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Paper Citation Record · LEDGER

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks

As of 6 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2604.05797.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.05797 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:37:19.416568Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy55
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e14a116-8cf1-4253-b724-4d6ac407f521 · outbound

This paper cites Dynamic power allocation for integrated sensing and communication-enabled vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Dynamic power allocation for integrated sensing and communication-enabled vehicular networks

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 6a73c8ea-6102-4756-bae1-239f8f3a6a90 · outbound

This paper cites Vehicular connectivity on complex trajectories: Roadway- geometry aware isac beam-tracking.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Vehicular connectivity on complex trajectories: Roadway- geometry aware isac beam-tracking

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.528530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:81b04b0ff09d068bc2b00ac1a4da8cf4fb07d5f6f0d908d7a9302d5220d05d50

Observation a31c0554-12f0-4ce9-85ff-335d622a3a19 · outbound

This paper cites Near-field integrated sensing and communication beamforming considering complexity.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Near-field integrated sensing and communication beamforming considering complexity

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.516122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 876c1b47-df55-4e17-96fa-c4bc487eb9f8 · outbound

This paper cites Iov-oriented integrated sensing, computation, and communication: System design and resource allocation.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Iov-oriented integrated sensing, computation, and communication: System design and resource allocation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.511985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:bcd6a849314eeeaef2bda9e1d2583311ce2fb3939c3d44623e89efdf24ba9ce0

Observation f85c0c2b-b052-4f65-9a57-6116a88ba5af · outbound

This paper cites Integrated sensing, commu- nication and computing for targeted dissemination: A service- aware strategy for internet of vehicles.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Integrated sensing, commu- nication and computing for targeted dissemination: A service- aware strategy for internet of vehicles

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.533752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:c135e836a40e0727429a251f88ae6c046474b51b726568a7b156e309e95d84d4

Observation dc329e1c-5579-478f-b3f6-28fd8b764160 · outbound

This paper cites Semantic communication-based dynamic resource allocation in d2d vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Semantic communication-based dynamic resource allocation in d2d vehicular networks

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.523854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:c81c723181b840a366f8e9e7eb9da678fe1fcfc389b3b86b5b461cdce5dd7c24

Observation 50d00064-cc09-42af-b25b-dbd8d3f59ac3 · outbound

This paper cites xurllc-aware service provisioning in vehicular networks: A semantic communication perspective.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks xurllc-aware service provisioning in vehicular networks: A semantic communication perspective

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.502212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:50b402779d8833916c82fe30449d43f8cb338637067948584e540bdba440fe5f

Observation 40a8411e-a2d6-403b-b10a-22d0a47d1d55 · outbound

This paper cites Task- driven semantic-aware green cooperative transmission strategy for vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Task- driven semantic-aware green cooperative transmission strategy for vehicular networks

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.520038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:c55b89ac340afce1fc4205a54d4d28b7990277d1e9b0a9d20b520fc9cce7cbe5

Observation 6bba6b8e-095b-4cd5-ba11-cd4f25e95727 · outbound

This paper cites Computing networks enabled semantic communications.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Computing networks enabled semantic communications

Reference 9

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raw_fallback, observed 2026-05-16T17:13:09.480688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:7f2d9d39f52e0782a0f638b6416b32c97e07401f9729a003830b2caaf0ee3842

Observation 61b4db54-e31f-4976-b751-5c34e76c0295 · outbound

This paper cites Compression ratio allocation for probabilistic semantic communication with rsma.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Compression ratio allocation for probabilistic semantic communication with rsma

Reference 10

Resolution
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raw_fallback, observed 2026-05-16T17:13:09.362231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:b9065770cec0f28d1ef936bbc5381d4378e4a1a60e7b7c935200719d4f626a3b

Observation d2f4f4df-88c9-402f-a0fd-38efaaeec7a3 · outbound

This paper cites On the physical layer of digital twin: An integrated sensing and communications perspective.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks On the physical layer of digital twin: An integrated sensing and communications perspective

