Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning | Paper Citation Record

Observation 21c831cf-d8bc-4ac1-9543-144210f32026 · outbound

This paper cites Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Edge artificial intelligence for 6G: Vision, enabling technologies, and applications,

Reference 1

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Observation e0e53888-b683-40b6-8575-379cafb5dfe7 · outbound

This paper cites Task- oriented communications for 6G: Vision, principles, and technologies,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Task- oriented communications for 6G: Vision, principles, and technologies,

Reference 2

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Observation 86b7d3a7-1b2b-4ae3-b3f5-735791eb94a0 · outbound

This paper cites Integrated sensing- communication-computation for edge artificial intelligence,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing- communication-computation for edge artificial intelligence,

Reference 3

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Observation 5b3dca2e-32d8-4bcb-8a3f-c20cdb60ec1c · outbound

This paper cites A survey on integrated sensing, communication, and computation,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning A survey on integrated sensing, communication, and computation,

Reference 4

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Observation db7cc2bf-c450-49e6-9306-dfaa5f2b74e5 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 5

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Observation cdbb91aa-fa10-43f3-85f3-d842cdfefac3 · outbound

This paper cites Broadband analog aggregation for low-latency federated edge learning,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Broadband analog aggregation for low-latency federated edge learning,

Reference 6

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Observation f1cb38fb-6d6d-4ea0-b61b-a6b363d19313 · outbound

This paper cites Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air,

Reference 7

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Observation c2afad74-4a49-4fb6-a4bb-de73b61d1465 · outbound

This paper cites Federated learning via over- the-air computation,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Federated learning via over- the-air computation,

Reference 8

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Source-reported events for the cited work

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Observation 00a7cdaf-854a-4d2a-9a91-670d58bf1356 · outbound

This paper cites Optimized power control design for over-the-air federated edge learning,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Optimized power control design for over-the-air federated edge learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:57.356798Z

Source-reported events for the cited work

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Observation 83a00670-6f7c-4bed-b9aa-7a6ae9a1fa90 · outbound

This paper cites MIMO over-the-air computation for high- mobility multimodal sensing,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning MIMO over-the-air computation for high- mobility multimodal sensing,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:57.208259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d1045882-1951-451c-ac5b-0d08c9a7122b · outbound

This paper cites Integrated sensing, communication, and computation over the air: Beampattern design for wireless sensor networks,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing, communication, and computation over the air: Beampattern design for wireless sensor networks,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d9c8032-86a4-49e5-9b94-873df0369196 · outbound

This paper cites Spectral coexistence of MIMO radar and MIMO cellular system,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Spectral coexistence of MIMO radar and MIMO cellular system,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:56.887949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 378fa5dc-6e66-46a7-8875-be6949e94421 · outbound

This paper cites Adaptive interference removal for uncoordinated radar/communication coexistence,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Adaptive interference removal for uncoordinated radar/communication coexistence,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:56.712345Z

Source-reported events for the cited work

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Observation 9757f323-8744-43ee-954b-ab494a661baf · outbound

This paper cites Generalized transceiver beamforming for DFRC with MIMO radar and MU-MIMO communication,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Generalized transceiver beamforming for DFRC with MIMO radar and MU-MIMO communication,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:56.512440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4692f33d-418b-43b0-89de-8c575f5666e7 · outbound

This paper cites Integrated sensing and communication waveform design with sparse vector coding: Low sidelobes and ultra reliability,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing and communication waveform design with sparse vector coding: Low sidelobes and ultra reliability,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:56.334818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f14d1ee-44b6-4487-848e-ac7b20ebe35b · outbound

This paper cites Optimal transmit beamforming for integrated sensing and communication,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Optimal transmit beamforming for integrated sensing and communication,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d6d168e3-472c-48f4-8a4f-31edd0a153ee · outbound

This paper cites MAJoRCom: A dual-function radar communication system using index modulation,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning MAJoRCom: A dual-function radar communication system using index modulation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.900105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6f1fb45-0d9e-43c8-8c1f-681da8c03963 · outbound

This paper cites Power allocation for coexisting multicarrier radar and communication systems in cluttered environments,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Power allocation for coexisting multicarrier radar and communication systems in cluttered environments,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.766678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b885421c-e42a-422c-a79d-31d8990e1767 · outbound

This paper cites An information-theoretic approach to collaborative integrated sensing and communication for two-transmitter systems,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning An information-theoretic approach to collaborative integrated sensing and communication for two-transmitter systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.611302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94aab51f-94f4-4393-a45d-95d89a39103b · outbound

