{"as_of":"2026-08-17T17:16:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c86bc2709ff1417364d19de15b47ee6712488a81b1a76ff35003b64258a7192d","coverage":[{"denominator":31,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T21:45:20.090139Z","state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+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/2411.08383/citation-record","integrity":"/paper/2411.08383/integrity","json":"/paper/2411.08383/citation-record.json","paper":"/paper/2411.08383"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.767751Z","title":"Internet of Things architecture: Recent advances, taxonomy, requirements, and open challenges,","venue":null,"work_id":"dcaf0307-ae6a-45b3-be25-3460049a7ca3","year":2017},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.946714Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:5fa06d59bf97f1b70c916bfb17451dd34e087a28d50c64a042192de573d379af","observation_id":"304a65e2-ac63-441c-ad1e-d28998b9decf","resolution":{"observed_at":"2026-08-12T21:45:20.773617Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.751617Z","title":"Distributed spectrum sensing for IoT networks: Architecture, challenges, and learning,","venue":null,"work_id":"1323613a-73f3-4643-bc36-70b80ee7d7dc","year":2021},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.951958Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:c6db33d9101cf5c56be7b361a47c7d2a4ab0fae452fbc1172c917b1057c20e72","observation_id":"b0bdb7ac-3c26-46a1-8690-24fab57f9bde","resolution":{"observed_at":"2026-08-12T21:45:20.757007Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.737062Z","title":"Graph learning-based coopera- tive spectrum sensing with corrupted RSSs in spectrum-heterogeneous cognitive radio networks,","venue":null,"work_id":"d15c8d0f-8d75-4760-920f-ed5ee84d39c3","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.956985Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:104797b3e0e392400031bd853a0c95d9ad86de3cd4eb98638e075d240cc7f15f","observation_id":"2295ac62-4b3c-4242-a90a-af1c5473b701","resolution":{"observed_at":"2026-08-12T21:45:20.741960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.719918Z","title":"RIS-assisted cooperative spectrum sensing for cognitive radio networks","venue":null,"work_id":"b68bf093-b0d5-401e-b895-e1c9fa01df99","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.961810Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:27741098335c65d49f9ee2a5d3b5c48f0f09322782db45a98cc9503a271f7de4","observation_id":"a4346610-04be-46c3-a7c7-c3dc1d4c9372","resolution":{"observed_at":"2026-08-12T21:45:20.725844Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.704144Z","title":"Enhancing spectrum sensing via re- configurable intelligent surfaces: Passive or active sensing and how many reflecting elements are needed?","venue":null,"work_id":"44c437e3-299d-4067-9cc9-5438e286fe51","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.967101Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:be3e82dd15ecd07572423385f368192410eabd44743628b61f2e28912d906e5e","observation_id":"6b093e0f-3475-4ad8-b863-192f105ff161","resolution":{"observed_at":"2026-08-12T21:45:20.709020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.688554Z","title":"Effective energy detection for IoT systems against noise uncertainty at low SNR,","venue":null,"work_id":"f0a725ab-a308-46b1-825b-4dc35533aed7","year":2019},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.971737Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:bd9806a7f31b3fbb9b745873cc454502ec9ccc9aea45ed962266527b0ff2b4a0","observation_id":"6438810d-25a7-4dec-9569-4e837ea672ea","resolution":{"observed_at":"2026-08-12T21:45:20.693767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.673739Z","title":"Blind cyclostationary spectrum sensing in cognitive radios,","venue":null,"work_id":"24a23c61-ced6-4b6d-8fb6-f66c864c2a94","year":2014},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.977174Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:77d618068ec2d51af4b376bb861fea8911ca4d0447e19614afb6ddc18db62fea","observation_id":"8134fa0f-e2a7-41bb-9cd7-d639bf8761e3","resolution":{"observed_at":"2026-08-12T21:45:20.678756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.659116Z","title":"Eigenvalue-based spectrum sensing algo- rithms for cognitive radio,","venue":null,"work_id":"acc974d7-465c-4ea0-a583-7a7971d495d1","year":2009},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.982280Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:098b42a708a94e9f64ae175a518aa3ae09d7e56fa247334b6b7aba5da3e88c46","observation_id":"7610a29e-3911-4c4d-961d-2102479f7e15","resolution":{"observed_at":"2026-08-12T21:45:20.664023Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.645050Z","title":"Fluid antenna system,","venue":null,"work_id":"c9c1d216-cef3-4a3c-8da2-a667a0a020a1","year":1950},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.987122Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:54fa149ac9a813b0364f0b3887c3df76d1c275923ed40455022df0cf017b5766","observation_id":"061bb217-ce12-46e8-92d3-84f25493ca18","resolution":{"observed_at":"2026-08-12T21:45:20.649100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:19.991649Z","title":"Bruce Lee- inspired fluid antenna system: Six research topics and the potentials for 6G,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.991649Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:ca8b7b7e9059fdba029458a195186c01b93da24e01f81b3d4ae7a833d46d348b","observation_id":"56ae7735-6f09-4209-962b-3314c91f653f","resolution":{"observed_at":"2026-08-12T21:45:19.991649Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.620446Z","title":"A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hard- ware