{"as_of":"2026-08-22T05:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:2d7633f2654abe28df0f3b702e8c269a1419adf456867383adc277e550d96534","coverage":[{"denominator":51,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":51,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-10T01:24:14.598068Z","state":"measured"},{"denominator":51,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":51,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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/2607.08031/citation-record","integrity":"/paper/2607.08031/integrity","json":"/paper/2607.08031/citation-record.json","paper":"/paper/2607.08031"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T01:26:43.574048Z","title":"Robust generative defense against adversarial attacks in intelligent modulation recognition,","venue":null,"work_id":"4cf73b87-501a-4f0e-a0fe-bcba0a9ec894","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:0e08624d811347e73d8339fa4b376b074dd0ffcacb1030c3d7177690a4c98e47","observation_id":"ac5a26ef-e17b-4157-991d-f36457397032","resolution":{"observed_at":"2026-07-10T01:26:43.575306Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.575895Z","title":"Edge-learning-based col- laborative automatic modulation classification for hierarchical cognitive radio networks,","venue":null,"work_id":"2748c7a7-4e19-498e-a248-b0e152ade4c3","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:1b86c96f9414074e7e8cc8cf1504deb0a088c4174558f5dcb213c8818c373eb5","observation_id":"b95bb9c0-3346-41db-b64f-d9a941ec9765","resolution":{"observed_at":"2026-07-10T01:26:43.577142Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.570439Z","title":"A spatiotemporal multi-channel learning framework for automatic modulation recognition","venue":null,"work_id":"e5ce086c-460a-40f2-9d4b-1747edb2cc5a","year":2020},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:5c6776499198dcc7687879eeececbfe738070fe2adcbaeaf81fc27f930c6bfa7","observation_id":"934bf11f-75a7-4f86-a7c1-d9361776bfa1","resolution":{"observed_at":"2026-07-10T01:26:43.571619Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.651260Z","title":"Learn- ing the unknown: Improving modulation classification performance in unseen scenarios,","venue":null,"work_id":"b091d3de-f6e2-4524-b661-619fdf3cd439","year":2021},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:af33ab4a5572b9152a569cffe43865ea8df6a4719454bcd72428ec788689e1f8","observation_id":"74250dff-812c-4280-be0c-b4abc59be346","resolution":{"observed_at":"2026-07-10T01:26:43.652620Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.565087Z","title":"Deep learning models for wireless signal classification with distributed low- cost spectrum sensors","venue":null,"work_id":"094ff62d-b07d-4754-9d86-f514339a6106","year":2018},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:eb831ca6e3e9cbe1d95ff5e00abf97080b3d591990613d54ac3424dbf750dc16","observation_id":"4c6aa3ec-eda4-43b6-be00-14e186d1657e","resolution":{"observed_at":"2026-07-10T01:26:43.566326Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.572189Z","title":"Real-time radio technology and modulation classification via an lstm auto-encoder","venue":null,"work_id":"7b318420-8add-427d-9c8e-decfa2adf668","year":2022},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:3415466f99a94fb8ecedb3ec02df588da7cedbdd66dc8ab654d7ddda5ef92876","observation_id":"0eacd310-0fd3-4022-b2c3-88564d3182de","resolution":{"observed_at":"2026-07-10T01:26:43.573392Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.590929Z","title":"Survey of automatic mod- ulation classification techniques: classical approaches and new trends,","venue":null,"work_id":"bb585f4f-999e-4115-a6e0-091ce173bc88","year":2007},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:a7c3364381497c5174864b187bfc8e6482e0a01445d81ed4826f6eef3fc1232f","observation_id":"e026f32a-d59b-4021-ae70-32bc96059eaa","resolution":{"observed_at":"2026-07-10T01:26:43.592135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.577755Z","title":"Online hybrid likelihood based modulation classification us- ing multiple