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.365571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:b03d1c023dfe4620a3f5fab3e22989c2370391ccb7404546ae09ff52d43e58fd

Observation bb5cc629-63e9-4056-a841-035580910e15 · outbound

This paper cites Resource allocation for integrated sensing and communication in digital twin enabled internet of vehicles.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Resource allocation for integrated sensing and communication in digital twin enabled internet of vehicles

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.464773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:db1d25e477c7f9af054df79a330c07fae13ed6adfac88fc8c73eb41d5af5d0dd

Observation 0343f120-49f5-49df-9d24-f8fbc3b3bac3 · outbound

This paper cites A denoising diffusion probabilistic model-based digital twinning of isac mimo channel.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks A denoising diffusion probabilistic model-based digital twinning of isac mimo channel

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.474486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:e522a56a5892787ca862a8205d0a61d8b051e967c12515bb4c0c728b4aed510d

Observation 19a09be0-d5ba-4498-8afc-5e3dd8b10644 · outbound

This paper cites Causal semantic com- munication for digital twins: A generalizable imitation learning approach.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Causal semantic com- munication for digital twins: A generalizable imitation learning approach

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.352722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:a84cead4e6daac56d4300178846ac778ce7fbb6353ec3cb2fe99573e8f928733

Observation ebce046e-9d41-4ad1-adb9-29228f841f52 · outbound

This paper cites Fles: A federated learning-enhanced semantic communication framework for mobile aigc-driven human digital twins.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Fles: A federated learning-enhanced semantic communication framework for mobile aigc-driven human digital twins

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.349537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:4a1210ae9864dc7795a86f89a843eeeb737253bd3854114b096e683531a4579a

Observation a26a6394-c462-49e9-9d89-1d9233157279 · outbound

This paper cites Digital twin in industry: State-of-the-art.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Digital twin in industry: State-of-the-art

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.458504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:027e8a0bc68e027ff9634ef390243e1b1d65d9dd27d3beda29027e4a1d60264a

Observation a58d1b4f-5edb-4d5f-8825-ff4cbf4cf989 · outbound

This paper cites When digital twin meets 6g: Concepts, obstacles, and research prospects.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks When digital twin meets 6g: Concepts, obstacles, and research prospects

Reference 17

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verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.346118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:47a8df586d833bb1671edaf2c0b2891c58ac231615c7251802773e8060f8ed6d

Observation 85bb8c8f-e0c2-4af9-91a3-ac3a7dcc1cce · outbound

This paper cites Near-field integrated sensing and communications.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Near-field integrated sensing and communications

Reference 18

Resolution
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raw_fallback, observed 2026-05-16T17:13:09.409158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:a3befa09aaab078e428a666b87f77aa94090289531c6b847a90173360a1e0e7c

Observation fb276af4-8c0f-4501-84a0-70eb215f5911 · outbound

This paper cites Near-field communications: Research advances, potential, and challenges.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Near-field communications: Research advances, potential, and challenges

Reference 19

Resolution
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raw_fallback, observed 2026-05-16T17:13:09.335295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:a647ea2c7e54f6c1acb89e8bafe568c250ce1d032a32523082df1347e3e26acc

Observation e1604b4d-3ca7-49cb-8be9-00106efd7f71 · outbound

This paper cites Roadside unit deployment for coverage improvement in vehicular ad-hoc network.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Roadside unit deployment for coverage improvement in vehicular ad-hoc network

Reference 20

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verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.331856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:6258f6f32e4731d7d1c85176b94c9aef2564c78373db9fb4eedbe371e4f3c1fc

Observation 2291f1de-815b-47e4-b287-4177ae880216 · outbound

This paper cites Joint optimization of vehicular sensing and vehicle digital twins de- ployment for dt-assisted iovs.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Joint optimization of vehicular sensing and vehicle digital twins de- ployment for dt-assisted iovs

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.468215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:d71b02b61cc7b7ecd0e0b285a2c12cfa80dd8acd2f37202d8e4d24437039c1ed