designs,","venue":null,"work_id":"17f7b02c-8830-47fd-b3e4-687338ee27c6","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:19.996299Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:c9cb526f61177a81bb75b7d8d99be9d8fb8548cf7ef93055721c4f4e4c33de92","observation_id":"ed532094-3261-4b19-a0d8-742676b2872d","resolution":{"observed_at":"2026-08-12T21:45:20.625878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.604792Z","title":"AI-empowered fluid antenna systems: Opportunities, challenges and future directions,","venue":null,"work_id":"47fc7a73-7fd0-4948-924d-6238d21c68fa","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.001997Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:82a769858bb48c5aabee326cc60a000adb274c2d725d37565d4f31c5f4716076","observation_id":"fce269ba-da6b-42c7-b3d9-a4aa2cc2b38f","resolution":{"observed_at":"2026-08-12T21:45:20.609765Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.008476Z","title":"Fluid antenna multiple access,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.008476Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:f3c850438968031387a8941694714e6ba6ff6dbd107af979b9c81f6ab06b9653","observation_id":"33aeaf1e-381d-4964-b9c4-ddcd795e7761","resolution":{"observed_at":"2026-08-12T21:45:20.008476Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.014084Z","title":"A new analytical ap- proximation of the fluid antenna system channel,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.014084Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:cc6511091cc7cdddd8fe9f00d9d33b53ada2adf8925c29c606c947e009339d1e","observation_id":"325ae547-3f6b-48e6-9795-252a4b341a84","resolution":{"observed_at":"2026-08-12T21:45:20.014084Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.570858Z","title":"Fluid antenna system: New insights on outage probability and diversity gain,","venue":null,"work_id":"fbcb7bdd-d4c1-4a1b-ae19-c358cb67bbd3","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.018802Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:dc8214d940ef531059e8a7462bb61266f0e5ce956def83a15229a0ce7c904576","observation_id":"847cfe50-f8af-4245-9cc9-3243a1edd6ba","resolution":{"observed_at":"2026-08-12T21:45:20.575840Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.13447","last_updated":"2024-08-24T03:11:27Z","snapshot_observed_at":"2026-08-16T13:24:11.728892Z","submitted_at":"2024-08-24T03:11:27Z","title":"FAS-RIS Communication: Model, Analysis, and Optimization","version":1},"cited_work":{"arxiv_id":"2408.13447","doi":null,"metadata_source":"pith","pith_arxiv_id":"2408.13447","snapshot_observed_at":"2026-08-12T21:45:20.381568Z","title":"FAS-RIS Communication: Model, Analysis, and Optimization","venue":"eess.SP","work_id":"af9cec1a-e864-4387-bd0d-e6ad36df3bc9","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.023113Z"},"links":{"cited_paper":"/paper/2408.13447","citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:23925ce09777328078669533fb98c67ddd8062539476a8b2603d2af46583db4b","observation_id":"c9c7a248-4565-4752-ae74-e50a71f3de57","resolution":{"observed_at":"2026-08-12T21:45:20.389702Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.028333Z","title":"An information-theoretic characterization of MIMO-FAS: Optimiza- tion, diversity-multiplexing tradeoff and q-outage capacity,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.028333Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:dad68cb5d56c2ac2696dd34f5ead051a5ad3a42c08c17b157cd737efffc03eb5","observation_id":"d205de1d-f1af-4522-bdda-0c8ddfbb7cd5","resolution":{"observed_at":"2026-08-12T21:45:20.028333Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.032854Z","title":"Fluid antenna index modulation communications,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.032854Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:c0a684b9d50a7f837ae88e7cd873cd12607dddccddad76a1bdb6f072a299730b","observation_id":"35fc1b88-6977-47ee-a46f-2c2a2aaa1e69","resolution":{"observed_at":"2026-08-12T21:45:20.032854Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.037554Z","title":"Fluid antenna system enhancing orthogonal and non-orthogonal multiple access,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.037554Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:2f4b03197ecd344c84ffad8fa8f6c2e5b75dc431215516d5217f0c22ba487bbf","observation_id":"b8045ec0-f5d2-4286-bd24-e02d4c0e9f61","resolution":{"observed_at":"2026-08-12T21:45:20.037554Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.525564Z","title":"Channel estimation for FAS-assisted multiuser mmWave systems,","venue":null,"work_id":"90472531-60e4-4c8f-97f9-67c35f1f30a5","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.042104Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:f483a8c5c39aee326017c93e320ef3f2d8bc3286234a4ab1074fdf3490d442f3","observation_id":"c1865253-4e4f-4eb0-b5e8-feb9a66195fc","resolution":{"observed_at":"2026-08-12T21:45:20.530924Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.509234Z","title":"Coding-enhanced cooperative jamming for secret com- munication in fluid antenna systems,","venue":null,"work_id":"03e3f8f5-6b34-4694-beb4-5278583e99ce","year":1991},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.046588Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:d95edcf673c24efc547e4f019076f681012c5e8b9252d8912cea450bdbf7b274","observation_id":"7641f352-e547-4e2c-ad39-9fffac532a50","resolution":{"observed_at":"2026-08-12T21:45:20.514986Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.051027Z","title":"Proactive