sensors","venue":null,"work_id":"75c8c862-7a19-457f-87da-e16e9f6c9b8a","year":2017},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:069c8911d408a5f30b342ab987a2176b142c56e5a09c6cce540ece57ddde34a2","observation_id":"4325eb75-f56e-45c4-bf0a-3b027ecb3b86","resolution":{"observed_at":"2026-07-10T01:26:43.579251Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.581697Z","title":"Cooperative mod- ulation classification for multipath fading channels via expectation- maximization,","venue":null,"work_id":"562b8b9a-a505-47a5-adb9-aa8e49fb62c7","year":2017},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:4516857909638f3f7c7ee6df774d217d4dd2d07f5c6aa6bf9e4254bf9733d102","observation_id":"522d281a-c69a-4d71-8588-2dea03094360","resolution":{"observed_at":"2026-07-10T01:26:43.582943Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.583512Z","title":"Automatic composite-modulation classification using cyclic-paw-print features for cognitive aerospace communications","venue":null,"work_id":"51c86a81-0fba-47af-9cf2-831ef803634d","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:b0701e5181d7a745a39ea90a9d7d55b365c953a930d740cfee816e145da42ae4","observation_id":"850bb4d9-b6ed-4bc7-a60f-733a3cfcb6d4","resolution":{"observed_at":"2026-07-10T01:26:43.584815Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.589108Z","title":"Generalized automatic modulation classification for ofdm systems under unseen synthetic channels,","venue":null,"work_id":"e4bb7e8e-6052-42d3-b1cb-39c6c894acf8","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:325ab91330f17bc3858fa164c15aa3b219aaf88cb5f67e9a08755fbabe035ac7","observation_id":"146446db-b7b8-48eb-a020-f5dad116194f","resolution":{"observed_at":"2026-07-10T01:26:43.590368Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.587265Z","title":"A front end for discriminative learning in automatic modulation classification,","venue":null,"work_id":"e3a12266-4e62-474a-9f08-b19b0736acd5","year":2011},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:975db4f0682f957aaa85e108ca68fcc4d8b6b448306f697bc9c3f185d80a34e5","observation_id":"c0905462-3d2b-48a0-a31e-8fd915b94bed","resolution":{"observed_at":"2026-07-10T01:26:43.588518Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.629350Z","title":"Automatic modula- tion classification based on constellation density using deep learning,","venue":null,"work_id":"d18f7954-0eac-4d3d-954b-3fb1a31f1624","year":2020},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:784c6829267ff45bf3fe387fc2bbb17931f7ebb735b31bf0a78551f5fd017c1b","observation_id":"802116d8-2678-4338-9b39-db575cca66ce","resolution":{"observed_at":"2026-07-10T01:26:43.635288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.557932Z","title":"M-ary frequency shift keying signal classification based-on discrete fourier transform,","venue":null,"work_id":"3e79dfa1-01ed-43af-92c1-13363da5a96d","year":2003},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:c0dbaa16bcff5f3685c7c92aa2212ff0601565eb980f983154621d3e574585e6","observation_id":"56c52b4f-def6-4879-b442-08c45823d16b","resolution":{"observed_at":"2026-07-10T01:26:43.559128Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.563272Z","title":"A hybrid approach for cross-dataset modulation recognition of wireless inter- ference","venue":null,"work_id":"7c0f001f-072e-457e-ae2d-bcb599ba8d1a","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:a03c552b6f424d33351ba485003f0f980e3a46eae697f3852bef1b1f2f565e93","observation_id":"1238ac16-1530-4234-9892-a8b4cb44c49f","resolution":{"observed_at":"2026-07-10T01:26:43.564506Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.554075Z","title":"Automatic modulation classification using combination of genetic programming and knn,","venue":null,"work_id":"35b0331f-1b63-4178-a103-7780ecfecbf3","year":2012},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:faec523cfa14675ec788c920fc8bf97916ccd6df170f8cedc24b238b5568674d","observation_id":"6cc1a7ff-ab1b-4273-aa6d-8a8d73c46198","resolution":{"observed_at":"2026-07-10T01:26:43.555399Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.555993Z","title":"End-to-end