{"as_of":"2026-08-06T18:14:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a45973d49eef25872042e272820b3b174a470a3a2915321a53fab92cbfb2f20c","coverage":[{"denominator":55,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":55,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T18:37:19.416568Z","state":"measured"},{"denominator":55,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":55,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2604.05797/citation-record","integrity":"/paper/2604.05797/integrity","json":"/paper/2604.05797/citation-record.json","paper":"/paper/2604.05797"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Dynamic power allocation for integrated sensing and communication-enabled vehicular networks","venue":null,"work_id":"4b0162a1-52b5-448c-83df-c38d56e7e153","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:52dcdc853cf3f445765b4938aa448b4277efb4014e91c4a47868aeeefc578f03","observation_id":"6e14a116-8cf1-4253-b724-4d6ac407f521","resolution":{"observed_at":"2026-05-16T17:13:09.506878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Vehicular connectivity on complex trajectories: Roadway- geometry aware isac beam-tracking","venue":null,"work_id":"62230f5f-8d54-4830-82e3-8f579f409aef","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:81b04b0ff09d068bc2b00ac1a4da8cf4fb07d5f6f0d908d7a9302d5220d05d50","observation_id":"6a73c8ea-6102-4756-bae1-239f8f3a6a90","resolution":{"observed_at":"2026-05-16T17:13:09.528530Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Near-field integrated sensing and communication beamforming considering complexity","venue":null,"work_id":"e6fe0ffe-cae9-42dc-8517-1ee457ec3279","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:e95f0b63f8caf6403e723691abd56e93dd9c3183f9da9894c504eba1703c8265","observation_id":"a31c0554-12f0-4ce9-85ff-335d622a3a19","resolution":{"observed_at":"2026-05-16T17:13:09.516122Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Iov-oriented integrated sensing, computation, and communication: System design and resource allocation","venue":null,"work_id":"6eff560f-b1d4-4359-a668-b4eda35a5eba","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:bcd6a849314eeeaef2bda9e1d2583311ce2fb3939c3d44623e89efdf24ba9ce0","observation_id":"876c1b47-df55-4e17-96fa-c4bc487eb9f8","resolution":{"observed_at":"2026-05-16T17:13:09.511985Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Integrated sensing, commu- nication and computing for targeted dissemination: A service- aware strategy for internet of vehicles","venue":null,"work_id":"8929bfd8-a2d6-40fc-bbff-8c073e111fa7","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:c135e836a40e0727429a251f88ae6c046474b51b726568a7b156e309e95d84d4","observation_id":"f85c0c2b-b052-4f65-9a57-6116a88ba5af","resolution":{"observed_at":"2026-05-16T17:13:09.533752Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Semantic communication-based dynamic resource allocation in d2d vehicular networks","venue":null,"work_id":"cfba330e-b9e8-4b4a-a6f4-755d73859343","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:c81c723181b840a366f8e9e7eb9da678fe1fcfc389b3b86b5b461cdce5dd7c24","observation_id":"dc329e1c-5579-478f-b3f6-28fd8b764160","resolution":{"observed_at":"2026-05-16T17:13:09.523854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"xurllc-aware service provisioning in vehicular networks: A semantic communication perspective","venue":null,"work_id":"7b1d6209-b488-4f81-89e9-531d21363740","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:50b402779d8833916c82fe30449d43f8cb338637067948584e540bdba440fe5f","observation_id":"50d00064-cc09-42af-b25b-dbd8d3f59ac3","resolution":{"observed_at":"2026-05-16T17:13:09.502212Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Task- driven semantic-aware green cooperative transmission strategy for vehicular networks","venue":null,"work_id":"fe96bce4-2c47-4c69-9977-d7795f62cd91","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:c55b89ac340afce1fc4205a54d4d28b7990277d1e9b0a9d20b520fc9cce7cbe5","observation_id":"40a8411e-a2d6-403b-b10a-22d0a47d1d55","resolution":{"observed_at":"2026-05-16T17:13:09.520038Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Computing