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Paper Citation Record · LEDGER

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.03460.

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

pith.paper-citation-record.v1
2508.03460 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:28:44.012570Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy46
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2293a72-0793-4ba6-80a4-89d8cbc7b9fa · outbound

This paper cites Global artificial intelligence generated content (aigc) market size by application, by technology, by end-user industry, by geographic scope and forecast,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Global artificial intelligence generated content (aigc) market size by application, by technology, by end-user industry, by geographic scope and forecast,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.547665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 99e07425-4442-4553-91bd-2560d389d1c2 · outbound

This paper cites Empowering education devel- opment through aigc: A systematic literature review,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Empowering education devel- opment through aigc: A systematic literature review,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.494940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 664f13a6-8d7d-43ff-8327-030124e7f957 · outbound

This paper cites A revolution of personalized healthcare: Enabling human digital twin with mobile aigc,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO A revolution of personalized healthcare: Enabling human digital twin with mobile aigc,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.435788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.305480Z digest=sha256:cf681bfb290fba759af0390d907b73b4d35356d78986c59b2ec812d37f4333cb

Observation a9a47b2b-5736-46c3-beea-21fa1f663f61 · outbound

This paper cites Vision lan- guage model-empowered contract theory for aigc task allocation in teleoperation,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Vision lan- guage model-empowered contract theory for aigc task allocation in teleoperation,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.379002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.400638Z digest=sha256:7e7e826865729fe07e514cc8595e7da4c3f801fe052dd524f6689af7c9e4cf3f

Observation d924309b-c93d-4bc5-a5e6-5fba9d17c7e8 · outbound

This paper cites Distributionally Robust Contract Theory for Edge AIGC Services in Teleoperation.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Distributionally Robust Contract Theory for Edge AIGC Services in Teleoperation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-06T04:28:44.269689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.486653Z digest=sha256:0cf7739edf805b250c64ce652c0ef0176b6001a2771189d96ed416094c8a3b02

Observation 532de527-c22d-43e2-8ed3-8daa11b83a7c · outbound

This paper cites Network latency in teleoperation of connected and autonomous vehicles: A review of trends, challenges, and mitigation strategies,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Network latency in teleoperation of connected and autonomous vehicles: A review of trends, challenges, and mitigation strategies,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.313565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.599798Z digest=sha256:0f7557d5efb4afd14c6b8e0243dc902ed3742bc75203b71012a67710740d4c3c

Observation 03fbf7ee-5db7-4452-b112-6faea2fd6cd7 · outbound

This paper cites Diffusion-based reinforcement learning for edge-enabled ai-generated content services,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Diffusion-based reinforcement learning for edge-enabled ai-generated content services,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.258878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.700770Z digest=sha256:835f18858674a675524659bd597050d4f94d69dd4ae9a4405b23296bd64781e5

Observation 621fce11-46c5-4e36-9ec0-cd89d3386c6c · outbound

This paper cites Enabling ai-generated content services in wireless edge networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Enabling ai-generated content services in wireless edge networks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.191031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.756913Z digest=sha256:f30b73df62f619616df84aa2e91131a06be8ce1923dcc690a7d5abe91aa32fea

Observation f4741531-fe34-494e-b04c-9648da75cb9a · outbound

This paper cites Multi- agent rl-based industrial aigc service offloading over wireless edge networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Multi- agent rl-based industrial aigc service offloading over wireless edge networks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.140389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3134c8a7-b551-4d7e-81c0-45ab74143c9e · outbound

This paper cites Potential game-based computation offloading in edge computing with heterogeneous edge servers,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Potential game-based computation offloading in edge computing with heterogeneous edge servers,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.083080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:40.937191Z digest=sha256:6fe012e977bab1b075ae40c0581a163586933370f47e0067ae0662fe4618dcf3

Observation 521b7bec-f1cf-434b-a889-a00764e290fa · outbound

This paper cites Revenue-oriented optimal service offloading based on fog-cloud collaboration in sd-wan enabled manufacturing networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Revenue-oriented optimal service offloading based on fog-cloud collaboration in sd-wan enabled manufacturing networks,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:17.025172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.056955Z digest=sha256:012a156ac82c4ffad223b3861162c373675eb64576a1697dcd49e8d94824fa77

Observation d7cc32b7-01f2-414d-afa2-f93ce8f24e6c · outbound

This paper cites Diffusion model-based incentive mechanism with prospect the- ory for edge aigc services in 6g iot,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Diffusion model-based incentive mechanism with prospect the- ory for edge aigc services in 6g iot,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.970395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.127963Z digest=sha256:7166620339a42993faa01a0faae0b4c1fdfe7eeca47de5601ea18e14c3e5ce93