learning from spectrum data: A deep learning approach for wireless signal identification in spectrum monitoring applications,","venue":null,"work_id":"c46cd1b2-8527-4f81-ab5d-33ae9ad8f464","year":2018},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:78f5ea405964e99c9e837afca78484605b4af69388fd4d18815c7cd1ea914a4e","observation_id":"dffd6642-1250-4bb7-ba15-0cbc1e21adf0","resolution":{"observed_at":"2026-07-10T01:26:43.557358Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.548828Z","title":"Modulation classification based on signal constellation diagrams and deep learning,","venue":null,"work_id":"07d9f458-1015-420d-ae28-51b1dcb49674","year":2019},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:548dc76e04b0b8a22ed7f984b874363b17cfa027ea0c527b0618431be6757997","observation_id":"f18b123d-985a-45cd-9c88-bd76913ddb1d","resolution":{"observed_at":"2026-07-10T01:26:43.549972Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.545304Z","title":"Exploitation of spectral redundancy in cyclostationary signals,","venue":null,"work_id":"61c78255-bf31-4481-b9a7-a715e9ea646d","year":1991},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:8c87e4b0cab6033d9cbac6e44d5766f80042b2d7bd78646a65a5c3957206a3b6","observation_id":"a35b2ab0-988a-4ace-b404-2f0331f1e7b2","resolution":{"observed_at":"2026-07-10T01:26:43.546527Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.543566Z","title":"Convolutional radio mod- ulation recognition networks,","venue":null,"work_id":"4b91f177-5630-48e0-89c7-434246b55975","year":2016},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:ac1a50186a898574874b98c3926a3b6b82428a34c2ec2429b1b180c610fae488","observation_id":"626f6ca7-811e-4684-82a9-683392c25374","resolution":{"observed_at":"2026-07-10T01:26:43.544743Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.547081Z","title":"Psrnet: Few-shot automatic modulation classification under potential domain differences,","venue":null,"work_id":"61219d7f-77dc-4843-b3ba-b81a6a81ee57","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:a3b7d0fd6a6f6ce9000b2344b59593b6d79bd53dee8239163e0a856627e32710","observation_id":"ceebba13-c9fb-449b-a71a-9955d3c953cd","resolution":{"observed_at":"2026-07-10T01:26:43.548289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.552273Z","title":"Goldsmith,Wireless communications","venue":null,"work_id":"9301b49b-4de9-4c94-8e12-52fc46a58718","year":2005},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:c31d3f3fd953697d6fc7337a39888bb164e5d216fd786ca8eff14076e5b2ddf0","observation_id":"aed2031d-7878-4805-b80f-d745b206a2b2","resolution":{"observed_at":"2026-07-10T01:26:43.553434Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.612473Z","title":"Sigda: A superimposed domain adaptation framework for automatic modulation classification","venue":null,"work_id":"b3138579-58f8-45c9-9e63-44cdfd7bedb2","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:e4d3c179c1cb45291b25f513b364134ced4cdb954d521993ef1508e66f5ffbab","observation_id":"a0570e95-ff4b-478d-ad46-0e05939fa86d","resolution":{"observed_at":"2026-07-10T01:26:43.613669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.568742Z","title":"A contrastive learner for automatic modu- lation classification,","venue":null,"work_id":"9aa82639-4a7a-4395-b946-a4ebf93e5708","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:c1a94e28f1c9187bedf5099742c374c55611f19b860137a673bd8e711a8484a8","observation_id":"c164bde0-5029-44e5-bc09-9b8cd82157c4","resolution":{"observed_at":"2026-07-10T01:26:43.569884Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.550512Z","title":"Open set domain adaptation for automatic modulation classification in dynamic communication environments,","venue":null,"work_id":"02224eed-dd0a-4b39-a672-b6d55482b3c6","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:7b879ec285172db7c1e6d931b0aa04d67ec1bfd0c9325c60e516cb3c7b817b80","observation_id":"22572543-7374-4127-a33d-f99d97a3e446","resolution":{"observed_at":"2026-07-10T01:26:43.551701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.561419Z","title":"Deep modulation