monitoring via jamming in fluid antenna systems,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.051027Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:038bf79632a4914b81a8cb6ebe820b0bb4f2f7dfe5c384a52766fdd448d10703","observation_id":"1073e1bc-48d1-4863-8805-8a4743753b96","resolution":{"observed_at":"2026-08-12T21:45:20.051027Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.468428Z","title":"Performance analysis of FAS-aided backscatter communications,","venue":null,"work_id":"307876e7-00cd-467d-bd89-d85bbd13556c","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.055415Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:5a7286884a5415f2cd9ced3cd7523432b7cd850525e83449f3682ec6920a7330","observation_id":"c5856d40-ffdd-4690-8f3c-b39ae3b0de00","resolution":{"observed_at":"2026-08-12T21:45:20.475305Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.450953Z","title":"Cache-enabled fluid antenna systems: Modeling and performance,","venue":null,"work_id":"1175f763-ed8e-46ef-8b48-370084fa756d","year":1934},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.059754Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:7563ec7eaea4daa1bca4b3f789ca3b097619263f745c59113d129e3e213f44b3","observation_id":"65a461c9-14e9-4423-9470-8c5e3d29640f","resolution":{"observed_at":"2026-08-12T21:45:20.456459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-12T21:45:20.433441Z","title":"On performance of RIS-aided fluid antenna systems,","venue":null,"work_id":"d41701aa-7368-4cb8-96bd-016f50b222fa","year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.064258Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:312feb6561589f7d52e6902e806b73e1ba4dbdeeacd4a9a81579679c2edfcdf6","observation_id":"7dc073a6-3d95-4aa9-939f-052ae6414c23","resolution":{"observed_at":"2026-08-12T21:45:20.439060Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.08141","last_updated":"2024-07-11T02:46:55Z","snapshot_observed_at":"2026-08-16T15:48:08.317157Z","submitted_at":"2024-07-11T02:46:55Z","title":"A Framework of FAS-RIS Systems: Performance Analysis and Throughput Optimization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.08141","snapshot_observed_at":"2026-08-12T21:45:20.068697Z","title":"A framework of FAS-RIS systems: Performance analysis and throughput optimization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.068697Z"},"links":{"cited_paper":"/paper/2407.08141","citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:42839830988d10c536ae7b33fb08e53bb21db991530bf89ecbdae24618258eda","observation_id":"482a1c68-0b0f-4c80-b888-f3ad01062b14","resolution":{"observed_at":"2026-08-12T21:45:20.068697Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.073703Z","title":"Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.073703Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:950e3f51d74e5af5a0c9784a3dc315684954be4782a05e3a61919fc38bd919bf","observation_id":"54055bcf-a0d9-4bcf-a234-9859401bcf38","resolution":{"observed_at":"2026-08-12T21:45:20.073703Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.077907Z","title":"Fluid antenna-assisted ISAC systems,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.077907Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:e1b88adafe2574688d2de89432dc73e91567a1b679df6e0bdc3984be06813256","observation_id":"e39c31dc-7e28-437f-9fab-81e9958a99ec","resolution":{"observed_at":"2026-08-12T21:45:20.077907Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.082095Z","title":"Design and implementation of mmWave surface wave enabled fluid antennas and experimental results for fluid antenna multi- ple access,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.082095Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:e166688f05fb2ea9833461743021ae0df6a23e827717a889ac4455ed1ba044e6","observation_id":"97758ca1-10b5-4124-a6a0-735bb9365ea1","resolution":{"observed_at":"2026-08-12T21:45:20.082095Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.086076Z","title":"A novel pixel-based reconfigurable antenna applied in fluid antenna systems with high switching speed,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.086076Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:4e4f27c19a1613ff41bd8ba9ab2c62c9e0404f1f3b839a61dd81eb68550e4dba","observation_id":"befbf45f-ab1a-4100-b9ff-40f3c1b52d95","resolution":{"observed_at":"2026-08-12T21:45:20.086076Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T21:45:20.406004Z","title":"CVX: MATLAB software for disciplined convex programming,","venue":null,"work_id":"667b0623-44c1-4177-bd8e-7dc6f9512f3b","year":null},"citing_paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-12T21:45:20.090139Z"},"links":{"citing_paper":"/paper/2411.08383"},"observation_digest":"sha256:187597ef2679ad77883a3b6dca076e362600bc3b0acee3525c0d037de43892ab","observation_id":"8feb5506-b8f8-4b6d-b6ad-430d65d06cf6","resolution":{"observed_at":"2026-08-12T21:45:20.411445Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2411.08383","last_updated":"2024-11-13T07:08:56Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-12T21:36:25.127227Z","submitted_at":"2024-11-13T07:08:56Z","title":"FAS-Driven Spectrum Sensing for Cognitive Radio Networks"},"reference_resolution":{"displayed":31,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":11,"verified_exact":1,"verified_fuzzy":18},"total_outbound_references":31},"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":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2411.08383."}