networks enabled semantic communications","venue":null,"work_id":"fa1b26aa-ba24-4b2c-b065-0fab3e87e5ca","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:7f2d9d39f52e0782a0f638b6416b32c97e07401f9729a003830b2caaf0ee3842","observation_id":"6bba6b8e-095b-4cd5-ba11-cd4f25e95727","resolution":{"observed_at":"2026-05-16T17:13:09.480688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Compression ratio allocation for probabilistic semantic communication with rsma","venue":null,"work_id":"eea9e770-0511-4af0-a3f6-1f327769e78d","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:b9065770cec0f28d1ef936bbc5381d4378e4a1a60e7b7c935200719d4f626a3b","observation_id":"61b4db54-e31f-4976-b751-5c34e76c0295","resolution":{"observed_at":"2026-05-16T17:13:09.362231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"On the physical layer of digital twin: An integrated sensing and communications perspective","venue":null,"work_id":"28a88741-1d63-43c4-84f7-d6fcfa03f5cf","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:b03d1c023dfe4620a3f5fab3e22989c2370391ccb7404546ae09ff52d43e58fd","observation_id":"d2f4f4df-88c9-402f-a0fd-38efaaeec7a3","resolution":{"observed_at":"2026-05-16T17:13:09.365571Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Resource allocation for integrated sensing and communication in digital twin enabled internet of vehicles","venue":null,"work_id":"da7a48ce-dcc1-4dd9-9d2c-ddb3487d10e4","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:db1d25e477c7f9af054df79a330c07fae13ed6adfac88fc8c73eb41d5af5d0dd","observation_id":"bb5cc629-63e9-4056-a841-035580910e15","resolution":{"observed_at":"2026-05-16T17:13:09.464773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A denoising diffusion probabilistic model-based digital twinning of isac mimo channel","venue":null,"work_id":"29f8118e-7e72-4223-8742-f368c43f271d","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:e522a56a5892787ca862a8205d0a61d8b051e967c12515bb4c0c728b4aed510d","observation_id":"0343f120-49f5-49df-9d24-f8fbc3b3bac3","resolution":{"observed_at":"2026-05-16T17:13:09.474486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Causal semantic com- munication for digital twins: A generalizable imitation learning approach","venue":null,"work_id":"e007949b-b27e-4c5a-9997-759cc722bf6f","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:a84cead4e6daac56d4300178846ac778ce7fbb6353ec3cb2fe99573e8f928733","observation_id":"19a09be0-d5ba-4498-8afc-5e3dd8b10644","resolution":{"observed_at":"2026-05-16T17:13:09.352722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Fles: A federated learning-enhanced semantic communication framework for mobile aigc-driven human digital twins","venue":null,"work_id":"b346f9c5-d677-4a3b-8e46-c2da8d48e4b8","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:4a1210ae9864dc7795a86f89a843eeeb737253bd3854114b096e683531a4579a","observation_id":"ebce046e-9d41-4ad1-adb9-29228f841f52","resolution":{"observed_at":"2026-05-16T17:13:09.349537Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Digital twin in industry: State-of-the-art","venue":null,"work_id":"41ba9dcd-8e81-464b-8b3b-36b3b415d41b","year":2018},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:027e8a0bc68e027ff9634ef390243e1b1d65d9dd27d3beda29027e4a1d60264a","observation_id":"a26a6394-c462-49e9-9d89-1d9233157279","resolution":{"observed_at":"2026-05-16T17:13:09.458504Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"When digital twin meets 6g: Concepts, obstacles, and research prospects","venue":null,"work_id":"df3174a4-cb79-41f8-8410-03530bfcb19d","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:47a8df586d833bb1671edaf2c0b2891c58ac231615c7251802773e8060f8ed6d","observation_id":"a58d1b4f-5edb-4d5f-8825-ff4cbf4cf989","resolution":{"observed_at":"2026-05-16T17:13:09.346118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Near-field integrated sensing and