recognition in an unknown environment,","venue":null,"work_id":"95d676b7-d03b-4eda-8e3c-5641ad677cd5","year":2019},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:063739936bff2aae131254f42702be8f41b9ac159e78e93d85f7abf9ad4f1295","observation_id":"3ef2762b-9337-4f31-af1a-7e530bcd7e27","resolution":{"observed_at":"2026-07-10T01:26:43.562714Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.640405Z","title":"A survey of deep transfer learning in automatic modulation classification,","venue":null,"work_id":"8fda30f2-6777-493c-9444-a732715ea728","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:ba47b918587aeaeef93c73eb4f1e145c14063c915a9fe8c23825555c71904dfe","observation_id":"92576170-2b2e-4e34-95d6-79e5845c3a54","resolution":{"observed_at":"2026-07-10T01:26:43.645771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.626425Z","title":null,"venue":null,"work_id":"60ba4b12-bba6-489d-8eed-374e49721ca7","year":1988},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:95afae1d60ed17de885a65123f19ec377b9ef4afd22eebd6ec50f0368407cc9e","observation_id":"d36bfef0-0c01-4b2c-8c37-7be9647c8b2d","resolution":{"observed_at":"2026-07-10T01:26:43.628777Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.539979Z","title":"Attentive siamese networks for automatic modulation classification based on multitiming constellation diagrams,","venue":null,"work_id":"fc2439fa-dd14-47ac-9709-30a1f71fa164","year":2023},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:2346ec86c7d05758d89106c6ede0ec29555da44d33a7e7126d774c006bd9dc56","observation_id":"a64a0393-a6ed-4b5c-a0f6-fdddbed01565","resolution":{"observed_at":"2026-07-10T01:26:43.541174Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.541785Z","title":"Multi-view discriminant framework for automatic modulation open set recognition,","venue":null,"work_id":"cce8f1c6-3b13-4378-9537-e8a8f025d45a","year":2025},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:e7d541f9b68742eb65f93083892c835ad7ae68796b9fef2989bc4b1cf13768f6","observation_id":"16ef83b1-261f-40e0-8a3c-0b00051986bc","resolution":{"observed_at":"2026-07-10T01:26:43.542978Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.621066Z","title":"Data and knowledge dual-driven automatic modulation classification for 6g wire- less communications,","venue":null,"work_id":"1ab01612-399f-46bc-94a5-05ad8f77ed27","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:eab9a48124af8b8c119ac1f76b3e29792b3f2086633a54acb45ab6180160dd31","observation_id":"59f2aa18-88c0-4766-abf9-2c7eabb6f5aa","resolution":{"observed_at":"2026-07-10T01:26:43.624774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.637484Z","title":"A survey of modulation classification using deep learning: Signal representation and data preprocessing,","venue":null,"work_id":"3d4b1b85-5b2e-429f-b4ad-257061f73c2d","year":2022},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:4e67a840d8ab1806e1bc7c048306922f54125c2b2498f1abfbbe92927405a338","observation_id":"36e1e3f2-ff6a-4e52-b9d0-8e5648e09832","resolution":{"observed_at":"2026-07-10T01:26:43.639865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.646339Z","title":"Revolution of wireless signal recognition for 6g: Recent advances, challenges and future directions","venue":null,"work_id":"e95d7271-2817-40c0-a4b1-2572675e05fa","year":2026},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:5311ca68f52ff101d0037ddcc04d8f2420c00e54fc1ad5662eb32bb2874ad483","observation_id":"59cd800d-edfa-4728-801b-41d05bc8daa4","resolution":{"observed_at":"2026-07-10T01:26:43.650707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.614224Z","title":"Automatic modulation classification: A deep learning enabled approach","venue":null,"work_id":"261f78c2-8262-40cb-b78b-842e4b863357","year":2018},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:b877cf799367c8ae8f146fcef0a0053650234a966020b71c430ef012f4820bc8","observation_id":"35606d37-677d-4fad-9e51-e64fa15a8870","resolution":{"observed_at":"2026-07-10T01:26:43.615471Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.616058Z","title":"Statistical spectral analysis—a nonprobabilistic