Observation fa171591-b820-44b3-8d24-f02d428ffb80 · outbound

This paper cites Semantic v2x communications for image transmission in 6g systems.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Semantic v2x communications for image transmission in 6g systems

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.380377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:eaa927511d9c7bb7005219bd61e56715bc84c2e0b98e1e8eddd665071e041b0f

Observation 803747fe-ecf5-45b8-bf2f-b3aa667840c9 · outbound

This paper cites Near-field extremely large-scale star-ris enabled integrated sensing and communications.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Near-field extremely large-scale star-ris enabled integrated sensing and communications

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.431470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:fd50e6597e6dfd3d119119b2b118818540ff939a8f59b35c2ffbc8e7649eb6fc

Observation 574e4b90-3b55-4658-9cd4-f9a26ed37ca6 · outbound

This paper cites Toward efficient and privacy-aware ehealth systems: An integrated sensing, computing, and semantic com- munication approach.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Toward efficient and privacy-aware ehealth systems: An integrated sensing, computing, and semantic com- munication approach

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.477561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:8857da083be73862337132755b6b7edfd17be008cad2a170bdff20d05800c95b

Observation 468e2198-e846-4ef1-aa80-fb3a928e4d24 · outbound

This paper cites Distributed machine learning for uav swarms: Comput- ing, sensing, and semantics.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Distributed machine learning for uav swarms: Comput- ing, sensing, and semantics

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.493022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:0001d1482fc2755422825718faab10239a5080d43390538fbe67a8b37f940b21

Observation 0b9ec2d3-bde8-4f99-9ab0-96c3fe12bc93 · outbound

This paper cites Secure semantic communications: From perspective of physical layer security.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Secure semantic communications: From perspective of physical layer security

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.471430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:02cc08a9214533f9bc1620ed23983ab55d87fba267f82cab1088a8ae388c6a54

Observation c1b98af5-5a83-40f6-ab24-f58073f19247 · outbound

This paper cites Generative ai empowered semantic feature multiple access (sfma) over wireless networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Generative ai empowered semantic feature multiple access (sfma) over wireless networks

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.489909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:11d8142ebd3d2cceb0155e081d4a5fc85f608205b6fd8973a1adf2c2b0d73dee

Observation a66f740c-d634-4da9-b863-44cfbcf25a59 · outbound

This paper cites Mobility digital twin: Concept, architecture, case study, and future challenges.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Mobility digital twin: Concept, architecture, case study, and future challenges

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.424294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:87bb9a1c9ac3ce3830cce399f1dcf775d7f43b86b988c17fb263f847b964af39

Observation 4a0c8007-40d4-42f6-8d2d-82453f80ac31 · outbound

This paper cites Adaptive digital twin for vehicular edge computing and networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Adaptive digital twin for vehicular edge computing and networks

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.412938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:9a0bbfa30de308dbed9b835dcd105c2deadaccd60c15faba13beffb9b983d180

Observation 658d5b09-4f7a-4f73-bdbb-a44e13da0bcb · outbound

This paper cites Deep semantic communication for knowledge sharing in internet of vehicles.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Deep semantic communication for knowledge sharing in internet of vehicles

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.448069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:0f6916d79aa5daeb026720623fdfc2be326e3e612fa9763776b6ae6c4a1ea51f

Observation ffe641af-6c69-4ea1-bf93-4b19c6f04ace · outbound

This paper cites Radar-assisted predictive beamforming for vehicular links: Communication served by sensing.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Radar-assisted predictive beamforming for vehicular links: Communication served by sensing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.405231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:b776d75f8e64fdff4c1effc764b6af29d93e48c29ab0ae8485f6b06518dc1206

Observation 70a86663-4f9b-4903-8ab4-22ae620c3863 · outbound

This paper cites Sensing as a service in 6g perceptive networks: A unified framework for isac resource allocation.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Sensing as a service in 6g perceptive networks: A unified framework for isac resource allocation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.444687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:121a8c9a1cf3773ce09302bbd2387f73fb57f47a85ccdb5ca8fd3d036a4133d9