Observation c8d1a44a-01a1-4a2a-aa5c-3f2f560c545c · outbound

This paper cites Freshness-aware incentive mechanism for mobile ai-generated content (aigc) networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Freshness-aware incentive mechanism for mobile ai-generated content (aigc) networks,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.919136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.216497Z digest=sha256:f59e06f0ce4b3d091ad4f8c1ad64f68f456d299509bb5959930894259f9faf71

Observation ab86ae57-6623-42de-9a1f-325eca5455ca · outbound

This paper cites Learning-based big data sharing incentive in mobile aigc networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Learning-based big data sharing incentive in mobile aigc networks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.855219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.383816Z digest=sha256:f7d5006334397b7bce63c4ac5c684d1c6682240370af6ffafc617d512249e4e9

Observation 9dbbd82e-889d-4950-8867-11034a42d82b · outbound

This paper cites Opti- mizing aigc services by prompt engineering and edge computing: A generative diffusion model-based contract theory approach,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Opti- mizing aigc services by prompt engineering and edge computing: A generative diffusion model-based contract theory approach,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.783194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.560330Z digest=sha256:469c7b92ac30e46bd819ca6d5f96558bbb16e50f94a86f6c9f447d7057d6fd85

Observation 174e7dea-2150-4501-9850-04c42a291841 · outbound

This paper cites an unresolved cited work.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:29:16.717520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.662463Z digest=sha256:707f62b8e9722a5410a10cb6dd6bc4c5075c4b4f0972d23820ba4b7a5f237f14

Observation 8f8a5686-1760-400d-a73b-84df2362909c · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO The unreasonable effectiveness of deep features as a perceptual metric,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.658697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.761543Z digest=sha256:31354d33dec75b7b415d153702cd5489ebf566f653c886f886ebccb9815f612b

Observation b0dbb595-43e8-4d83-976f-53eebcd56b02 · outbound

This paper cites Image quality assessment: From error visibility to structural similarity,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Image quality assessment: From error visibility to structural similarity,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.503289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.850839Z digest=sha256:a8031b3f6329702edda51041baa8846c9f33d5562296a929e1114a133453849a

Observation 9ad2ca2a-b368-4ea3-a940-59593ef9db2e · outbound

This paper cites Contract- theoretic pricing for security deposits in sharded blockchain with internet of things (iot),.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Contract- theoretic pricing for security deposits in sharded blockchain with internet of things (iot),

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.444721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:41.959482Z digest=sha256:448c3b8a4e7c276e2e4f5986db2f90a066513257821b5aea905d694954cbf4e4

Observation 1b996051-6119-4f18-8193-ae8c18b6d756 · outbound

This paper cites Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Promoting the sustainability of blockchain in web 3.0 and the metaverse through diversified incentive mechanism design,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.390958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.016474Z digest=sha256:f5133dfcd486411164022261faa37e42b5cf4649d51f85b84b40529417032f0a

Observation b771fa6c-c16c-4cf3-a6bf-90978563a78d · outbound

This paper cites Prosecutor: Protecting mobile aigc services on two-layer blockchain via reputation and contract theoretic approaches,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Prosecutor: Protecting mobile aigc services on two-layer blockchain via reputation and contract theoretic approaches,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.331060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.079751Z digest=sha256:c565d4a31ed0d2d7725a0683a48f7b9680d018f90030e5f9cbf02d95d1da8102

Observation 8c273065-0bd6-4659-889d-02e8de6a427f · outbound

This paper cites Adaptive contract design for crowdsourcing markets: Bandit algorithms for repeated principal-agent problems,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Adaptive contract design for crowdsourcing markets: Bandit algorithms for repeated principal-agent problems,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.281169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.148040Z digest=sha256:38e488ce3812f4d93945f82d9b0e4680263057860a60745af61047512726a1fd

Observation 8ba0b9eb-f1e2-45ab-abac-8ad00e09a292 · outbound

This paper cites Simple versus optimal contracts,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Simple versus optimal contracts,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.252748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.230130Z digest=sha256:0a645792bb1f98a7eebf617d8611409c94d70fcd2d2c7755b4fe7b36f89b25e8

Observation 266077db-f008-4a6b-809d-6ded330314eb · outbound

This paper cites Learn- ing optimal contracts: How to exploit small action spaces,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Learn- ing optimal contracts: How to exploit small action spaces,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.234081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.301255Z digest=sha256:0fa2e2f5592c1d6df4f3087cbc429cf841c22ad846ddc39c9e2a7394d3b5fd15

Observation f5064441-5167-4c0c-8453-ca06757f8cd4 · outbound

This paper cites Contracting with a learning agent,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Contracting with a learning agent,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.216947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.383717Z digest=sha256:04784b170a808788cb584567f97d41b76a94bf3dc3e36a015cfc9a2636eda945