theory,","venue":null,"work_id":"a56ca59c-86dd-432f-bcd2-e84b7dddb8d9","year":1989},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:b7985418a95da7ffb65517d69a68c4c18c7269b22d7749a2db1a005d08428a22","observation_id":"0e81bddc-2587-4af4-b527-1e788efc2b47","resolution":{"observed_at":"2026-07-10T01:26:43.617285Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.618048Z","title":"Toward next-generation signal intelligence: A hybrid knowledge and data-driven deep learning framework for radio signal classification,","venue":null,"work_id":"3f8649e1-23f0-4024-bb48-1e475ccd3fb1","year":2023},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:06ba4ba74a760edf89235d6f307b069635f79ab529b3303b5c1cb39dec69b396","observation_id":"1a17c43e-3389-42f7-95ae-89100800eedf","resolution":{"observed_at":"2026-07-10T01:26:43.620465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.566924Z","title":"Automatic modulation identification based on the probability density function of signal phase,","venue":null,"work_id":"ad7a86bc-9623-4f91-894c-a5275988b33b","year":2012},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:1faaf548a30f00ed1eb55cb8ebf9033238cbdf1887a62c09c6ae23562bc0b414","observation_id":"34d13cb0-d390-47c7-b697-d7727d0f3475","resolution":{"observed_at":"2026-07-10T01:26:43.568159Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.559676Z","title":"Deep neural network architectures for modulation classification,","venue":null,"work_id":"786bf102-a84d-49b7-99c7-adac78bf9df0","year":2017},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:3e1f186e059e574d1a3ba98bf54ecb4dffad1489b1f1d2a13827a34fb28a8ee8","observation_id":"040f22e2-3312-46a9-8487-6b0937586c48","resolution":{"observed_at":"2026-07-10T01:26:43.560839Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.606913Z","title":"Multitask-learning- based deep neural network for automatic modulation classification,","venue":null,"work_id":"267c6a3d-cea6-4fc1-ad3a-d7e9e09c6f80","year":2022},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:2ba747ee2c86f5d85e565094c58ba9451cc2c18cc44b7c5c344ece87eab9ac5c","observation_id":"2aff369c-d896-40a5-b988-ecb2a131cfe5","resolution":{"observed_at":"2026-07-10T01:26:43.608358Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.610653Z","title":"Data-driven deep learning for automatic modulation recognition in cognitive radios,","venue":null,"work_id":"eed8d215-b5eb-428b-b5a4-01370775a21e","year":2019},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:821d4865919a38ae2069b9bbc6f4489ce235ad5fe44528f0d5f42317275c25f7","observation_id":"1fae0397-078d-4478-9ec6-3756f084ed18","resolution":{"observed_at":"2026-07-10T01:26:43.611911Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.603188Z","title":"Automatic modulation classification based on joint feature map and convolutional neural network,","venue":null,"work_id":"b5595728-1f5e-4138-a3a4-0ac50ab31fbd","year":2019},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:adc96369397f271770fa756dfe98f673cb550f021b8d2a1ac162e317942faaa1","observation_id":"ac609c5a-11c7-4ce8-897c-a648c121d74f","resolution":{"observed_at":"2026-07-10T01:26:43.604477Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.579793Z","title":"Domain adaptation-based automatic modulation recognition,","venue":null,"work_id":"2d706c88-8ffb-483e-927a-fefb77f34aac","year":2021},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:14e397986e77b0a5dab16643457ce32d87e1c64f33e1d453a36b06b517e3ae6d","observation_id":"00f95863-f506-4915-8419-b3a425625b3f","resolution":{"observed_at":"2026-07-10T01:26:43.581102Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.601305Z","title":"Adversarial transfer learning for deep learning based automatic modulation classification,","venue":null,"work_id":"603cd105-81a3-4ed5-8d7c-83336c1d67b7","year":2020},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:1778d79142babe1189d28eaca6d2970e5fb5211acf9e981a07080fec5b7db271","observation_id":"ef3b21a6-475b-4716-81ba-83d072e5b8aa","resolution":{"observed_at":"2026-07-10T01:26:43.602623Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.605109Z","title":"Imbalanced