communications","venue":null,"work_id":"d19496ae-72a7-4923-a6de-eb843b5baf1f","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:a3befa09aaab078e428a666b87f77aa94090289531c6b847a90173360a1e0e7c","observation_id":"85bb8c8f-e0c2-4af9-91a3-ac3a7dcc1cce","resolution":{"observed_at":"2026-05-16T17:13:09.409158Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Near-field communications: Research advances, potential, and challenges","venue":null,"work_id":"40ab0058-b11f-4d43-af2f-34d7dcd9ac8f","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:a647ea2c7e54f6c1acb89e8bafe568c250ce1d032a32523082df1347e3e26acc","observation_id":"fb276af4-8c0f-4501-84a0-70eb215f5911","resolution":{"observed_at":"2026-05-16T17:13:09.335295Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Roadside unit deployment for coverage improvement in vehicular ad-hoc network","venue":null,"work_id":"436614a6-7830-4fe2-9cf0-1e2df99997b3","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:6258f6f32e4731d7d1c85176b94c9aef2564c78373db9fb4eedbe371e4f3c1fc","observation_id":"e1604b4d-3ca7-49cb-8be9-00106efd7f71","resolution":{"observed_at":"2026-05-16T17:13:09.331856Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Joint optimization of vehicular sensing and vehicle digital twins de- ployment for dt-assisted iovs","venue":null,"work_id":"6a654ef3-36c1-443d-8ce9-03215c39c158","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:d71b02b61cc7b7ecd0e0b285a2c12cfa80dd8acd2f37202d8e4d24437039c1ed","observation_id":"2291f1de-815b-47e4-b287-4177ae880216","resolution":{"observed_at":"2026-05-16T17:13:09.468215Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Semantic v2x communications for image transmission in 6g systems","venue":null,"work_id":"cf04bf30-3fbb-440f-8fc3-00192faa0788","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:eaa927511d9c7bb7005219bd61e56715bc84c2e0b98e1e8eddd665071e041b0f","observation_id":"fa171591-b820-44b3-8d24-f02d428ffb80","resolution":{"observed_at":"2026-05-16T17:13:09.380377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Near-field extremely large-scale star-ris enabled integrated sensing and communications","venue":null,"work_id":"bacfff92-f7a7-4fea-a00c-775ad12ec206","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:fd50e6597e6dfd3d119119b2b118818540ff939a8f59b35c2ffbc8e7649eb6fc","observation_id":"803747fe-ecf5-45b8-bf2f-b3aa667840c9","resolution":{"observed_at":"2026-05-16T17:13:09.431470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Toward efficient and privacy-aware ehealth systems: An integrated sensing, computing, and semantic com- munication approach","venue":null,"work_id":"27b0f108-a0e7-454a-83a7-d723cd309ef3","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:8857da083be73862337132755b6b7edfd17be008cad2a170bdff20d05800c95b","observation_id":"574e4b90-3b55-4658-9cd4-f9a26ed37ca6","resolution":{"observed_at":"2026-05-16T17:13:09.477561Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Distributed machine learning for uav swarms: Comput- ing, sensing, and semantics","venue":null,"work_id":"7c1da183-a702-48e5-a3cf-e962288de4ba","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:0001d1482fc2755422825718faab10239a5080d43390538fbe67a8b37f940b21","observation_id":"468e2198-e846-4ef1-aa80-fb3a928e4d24","resolution":{"observed_at":"2026-05-16T17:13:09.493022Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Secure semantic communications: From perspective of physical layer security","venue":null,"work_id":"d751bba4-3f7a-4ce6-8e33-626d1a7343a5","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:02cc08a9214533f9bc1620ed23983ab55d87fba267f82cab1088a8ae388c6a54","observation_id":"0b9ec2d3-bde8-4f99-9ab0-96c3fe12bc93","resolution":{"observed_at":"2026-05-16T17:13:09.471430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Generative ai empowered semantic feature multiple access (sfma) over wireless networks","venue":null,"work_id":"8880fd78-8eb4-4889-b84e-305f0f0d5c29","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:11d8142ebd3d2cceb0155e081d4a5fc85f608205b6fd8973a1adf2c2b0d73dee","observation_id":"c1b98af5-5a83-40f6-ab24-f58073f19247","resolution":{"observed_at":"2026-05-16T17:13:09.489909Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mobility digital twin: Concept, architecture, case study, and