Observation 7c36088a-993e-42a6-b231-fafef815afe2 · outbound

This paper cites Deep contract design via discontinuous networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Deep contract design via discontinuous networks,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.201443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.430254Z digest=sha256:a60717271bd772c2db727da65c001b525271c9c59c7822bd3bf513b042b3b909

Observation 248d30c3-ac1d-4577-b919-3cc42efc96b1 · outbound

This paper cites Evolution of heuristics: Towards efficient automatic algorithm design using large language model,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Evolution of heuristics: Towards efficient automatic algorithm design using large language model,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.187306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.502673Z digest=sha256:4f246143aab853d48fa38d985d838eb5f2f21c851c550d6a204b1cb83a4b968d

Observation a88f91e7-7052-438d-be44-d5002fec3f6a · outbound

This paper cites Reevo: Large language models as hyper-heuristics with reflective evolution,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Reevo: Large language models as hyper-heuristics with reflective evolution,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.173809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.591761Z digest=sha256:ada1c2fc92d0f8a03631ed6f270b05f7caeefeeb6eba29b4dc79478ba184e3d5

Observation 0ed574c8-cf71-4bca-8ddc-83d85138fb45 · outbound

This paper cites Multi- objective evolution of heuristic using large language model,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Multi- objective evolution of heuristic using large language model,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.158238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.659926Z digest=sha256:097fb6be81a333a76332003c57fd296bf60181587c53d50653d87678b69111c3

Observation b1789680-081f-44ed-95ae-1cd6aa961ddf · outbound

This paper cites an unresolved cited work.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:29:16.139489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.744852Z digest=sha256:da1641fdf622885154ae85947a11a0a2147ea59bd6bf7e77f228d72974a021f7

Observation 4b748538-4d9c-43c8-8fba-84662765b704 · outbound

This paper cites The theory of.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO The theory of

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.126563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.811431Z digest=sha256:bc9b739a8d6fc386f04e2dc80bdd74c44e84f1889aebffb022e441d93bdf557a

Observation 66acc850-971f-48c1-8353-be611f27f43e · outbound

This paper cites Moral hazard and observability,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Moral hazard and observability,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.110777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.874759Z digest=sha256:cdd46785def4567a3e909626939fe28afde0af7227e266d0d291155d4f7224b2

Observation 1ddb39ce-912b-43ce-b975-f37c224febe9 · outbound

This paper cites Bolton and M.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Bolton and M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.094974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.932257Z digest=sha256:347c49a561e4de488ae4c5839680faf6617a949a0d75ea338844b02c70539562

Observation c481da07-5f59-46be-a0d5-5e59ece158f7 · outbound

This paper cites Incentive mechanism design for two-layer wireless edge caching networks using contract theory,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Incentive mechanism design for two-layer wireless edge caching networks using contract theory,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.076926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:42.991458Z digest=sha256:abe2fbd72cb6c32d85e2dffaebaab840837c0ba1e60d9bac8e9efa6e9dcd557a

Observation defe2a25-3997-4e39-98df-989ed5415d35 · outbound

This paper cites Contract-based in- centive design for resource allocation in edge computing-based blockchain,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Contract-based in- centive design for resource allocation in edge computing-based blockchain,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.045410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.038094Z digest=sha256:40d723b46d2d525efd17095e27c335222bbcfaf30d8939157e09cb5beec2476c

Observation 8d22754f-35ae-42ae-887f-c703a3e52664 · outbound

This paper cites Con- sortium blockchain for secure resource sharing in vehicular edge computing: A contract-based approach,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Con- sortium blockchain for secure resource sharing in vehicular edge computing: A contract-based approach,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.028576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.104132Z digest=sha256:4cc665d63b2f415505c72da495ab327d2db6aef854a54bcfa1c99a4894ff91ec

Observation 8c38eea1-1676-44a5-bcfc-67e2476dedaa · outbound

This paper cites Motilearn: Contract- based incentive mechanism for heterogeneous edge collaborative training,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Motilearn: Contract- based incentive mechanism for heterogeneous edge collaborative training,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:16.010782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.179015Z digest=sha256:342f3c7e1abee688be75619dfe162ca8b2d46662451ba4c60f485237ad2afded

Observation 57162397-ac00-46a6-9f9d-c7a4da376d66 · outbound

This paper cites Zhang and Z.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Zhang and Z

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.994943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.256858Z digest=sha256:84613148382fd32f76f982986df596264aff2d26005adc20309f3f35e5de5110

