{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:HXRLQICA4QTHKFMZNWNNW4XAJX","short_pith_number":"pith:HXRLQICA","canonical_record":{"source":{"id":"2303.16038","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2023-03-28T15:14:31Z","cross_cats_sorted":["eess.SP","math.IT"],"title_canon_sha256":"c49398bf9af17673cf1f6d5fb0e6e2d14276e027a25f7e2cc17ebf2c2314b851","abstract_canon_sha256":"542ce0fdbbd242164ba2151812e5931bdebfc909bb63b832787a432de2327461"},"schema_version":"1.0"},"canonical_sha256":"3de2b82040e4267515996d9adb72e04df004ed73945e59b81895ac1f6a6ed1ba","source":{"kind":"arxiv","id":"2303.16038","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.16038","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"arxiv_version","alias_value":"2303.16038v1","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.16038","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_12","alias_value":"HXRLQICA4QTH","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_16","alias_value":"HXRLQICA4QTHKFMZ","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_8","alias_value":"HXRLQICA","created_at":"2026-07-05T05:55:31Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:HXRLQICA4QTHKFMZNWNNW4XAJX","target":"record","payload":{"canonical_record":{"source":{"id":"2303.16038","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2023-03-28T15:14:31Z","cross_cats_sorted":["eess.SP","math.IT"],"title_canon_sha256":"c49398bf9af17673cf1f6d5fb0e6e2d14276e027a25f7e2cc17ebf2c2314b851","abstract_canon_sha256":"542ce0fdbbd242164ba2151812e5931bdebfc909bb63b832787a432de2327461"},"schema_version":"1.0"},"canonical_sha256":"3de2b82040e4267515996d9adb72e04df004ed73945e59b81895ac1f6a6ed1ba","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:55:31.084579Z","signature_b64":"JWex6JTYvbIAFEQrIsoB0mODTdxAmtoDgbBcLWEn/j5haGKqmKx+5QHZgPGz/BYwEtEwHfjrfNw0X7uXHX+9Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3de2b82040e4267515996d9adb72e04df004ed73945e59b81895ac1f6a6ed1ba","last_reissued_at":"2026-07-05T05:55:31.084101Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:55:31.084101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2303.16038","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:55:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XEL+9CzKh+Rdv58GxWt2Nl/F6iJ1yB0mWkQLdNfq0H6c2rFPIFxjLbAyFJuM0qka0foiQt01kKRYzTnljoEyBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T03:14:43.245881Z"},"content_sha256":"29ca6625a550690f1b45b15fb6a9cd08af88f24d3d194080ab4f4488f07b7be8","schema_version":"1.0","event_id":"sha256:29ca6625a550690f1b45b15fb6a9cd08af88f24d3d194080ab4f4488f07b7be8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:HXRLQICA4QTHKFMZNWNNW4XAJX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Polar Coded Integrated Data and Energy Networking: A Deep Neural Network Assisted End-to-End Design","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["eess.SP","math.IT"],"primary_cat":"cs.IT","authors_text":"Jie Hu, Jingwen Cui, Kun Yang, Lajos Hanzo, Luping Xiang","submitted_at":"2023-03-28T15:14:31Z","abstract_excerpt":"Wireless sensors are everywhere. To address their energy supply, we proposed an end-to-end design for polar-coded integrated data and energy networking (IDEN), where the conventional signal processing modules, such as modulation/demodulation and channel decoding, are replaced by deep neural networks (DNNs). Moreover, the input-output relationship of an energy harvester (EH) is also modelled by a DNN. By jointly optimizing both the transmitter and the receiver as an autoencoder (AE), we minimize the bit-error-rate (BER) and maximize the harvested energy of the IDEN system, while satisfying the "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.16038","kind":"arxiv","version":1},"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/2303.16038/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:55:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8Ud1U7n+wgwZU4TMvRwXw2UbU/zJLZgtJ9sVE/UYV58oQML/y2VGfWKN048o6XK7npms/s1ukM26z6hkW+N1DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T03:14:43.246376Z"},"content_sha256":"90a41fb9a018443dc3729d87ef921e9783459b98e566c91ab5ba418aa6c27184","schema_version":"1.0","event_id":"sha256:90a41fb9a018443dc3729d87ef921e9783459b98e566c91ab5ba418aa6c27184"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