future challenges","venue":null,"work_id":"bf971630-f5ef-44db-bd23-4559f57b4117","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:87bb9a1c9ac3ce3830cce399f1dcf775d7f43b86b988c17fb263f847b964af39","observation_id":"a66f740c-d634-4da9-b863-44cfbcf25a59","resolution":{"observed_at":"2026-05-16T17:13:09.424294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Adaptive digital twin for vehicular edge computing and networks","venue":null,"work_id":"ba5bdbff-6556-4480-a77f-1bfd96f19d11","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:9a0bbfa30de308dbed9b835dcd105c2deadaccd60c15faba13beffb9b983d180","observation_id":"4a0c8007-40d4-42f6-8d2d-82453f80ac31","resolution":{"observed_at":"2026-05-16T17:13:09.412938Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Deep semantic communication for knowledge sharing in internet of vehicles","venue":null,"work_id":"35bef90e-3bb8-4ef9-a3fa-3d25da53de95","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:0f6916d79aa5daeb026720623fdfc2be326e3e612fa9763776b6ae6c4a1ea51f","observation_id":"658d5b09-4f7a-4f73-bdbb-a44e13da0bcb","resolution":{"observed_at":"2026-05-16T17:13:09.448069Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Radar-assisted predictive beamforming for vehicular links: Communication served by sensing","venue":null,"work_id":"63f78a2d-31a1-4ae2-becf-951cafbba39f","year":2020},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:b776d75f8e64fdff4c1effc764b6af29d93e48c29ab0ae8485f6b06518dc1206","observation_id":"ffe641af-6c69-4ea1-bf93-4b19c6f04ace","resolution":{"observed_at":"2026-05-16T17:13:09.405231Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Sensing as a service in 6g perceptive networks: A unified framework for isac resource allocation","venue":null,"work_id":"97fe1112-88bd-4d52-abed-7d03025f13e3","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:121a8c9a1cf3773ce09302bbd2387f73fb57f47a85ccdb5ca8fd3d036a4133d9","observation_id":"70a86663-4f9b-4903-8ab4-22ae620c3863","resolution":{"observed_at":"2026-05-16T17:13:09.444687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Joint vehicle connection and beamforming optimization in digital twin assisted integrated sensing and communication vehicular networks","venue":null,"work_id":"80512ba9-1b43-45cf-a8d7-4b18b018b8d7","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:ef1cc13a172e8636689c8820414f78be1bdad5663932d9b54bd29b1d34230876","observation_id":"f6f65233-cab2-40b5-b1ba-17bfae4888b7","resolution":{"observed_at":"2026-05-16T17:13:09.396845Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Near-field communications: A tutorial review","venue":null,"work_id":"14ecc288-bb48-4dd6-a8bb-8a3e04379fde","year":1999},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:d5ba5915b1103176b80785c3c7151a9c022150def497022a9066728c86dff876","observation_id":"1aa1829c-b542-4b7e-be17-f4a995afe321","resolution":{"observed_at":"2026-05-16T17:13:09.437980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach","venue":null,"work_id":"36657394-6e56-4e17-8cb6-db7a38ea3b13","year":2020},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:5d7f9f26097459dc96b654dcb4d8641969c69418112bfa7231d8d247cfab779b","observation_id":"6bb8eb78-5c4e-4b9c-b251-3be653cc3648","resolution":{"observed_at":"2026-05-16T17:13:09.388836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Modeling and analysis of near-field isac","venue":null,"work_id":"af0ec81d-32d1-49ce-8f7d-35f0e06e1256","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:6894b807c0e881b65ad9e1853b8bfe787c56a716dd8214b0b41bdcc4069ce123","observation_id":"ed73da33-f6ac-47cf-8421-a2f27908ddab","resolution":{"observed_at":"2026-05-16T17:13:09.341976Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Joint radar and communication design: Applications, state-of-the-art, and the road ahead","venue":null,"work_id":"1e7f5ee8-74de-4842-a864-61ab7143b39e","year":2020},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:715c10203915491c3790f10d5d2a7f30f825eb309fa45f74ca9c26e96d4ca553","observation_id":"cdd37c08-9d66-411f-b9ef-b9969acb43b0","resolution":{"observed_at":"2026-05-16T17:13:09.384661Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Secure