domain adaptation for automatic modulation classification,","venue":null,"work_id":"c1b70c52-8c89-4d87-98a3-dc807d676c14","year":2024},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:9630cacc877cce1618184b8b44fa2d7cece2f05695d1851a163267b50b39b6d2","observation_id":"c03b4898-1a46-446a-8254-741780333de5","resolution":{"observed_at":"2026-07-10T01:26:43.606323Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.596166Z","title":"Rml22: Realistic dataset generation for wireless modulation classification","venue":null,"work_id":"866cee97-7be1-4914-822a-0d96f19a184c","year":2023},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:468b4e9fb58f7dd6cfdb22b1e166dc58cb1b127aa2bcaeaaba8070f34019a16a","observation_id":"96dceade-d30e-412d-8624-e4494198dd8f","resolution":{"observed_at":"2026-07-10T01:26:43.597417Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.594469Z","title":"Radio machine learning dataset generation with gnu radio","venue":null,"work_id":"3985b599-b083-449b-b8ab-baef98d9a4c8","year":2016},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:09fb1d7bf73f45a554cca9e10f30ecffe108fca39316b55973df870607cef119","observation_id":"4c3adb89-7c3c-4138-a24d-1dc55957d206","resolution":{"observed_at":"2026-07-10T01:26:43.595601Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.599601Z","title":"Domain generalization via invariant feature representation,","venue":null,"work_id":"3e84bd5f-377c-4cdc-a0c4-501f954a0f7f","year":2013},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:51da1559f33c35d0c0f377809fac82896d5e81ec846f2b1e65a35278eec20f9b","observation_id":"ec56a61e-5b67-4dfd-86b7-024391ef1f25","resolution":{"observed_at":"2026-07-10T01:26:43.600742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.598010Z","title":"A kernel two-sample test,","venue":null,"work_id":"3fd2c74d-1a61-444c-b985-9c6a8f6a0b78","year":2012},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:0ad1e95f55052c5d04c8c499efa4a74a8440e4d47484baae36344a878da11197","observation_id":"4970d9ae-9c33-44b5-8d04-693b05b2fdd7","resolution":{"observed_at":"2026-07-10T01:26:43.599086Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.608876Z","title":"Adversarial dis- criminative domain adaptation,","venue":null,"work_id":"1d119b10-4df5-401c-ad2b-3f6d6aeb313d","year":2017},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:ce5d616dbab480335f79842766fbf3688b037ae00fd7ebd6a5f20bb9ed0b53a8","observation_id":"62b86fd8-c646-4c96-9fd7-577323b2bdaf","resolution":{"observed_at":"2026-07-10T01:26:43.609980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.592728Z","title":"Deep architectures for modulation recog- nition,","venue":null,"work_id":"65cc470a-fa70-42d5-8973-ab3d7af36e1a","year":2017},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:244642f10ad76656429d31406434b8106c309fbadf6617492e2d364e5b2c0744","observation_id":"a4957009-d5a8-4444-84e2-0f763cf1b500","resolution":{"observed_at":"2026-07-10T01:26:43.593901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-07-10T01:26:43.585467Z","title":"Over-the-air deep learning based radio signal classification","venue":null,"work_id":"7123b601-e3c5-40fe-9a75-cb49d87bf559","year":2018},"citing_paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-07-10T01:24:14.598068Z"},"links":{"citing_paper":"/paper/2607.08031"},"observation_digest":"sha256:68dcdac9acddaeecc785088641b21df367d27236373b744da66c49876bc18b64","observation_id":"7dd05969-9662-49a8-ba96-c14450ac9d4e","resolution":{"observed_at":"2026-07-10T01:26:43.586713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2607.08031","last_updated":"2026-07-09T01:14:42Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-16T21:36:53.200090Z","submitted_at":"2026-07-09T01:14:42Z","title":"DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification"},"reference_resolution":{"displayed":51,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":0,"verified_fuzzy":50},"total_outbound_references":51},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 22 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.08031."}