/bundle.json","state_url":"https://pith.science/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-05T03:14:43Z","links":{"resolver":"https://pith.science/pith/HXRLQICA4QTHKFMZNWNNW4XAJX","bundle":"https://pith.science/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/bundle.json","state":"https://pith.science/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HXRLQICA4QTHKFMZNWNNW4XAJX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:HXRLQICA4QTHKFMZNWNNW4XAJX","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":"542ce0fdbbd242164ba2151812e5931bdebfc909bb63b832787a432de2327461","cross_cats_sorted":["eess.SP","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2023-03-28T15:14:31Z","title_canon_sha256":"c49398bf9af17673cf1f6d5fb0e6e2d14276e027a25f7e2cc17ebf2c2314b851"},"schema_version":"1.0","source":{"id":"2303.16038","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.16038","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"arxiv_version","alias_value":"2303.16038v1","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.16038","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_12","alias_value":"HXRLQICA4QTH","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_16","alias_value":"HXRLQICA4QTHKFMZ","created_at":"2026-07-05T05:55:31Z"},{"alias_kind":"pith_short_8","alias_value":"HXRLQICA","created_at":"2026-07-05T05:55:31Z"}],"graph_snapshots":[{"event_id":"sha256:90a41fb9a018443dc3729d87ef921e9783459b98e566c91ab5ba418aa6c27184","target":"graph","created_at":"2026-07-05T05:55:31Z","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/2303.16038/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Wireless sensors are everywhere. To address their energy supply, we proposed an end-to-end design for polar-coded integrated data and energy networking (IDEN), where the conventional signal processing modules, such as modulation/demodulation and channel decoding, are replaced by deep neural networks (DNNs). Moreover, the input-output relationship of an energy harvester (EH) is also modelled by a DNN. By jointly optimizing both the transmitter and the receiver as an autoencoder (AE), we minimize the bit-error-rate (BER) and maximize the harvested energy of the IDEN system, while satisfying the ","authors_text":"Jie Hu, Jingwen Cui, Kun Yang, Lajos Hanzo, Luping Xiang","cross_cats":["eess.SP","math.IT"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2023-03-28T15:14:31Z","title":"Polar Coded Integrated Data and Energy Networking: A Deep Neural Network Assisted End-to-End Design"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.16038","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":"sha256:29ca6625a550690f1b45b15fb6a9cd08af88f24d3d194080ab4f4488f07b7be8","target":"record","created_at":"2026-07-05T05:55:31Z","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":"542ce0fdbbd242164ba2151812e5931bdebfc909bb63b832787a432de2327461","cross_cats_sorted":["eess.SP","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2023-03-28T15:14:31Z","title_canon_sha256":"c49398bf9af17673cf1f6d5fb0e6e2d14276e027a25f7e2cc17ebf2c2314b851"},"schema_version":"1.0","source":{"id":"2303.16038","kind":"arxiv","version":1}},"canonical_sha256":"3de2b82040e4267515996d9adb72e04df004ed73945e59b81895ac1f6a6ed1ba","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3de2b82040e4267515996d9adb72e04df004ed73945e59b81895ac1f6a6ed1ba","first_computed_at":"2026-07-05T05:55:31.084101Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:55:31.084101Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JWex6JTYvbIAFEQrIsoB0mODTdxAmtoDgbBcLWEn/j5haGKqmKx+5QHZgPGz/BYwEtEwHfjrfNw0X7uXHX+9Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T05:55:31.084579Z","signed_message":"canonical_sha256_bytes"},"source_id":"2303.16038","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:29ca6625a550690f1b45b15fb6a9cd08af88f24d3d194080ab4f4488f07b7be8","sha256:90a41fb9a018443dc3729d87ef921e9783459b98e566c91ab5ba418aa6c27184"],"state_sha256":"545acca170d113c2b83a468a88b7bf90006eedc990561d1a9854943b6616fc55"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3bI/wh95uqchU1iVXaweio/ZLFFo9nJ/slujgB8jJU/1+ANbAvJ6OJSFTluc0Fbc+CQIaEUmd4SampBlWpG8Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T03:14:43.250482Z","bundle_sha256":"e31d543bd326d24481994991ccefc002a2aef86665d25d2ec764cdae98d534da"}}