design for integrated sensing and semantic communication system","venue":null,"work_id":"5e5d3a27-8fb2-4fa3-a0fd-6152ec0988ec","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:d63d5c68deb0d107ab85bae3fa4cea7c4c7c34f6219e8358b55324bc5c9a2f0c","observation_id":"4c187d7b-f547-4c46-8f31-600f8440b993","resolution":{"observed_at":"2026-05-16T17:13:09.420837Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Integrated sensing, computing and semantic communication for vehicular networks","venue":null,"work_id":"759acba8-054c-4673-a48a-0766f89f76b9","year":2025},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:f1a7490decf0b90b6d0262f452c90dc9cf1c77251bce78fb1479ea37db6d99e3","observation_id":"b912e1e9-33bb-42e4-81cd-eb165ec3b022","resolution":{"observed_at":"2026-05-16T17:13:09.338651Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Target detection and local- ization using mimo radars and sonars","venue":null,"work_id":"e036902d-c563-4854-b901-026f24d4d0fb","year":2006},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:be59f53e3795cf2c6a52628eb885d509ef8730c6ee3a99d6a9301ec2b85d3d99","observation_id":"7b56651e-8068-4d30-8fcd-734b1a6c71c4","resolution":{"observed_at":"2026-05-16T17:13:09.428005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Digital- twin-assisted task offloading based on edge collaboration in the digital twin edge network","venue":null,"work_id":"a200c97c-f5d3-4b56-aefa-5a5cb1ac4688","year":2021},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:c4b7887399a620c9fe362e44e382d9a8a55699982a518d31d610bf88a0c4ea04","observation_id":"522773b9-6a5f-48c2-aad5-5380b5dd90f3","resolution":{"observed_at":"2026-05-16T17:13:09.451497Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mobile edge computing aided integrated sensing and communication with short-packet transmissions","venue":null,"work_id":"465858be-5ee8-4925-ab20-e73be5a9da22","year":2023},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:06a820e03e5ed0a1288ce7a8cbc7da5e14ca61baa1b74e321f5c1a8fab0532e3","observation_id":"76957dc7-3032-431e-a099-2e8ce10f3d55","resolution":{"observed_at":"2026-05-16T17:13:09.496702Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Edge intelligence-based ultra-reliable and low-latency communications for digital twin-enabled meta- verse","venue":null,"work_id":"2db73ba0-bb5d-4a8a-926b-35ea6486383f","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:dc7868cf0e217c2ea6d6b2f15e21faab518f02e5b234a68da8a7a47fa9b13a45","observation_id":"cdddda9f-d7a9-4982-b353-8dcb9f0e61c7","resolution":{"observed_at":"2026-05-16T17:13:09.416940Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Communication-efficient federated learning for digital twin edge networks in industrial iot","venue":null,"work_id":"d0f24a6d-451c-4d8a-af30-2a3502494d19","year":2020},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:dada83e22b5380e3e42771dc55c5f34a86a9304e49e8c06ad9e418f29b4eb34b","observation_id":"c2926b38-81a0-4a55-99b3-a9930e2a5e3a","resolution":{"observed_at":"2026-05-16T17:13:09.400865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Digital twin-aided intelligent offloading with edge selection in mobile edge computing","venue":null,"work_id":"b0d87298-5705-46f6-a8bf-e20c35c3b9fe","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:3550ceb36ad0c10b70f42e0df268e7c8efca5f09a06c78c115fc20445db4879f","observation_id":"c0d00e1e-8961-4ea2-9d1b-2548b1c52178","resolution":{"observed_at":"2026-05-16T17:13:09.461745Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Deep learning for hybrid 5g services in mobile edge computing systems: Learn from a digital twin","venue":null,"work_id":"8863d355-fd8f-4a96-aa8c-5f272735048c","year":2019},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:5600b8ffbf2050e91c7225e1f56151c913e36d834097982326550ca0298e9d83","observation_id":"05f33adf-087e-46e0-a2f5-e7c98b29a4c1","resolution":{"observed_at":"2026-05-16T17:13:09.486508Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Particle