{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:YJ4G7VV3RRXBIQVARFDZCA5C2E","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"fb655065fab2877187f797aac9b33304deb79e5fe439a48857d4fed104ab1d16","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2022-12-13T06:26:19Z","title_canon_sha256":"8b1a46361a14d0e11ec95fccec0fda8831ee909d15648a5c19f8c639a6593e35"},"schema_version":"1.0","source":{"id":"2212.06396","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2212.06396","created_at":"2026-07-05T05:24:49Z"},{"alias_kind":"arxiv_version","alias_value":"2212.06396v1","created_at":"2026-07-05T05:24:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2212.06396","created_at":"2026-07-05T05:24:49Z"},{"alias_kind":"pith_short_12","alias_value":"YJ4G7VV3RRXB","created_at":"2026-07-05T05:24:49Z"},{"alias_kind":"pith_short_16","alias_value":"YJ4G7VV3RRXBIQVA","created_at":"2026-07-05T05:24:49Z"},{"alias_kind":"pith_short_8","alias_value":"YJ4G7VV3","created_at":"2026-07-05T05:24:49Z"}],"graph_snapshots":[{"event_id":"sha256:b6c15fcab54b065f987879cbbf9922aa83b7cb0168f9bab7d61fb9e6f4df61fe","target":"graph","created_at":"2026-07-05T05:24:49Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2212.06396/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Rate-Splitting Multiple Access (RSMA) has recently found favour in the multi-antenna-aided wireless downlink, as a benefit of relaxing the accuracy of Channel State Information at the Transmitter (CSIT), while in achieving high spectral efficiency and providing security guarantees. These benefits are particularly important in high-velocity vehicular platoons since their high Doppler affects the estimation accuracy of the CSIT. To tackle this challenge, we propose an RSMA-based Internet of Vehicles (IoV) solution that jointly considers platoon control and FEderated Edge Learning (FEEL) in the d","authors_text":"Lajos Hanzo, Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2022-12-13T06:26:19Z","title":"Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2212.06396","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:3d157ce006849dba9de8fa3c15c4e7c42cf90e4a38ec10ba74db2c9e65ec245a","target":"record","created_at":"2026-07-05T05:24:49Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"fb655065fab2877187f797aac9b33304deb79e5fe439a48857d4fed104ab1d16","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2022-12-13T06:26:19Z","title_canon_sha256":"8b1a46361a14d0e11ec95fccec0fda8831ee909d15648a5c19f8c639a6593e35"},"schema_version":"1.0","source":{"id":"2212.06396","kind":"arxiv","version":1}},"canonical_sha256":"c2786fd6bb8c6e1442a089479103a2d125d5f0d42594e42ffc5ab617fa13950e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c2786fd6bb8c6e1442a089479103a2d125d5f0d42594e42ffc5ab617fa13950e","first_computed_at":"2026-07-05T05:24:49.788499Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:24:49.788499Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"d0yeqQNrOLf5EZ3Z3+7v3gZY5hl5cvGJmbnaYwdM5JHyOBTTBEYytR6VaBlmwVm7CUJjBfuWCIni+XKo0imdDw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:24:49.788953Z","signed_message":"canonical_sha256_bytes"},"source_id":"2212.06396","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3d157ce006849dba9de8fa3c15c4e7c42cf90e4a38ec10ba74db2c9e65ec245a","sha256:b6c15fcab54b065f987879cbbf9922aa83b7cb0168f9bab7d61fb9e6f4df61fe"],"state_sha256":"b4238f7f85f0f9c027d55aeb2161b11e015d769636b7e7aa02fa2ccca1917b9c"}