Observation f6f65233-cab2-40b5-b1ba-17bfae4888b7 · outbound

This paper cites Joint vehicle connection and beamforming optimization in digital twin assisted integrated sensing and communication vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Joint vehicle connection and beamforming optimization in digital twin assisted integrated sensing and communication vehicular networks

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.396845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:ef1cc13a172e8636689c8820414f78be1bdad5663932d9b54bd29b1d34230876

Observation 1aa1829c-b542-4b7e-be17-f4a995afe321 · outbound

This paper cites Near-field communications: A tutorial review.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Near-field communications: A tutorial review

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.437980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:d5ba5915b1103176b80785c3c7151a9c022150def497022a9066728c86dff876

Observation 6bb8eb78-5c4e-4b9c-b251-3be653cc3648 · outbound

This paper cites Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.388836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:5d7f9f26097459dc96b654dcb4d8641969c69418112bfa7231d8d247cfab779b

Observation ed73da33-f6ac-47cf-8421-a2f27908ddab · outbound

This paper cites Modeling and analysis of near-field isac.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Modeling and analysis of near-field isac

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.341976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:6894b807c0e881b65ad9e1853b8bfe787c56a716dd8214b0b41bdcc4069ce123

Observation cdd37c08-9d66-411f-b9ef-b9969acb43b0 · outbound

This paper cites Joint radar and communication design: Applications, state-of-the-art, and the road ahead.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Joint radar and communication design: Applications, state-of-the-art, and the road ahead

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.384661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:715c10203915491c3790f10d5d2a7f30f825eb309fa45f74ca9c26e96d4ca553

Observation 4c187d7b-f547-4c46-8f31-600f8440b993 · outbound

This paper cites Secure design for integrated sensing and semantic communication system.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Secure design for integrated sensing and semantic communication system

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.420837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:d63d5c68deb0d107ab85bae3fa4cea7c4c7c34f6219e8358b55324bc5c9a2f0c

Observation b912e1e9-33bb-42e4-81cd-eb165ec3b022 · outbound

This paper cites Integrated sensing, computing and semantic communication for vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Integrated sensing, computing and semantic communication for vehicular networks

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.338651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:f1a7490decf0b90b6d0262f452c90dc9cf1c77251bce78fb1479ea37db6d99e3

Observation 7b56651e-8068-4d30-8fcd-734b1a6c71c4 · outbound

This paper cites Target detection and local- ization using mimo radars and sonars.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Target detection and local- ization using mimo radars and sonars

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.428005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:be59f53e3795cf2c6a52628eb885d509ef8730c6ee3a99d6a9301ec2b85d3d99

Observation 522773b9-6a5f-48c2-aad5-5380b5dd90f3 · outbound

This paper cites Digital- twin-assisted task offloading based on edge collaboration in the digital twin edge network.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Digital- twin-assisted task offloading based on edge collaboration in the digital twin edge network

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.451497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:c4b7887399a620c9fe362e44e382d9a8a55699982a518d31d610bf88a0c4ea04

Observation 76957dc7-3032-431e-a099-2e8ce10f3d55 · outbound

This paper cites Mobile edge computing aided integrated sensing and communication with short-packet transmissions.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Mobile edge computing aided integrated sensing and communication with short-packet transmissions

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.496702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:06a820e03e5ed0a1288ce7a8cbc7da5e14ca61baa1b74e321f5c1a8fab0532e3

Observation cdddda9f-d7a9-4982-b353-8dcb9f0e61c7 · outbound

This paper cites Edge intelligence-based ultra-reliable and low-latency communications for digital twin-enabled meta- verse.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Edge intelligence-based ultra-reliable and low-latency communications for digital twin-enabled meta- verse

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.416940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:dc7868cf0e217c2ea6d6b2f15e21faab518f02e5b234a68da8a7a47fa9b13a45

Observation c2926b38-81a0-4a55-99b3-a9930e2a5e3a · outbound

This paper cites Communication-efficient federated learning for digital twin edge networks in industrial iot.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Communication-efficient federated learning for digital twin edge networks in industrial iot