filtering","venue":null,"work_id":"63c0429a-7a41-4ee0-9f2d-6c963f2992bc","year":2003},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:628efecb0d093a6dedf121ceb9feef3806e28bb4789d7f5d98692cd0daba51ad","observation_id":"c2246fcf-f889-4153-b6a8-8cac63ef5e1b","resolution":{"observed_at":"2026-05-16T17:13:09.392691Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Ristic, S","venue":null,"work_id":"3e1703aa-180a-48da-99b1-a7402f62eb2b","year":2003},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:dc8e79de018b418783c567a35f3284cd31b5e53a20523852ef8e44bfcae50018","observation_id":"068f022f-058d-41f8-8407-bf23e5da8a41","resolution":{"observed_at":"2026-05-16T17:13:09.368821Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Bayesian filtering: From kalman filters to particle filters, and beyond","venue":null,"work_id":"3a6382b9-4588-40cf-840b-d8831ff9dfc8","year":2003},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:a8a78d7d230ff47e343bfff5e3bd7162cb764d759eee9a6b16bf27b7683cf0a4","observation_id":"94acd217-d9c9-461d-8e0c-2e8189117ac5","resolution":{"observed_at":"2026-05-16T17:13:09.359068Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking","venue":null,"work_id":"4d2f3a9f-ecf0-460b-bebd-3c17394d94ec","year":2002},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:b3ea9d152a61a2f6c92c33b5601640a913ccf089ab2deee00f57abec2e46cb5d","observation_id":"57e160f9-532e-4660-8ba7-185f861d3ca1","resolution":{"observed_at":"2026-05-16T17:13:09.372282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Weighted sum-rate maximization using weighted mmse for mimo-bc beamforming design","venue":null,"work_id":"536c461e-6926-4e21-a45a-b3ba0e9df63a","year":2008},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:1706b185b01228294c6ce59e365f2403a04ab1cb1a9d372110b1d9d27e3361b8","observation_id":"9b587d7d-0bf8-489b-a896-614f901c1387","resolution":{"observed_at":"2026-05-16T17:13:09.455040Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Spectral efficiency in the wideband regime","venue":null,"work_id":"cb8d85d3-f7e7-40f5-b43e-515e68ef16ac","year":2002},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:2dd584d002927f9effaaf0eb5eff7fd930eab004923f8983684e8a39ab36127f","observation_id":"b7564474-88da-4aa8-b443-c290aa8dbe8b","resolution":{"observed_at":"2026-05-16T17:13:09.376070Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Crb minimization for ris-aided mmwave integrated sensing and communications","venue":null,"work_id":"e09b3d0f-d1d6-4fe9-92d3-4035523c6223","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:3c45c29e83145ee98a9d10031563f396f143154db488250b8bf9b2de94022937","observation_id":"11aea098-6694-4e58-8456-a69ee494d8cf","resolution":{"observed_at":"2026-05-16T17:13:09.434926Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning-based predictive beamforming for integrated sensing and communication in vehicular networks","venue":null,"work_id":"58b788fa-2ce1-4e06-9467-4100b59d2cc2","year":2022},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:cb702838d55fe77f4e49e3cc4f776e74d57cad0d2d83ec55bab5a5fceb1d8e73","observation_id":"0178bb42-5c04-4ffe-a762-2742d44313bd","resolution":{"observed_at":"2026-05-16T17:13:09.355795Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"An isac-based beam tracking scheme against inter-region interference for the multi-rsu v2i scenario","venue":null,"work_id":"864a3ce1-de12-4bbb-a86e-88fb339f2125","year":2024},"citing_paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-10T18:37:19.416568Z"},"links":{"citing_paper":"/paper/2604.05797"},"observation_digest":"sha256:6391554480d62d79ac6395889ee9fa27e9053aad796c81b4a4bab533680c1274","observation_id":"ccb7d24e-501e-4020-af89-108facc54de8","resolution":{"observed_at":"2026-05-16T17:13:09.441481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.05797","last_updated":"2026-04-07T12:34:07Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-07-06T22:54:26.231593Z","submitted_at":"2026-04-07T12:34:07Z","title":"Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks"},"reference_resolution":{"displayed":55,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":55},"total_outbound_references":55},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2604.05797."}