Observation db5fc7d1-e016-4e42-aea3-85cb2929fb58 · outbound

This paper cites Multi-dimensional payment plan in fog computing with moral hazard,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Multi-dimensional payment plan in fog computing with moral hazard,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.976927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.339272Z digest=sha256:dbdf832f4ebbce596cc97eea38835542ed39f133ea971a0c7a9e8f5ce24d99e8

Observation 75fe007a-93f7-45d2-ba53-6af4faa9c2cf · outbound

This paper cites A Contract Theory based Incentive Mechanism for Federated Learning.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO A Contract Theory based Incentive Mechanism for Federated Learning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T04:28:43.401707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:28:43.401707Z digest=sha256:bac1f8d62412ffff42061c38269c45da3dfd06ec6f4ef9d0b71e769929f89ce8

Observation 1a677ec6-87ac-459c-96e0-7567650f2880 · outbound

This paper cites Moral hazard based incentive mechanism for cooperative caching in multi-hop com- munications,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Moral hazard based incentive mechanism for cooperative caching in multi-hop com- munications,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.964666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.458567Z digest=sha256:08b393dcd96df8e93a1fb4ca6122d27ecd19680c71ae1b7a53e1c150e92a9e96

Observation 57f3b495-e660-48a3-ac7d-077acf41d4ff · outbound

This paper cites Multi- dimensional incentive mechanism in mobile crowdsourcing with moral hazard,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Multi- dimensional incentive mechanism in mobile crowdsourcing with moral hazard,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.935721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.540941Z digest=sha256:53d117b5d39e8f6f756307db1250b4497dbbb85b49dd796ad7666652841e3f87

Observation a9748dcf-2d5a-460d-9ad3-a915f8e5504c · outbound

This paper cites Optimal incentive mechanism design for short video collaborative caching system in mobile edge networks based on contract theory,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Optimal incentive mechanism design for short video collaborative caching system in mobile edge networks based on contract theory,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.857463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.598584Z digest=sha256:10accbc5c3864e0f5b7396406d681e230dfa18d4d9049e008281d1cf72a6fdd2

Observation 5aa98113-2fce-4b47-ab72-3e19302a7fbc · outbound

This paper cites Enhancing trust and security in the vehicular metaverse: A reputation-based mechanism for participants with moral hazard,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Enhancing trust and security in the vehicular metaverse: A reputation-based mechanism for participants with moral hazard,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.718240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.657238Z digest=sha256:5a9b8a498cb099894a25f891a902676130782b146f32739d8f14f00fd31ff422

Observation 15ae1436-2ee8-42e4-b11e-3dfdea60352a · outbound

This paper cites Algorithmic con- tract theory: A survey,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Algorithmic con- tract theory: A survey,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.621866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.761479Z digest=sha256:b279eb27eaf683a63505f5d08c17b25742b2a3a39a4436e911bc60d42d71c393

Observation 8bf2fed0-43a5-4bfd-aa4c-05654127e4e1 · outbound

This paper cites The sample complexity of online contract design,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO The sample complexity of online contract design,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.494722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.816855Z digest=sha256:3630141aa8413dcbdc028c33f30519fcb6f77ea9c0a51830000911897b17676e

Observation 3adf1f7e-41cd-4394-98d9-1e29a8e6d586 · outbound

This paper cites Learning approximately optimal contracts,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Learning approximately optimal contracts,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:29:15.406589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.856260Z digest=sha256:1e0fee1bbde0c379e67d9fd6ba962c357f70b71e573fc69a1e2b338c31320180

Observation 0b01f911-703d-4510-8e29-67451b53899f · outbound

This paper cites Learn- ing optimal contracts with small action spaces,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Learn- ing optimal contracts with small action spaces,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:28:44.940135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.903206Z digest=sha256:cad6055a10a5e2a3e1be52eddaed6da30825efcf6e9c4d567871c7587fe60572

Observation 57c1c395-fd50-4b7a-8e7c-5aa6a5709c54 · outbound

This paper cites Exploring collaborative distributed diffusion- based ai-generated content (aigc) in wireless networks,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Exploring collaborative distributed diffusion- based ai-generated content (aigc) in wireless networks,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:28:44.664502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:43.957143Z digest=sha256:edf23a5b7e6d7d0b4e688a71cf88055f5897ab20e63ec51c605a36070edeb7cc

Observation 850377d0-8624-49e3-84fe-4ac0a0e3917b · outbound

This paper cites Unsupervised k-means clustering algorithm,.

Joint Sensing and Bi-Directional Communication with Dynamic TDD Enabled Cell-Free MIMO Unsupervised k-means clustering algorithm,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:28:44.446795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T04:28:44.012570Z digest=sha256:10300afa83207580efa41e8af5be75efb4523ffd1dc074326ea82c0df5a77a24

Pith citing papers

No inbound Pith citation observations are available.