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.400865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:dada83e22b5380e3e42771dc55c5f34a86a9304e49e8c06ad9e418f29b4eb34b

Observation c0d00e1e-8961-4ea2-9d1b-2548b1c52178 · outbound

This paper cites Digital twin-aided intelligent offloading with edge selection in mobile edge computing.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Digital twin-aided intelligent offloading with edge selection in mobile edge computing

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.461745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:3550ceb36ad0c10b70f42e0df268e7c8efca5f09a06c78c115fc20445db4879f

Observation 05f33adf-087e-46e0-a2f5-e7c98b29a4c1 · outbound

This paper cites Deep learning for hybrid 5g services in mobile edge computing systems: Learn from a digital twin.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Deep learning for hybrid 5g services in mobile edge computing systems: Learn from a digital twin

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.486508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:5600b8ffbf2050e91c7225e1f56151c913e36d834097982326550ca0298e9d83

Observation c2246fcf-f889-4153-b6a8-8cac63ef5e1b · outbound

This paper cites Particle filtering.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Particle filtering

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.392691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:628efecb0d093a6dedf121ceb9feef3806e28bb4789d7f5d98692cd0daba51ad

Observation 068f022f-058d-41f8-8407-bf23e5da8a41 · outbound

This paper cites Ristic, S.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Ristic, S

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.368821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:dc8e79de018b418783c567a35f3284cd31b5e53a20523852ef8e44bfcae50018

Observation 94acd217-d9c9-461d-8e0c-2e8189117ac5 · outbound

This paper cites Bayesian filtering: From kalman filters to particle filters, and beyond.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Bayesian filtering: From kalman filters to particle filters, and beyond

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.359068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:a8a78d7d230ff47e343bfff5e3bd7162cb764d759eee9a6b16bf27b7683cf0a4

Observation 57e160f9-532e-4660-8ba7-185f861d3ca1 · outbound

This paper cites A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.372282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:b3ea9d152a61a2f6c92c33b5601640a913ccf089ab2deee00f57abec2e46cb5d

Observation 9b587d7d-0bf8-489b-a896-614f901c1387 · outbound

This paper cites Weighted sum-rate maximization using weighted mmse for mimo-bc beamforming design.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Weighted sum-rate maximization using weighted mmse for mimo-bc beamforming design

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.455040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:1706b185b01228294c6ce59e365f2403a04ab1cb1a9d372110b1d9d27e3361b8

Observation b7564474-88da-4aa8-b443-c290aa8dbe8b · outbound

This paper cites Spectral efficiency in the wideband regime.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Spectral efficiency in the wideband regime

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.376070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:2dd584d002927f9effaaf0eb5eff7fd930eab004923f8983684e8a39ab36127f

Observation 11aea098-6694-4e58-8456-a69ee494d8cf · outbound

This paper cites Crb minimization for ris-aided mmwave integrated sensing and communications.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Crb minimization for ris-aided mmwave integrated sensing and communications

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.434926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:3c45c29e83145ee98a9d10031563f396f143154db488250b8bf9b2de94022937

Observation 0178bb42-5c04-4ffe-a762-2742d44313bd · outbound

This paper cites Learning-based predictive beamforming for integrated sensing and communication in vehicular networks.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks Learning-based predictive beamforming for integrated sensing and communication in vehicular networks

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.355795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:cb702838d55fe77f4e49e3cc4f776e74d57cad0d2d83ec55bab5a5fceb1d8e73

Observation ccb7d24e-501e-4020-af89-108facc54de8 · outbound

This paper cites An isac-based beam tracking scheme against inter-region interference for the multi-rsu v2i scenario.

Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks An isac-based beam tracking scheme against inter-region interference for the multi-rsu v2i scenario

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T17:13:09.441481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T18:37:19.416568Z digest=sha256:6391554480d62d79ac6395889ee9fa27e9053aad796c81b4a4bab533680c1274

Pith citing papers

No inbound Pith citation observations are available.