{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2022:BGDYGZPNKEAMIIYLDCQRM6EVL5","short_pith_number":"pith:BGDYGZPN","schema_version":"1.0","canonical_sha256":"09878365ed5100c4230b18a11678955f6b8335c433d63bb61c00cdb6ed4fab48","source":{"kind":"arxiv","id":"2211.12287","version":2},"attestation_state":"computed","paper":{"title":"RiSi: Spectro-temporal RAN-agnostic Modulation Identification for OFDMA Signals","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Daulet Kurmantayev, Dohyun Kwun, Hyoil Kim, Sung Whan Yoon","submitted_at":"2022-11-22T14:01:10Z","abstract_excerpt":"RAN-agnostic communications can identify intrinsic features of the unknown signal without any prior knowledge, with which incompatible RANs in the same unlicensed band could achieve better coexistence performance than today's LBT-based coexistence. Blind modulation identification is its key building block, which blindly identifies the modulation type of an incompatible signal without any prior knowledge. Recent blind modulation identification schemes are built upon deep neural networks, which are limited to single-carrier signal recognition thus not pragmatic for identifying spectro-temporal O"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2211.12287","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2022-11-22T14:01:10Z","cross_cats_sorted":[],"title_canon_sha256":"0e16235e8f6ecdf708cd9df98b58728f1d66b3a5f567043332cccb2de5231b43","abstract_canon_sha256":"14f6aae0a0bc342dbab418057a2a26f6e86e143302489b657ca9298307d58262"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:37:12.496062Z","signature_b64":"N09CgZSvio+23ZfWyPK9Jw9gJBn0rzBAxAmgaRo3BA6No9xspySJuXlWFN/ky7Y1aXmPAwRCNADoLFy/T9EhAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"09878365ed5100c4230b18a11678955f6b8335c433d63bb61c00cdb6ed4fab48","last_reissued_at":"2026-07-05T08:37:12.495673Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:37:12.495673Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"RiSi: Spectro-temporal RAN-agnostic Modulation Identification for OFDMA Signals","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Daulet Kurmantayev, Dohyun Kwun, Hyoil Kim, Sung Whan Yoon","submitted_at":"2022-11-22T14:01:10Z","abstract_excerpt":"RAN-agnostic communications can identify intrinsic features of the unknown signal without any prior knowledge, with which incompatible RANs in the same unlicensed band could achieve better coexistence performance than today's LBT-based coexistence. Blind modulation identification is its key building block, which blindly identifies the modulation type of an incompatible signal without any prior knowledge. Recent blind modulation identification schemes are built upon deep neural networks, which are limited to single-carrier signal recognition thus not pragmatic for identifying spectro-temporal O"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.12287","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2211.12287/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2211.12287","created_at":"2026-07-05T08:37:12.495731+00:00"},{"alias_kind":"arxiv_version","alias_value":"2211.12287v2","created_at":"2026-07-05T08:37:12.495731+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.12287","created_at":"2026-07-05T08:37:12.495731+00:00"},{"alias_kind":"pith_short_12","alias_value":"BGDYGZPNKEAM","created_at":"2026-07-05T08:37:12.495731+00:00"},{"alias_kind":"pith_short_16","alias_value":"BGDYGZPNKEAMIIYL","created_at":"2026-07-05T08:37:12.495731+00:00"},{"alias_kind":"pith_short_8","alias_value":"BGDYGZPN","created_at":"2026-07-05T08:37:12.495731+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5","json":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5.json","graph_json":"https://pith.science/api/pith-number/BGDYGZPNKEAMIIYLDCQRM6EVL5/graph.json","events_json":"https://pith.science/api/pith-number/BGDYGZPNKEAMIIYLDCQRM6EVL5/events.json","paper":"https://pith.science/paper/BGDYGZPN"},"agent_actions":{"view_html":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5","download_json":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5.json","view_paper":"https://pith.science/paper/BGDYGZPN","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2211.12287&json=true","fetch_graph":"https://pith.science/api/pith-number/BGDYGZPNKEAMIIYLDCQRM6EVL5/graph.json","fetch_events":"https://pith.science/api/pith-number/BGDYGZPNKEAMIIYLDCQRM6EVL5/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5/action/timestamp_anchor","attest_storage":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5/action/storage_attestation","attest_author":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5/action/author_attestation","sign_citation":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5/action/citation_signature","submit_replication":"https://pith.science/pith/BGDYGZPNKEAMIIYLDCQRM6EVL5/action/replication_record"}},"created_at":"2026-07-05T08:37:12.495731+00:00","updated_at":"2026-07-05T08:37:12.495731+00:00"}