This paper cites MIMO integrated sensing and commu- nication: CRB-rate tradeoff,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning MIMO integrated sensing and commu- nication: CRB-rate tradeoff,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.431997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4511a621-0a33-4e60-910c-5f9a322dde4b · outbound

This paper cites Reduced-dimension design of MIMO over-the-air computing for data aggregation in clustered IoT networks,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Reduced-dimension design of MIMO over-the-air computing for data aggregation in clustered IoT networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.229965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef3d6800-f9b8-4de6-8c70-a9ad2944fff7 · outbound

This paper cites Optimized power control for over-the-air computation in fading channels,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Optimized power control for over-the-air computation in fading channels,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:55.059254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 091f4f2b-d824-4508-9362-ec8d689d9c6e · outbound

This paper cites An overview on over-the-air federated edge learning,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning An overview on over-the-air federated edge learning,

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b5acb47-fff7-4a26-aa00-99d3c465fb7c · outbound

This paper cites Integrated sensing and communication for edge inference with end-to-end multi- view fusion,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing and communication for edge inference with end-to-end multi- view fusion,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:54.659932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54db2699-d60b-4793-993f-1b343ca1f6f7 · outbound

This paper cites ISAC- accelerated edge intelligence: Framework, optimization, and analysis,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning ISAC- accelerated edge intelligence: Framework, optimization, and analysis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:54.429820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49f81b53-6a8c-4d7a-b206-db58f0d614b8 · outbound

This paper cites Wifederated: Scalable WiFi sensing using edge-based federated learning,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Wifederated: Scalable WiFi sensing using edge-based federated learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:54.252492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 27c8c231-dd49-41fb-ba44-881374b89aba · outbound

This paper cites Vertical federated edge learning with distributed integrated sensing and communication,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Vertical federated edge learning with distributed integrated sensing and communication,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:54.105789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94aab828-9fbe-4280-bac7-6b0df7ad3bba · outbound

This paper cites Communication-efficient personalized federated edge learning for de- centralized sensing in ISAC,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Communication-efficient personalized federated edge learning for de- centralized sensing in ISAC,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:53.947889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3a6d9500-87d8-48ec-bad4-6bff1d94f7d2 · outbound

This paper cites Multi- task learning resource allocation in federated integrated sensing and communication networks,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Multi- task learning resource allocation in federated integrated sensing and communication networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:53.753784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1c0a4b0-c5af-42e3-95d9-837ab30a1850 · outbound

This paper cites To- ward ambient intelligence: Federated edge learning with task-oriented sensing, computation, and communication integration,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning To- ward ambient intelligence: Federated edge learning with task-oriented sensing, computation, and communication integration,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:53.521921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 508079f1-e8ee-458e-8e6b-67dc7ad94658 · outbound

This paper cites Theoretical analysis and performance evaluation for federated edge learning with integrated sensing, communication and computation,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Theoretical analysis and performance evaluation for federated edge learning with integrated sensing, communication and computation,

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5dca9cde-505e-4bed-8ba7-842e7c92ab9d · outbound

This paper cites Collaborative learning with a drone orchestrator,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Collaborative learning with a drone orchestrator,

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3c945eab-3778-45d3-ba93-f739f1013aa1 · outbound

This paper cites Joint wireless communication and radar sensing systems–state of the art and future prospects,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Joint wireless communication and radar sensing systems–state of the art and future prospects,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:52.539983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation edbb5a68-579c-4a32-a907-ca6907b9dd81 · outbound

This paper cites Task-oriented over-the-air computation for multi-device edge AI,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Task-oriented over-the-air computation for multi-device edge AI,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:52.341775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7c09347-132d-46a8-8f3a-f29dccf34d79 · outbound

This paper cites Integrated sensing-communication-computation for over-the-air edge AI inference,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Integrated sensing-communication-computation for over-the-air edge AI inference,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:52.104013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d564e90-779d-4bf3-be0d-214da7a0b6c8 · outbound

This paper cites Task- oriented sensing, computation, and communication integration for multi- device edge AI,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Task- oriented sensing, computation, and communication integration for multi- device edge AI,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:51.917521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d276c4f-141e-4a01-a32c-b49327bc0eb4 · outbound

This paper cites Context-aware predictive coding: A representation learning framework for WiFi sens- ing,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Context-aware predictive coding: A representation learning framework for WiFi sens- ing,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:51.727116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb08d119-9391-4029-86c5-139edc3dc65f · outbound

This paper cites an unresolved cited work.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Unresolved cited work

Reference 38

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Source-reported events for the cited work

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Observation 40b8957d-c416-4697-ad36-16b1534cdb5b · outbound

This paper cites Energy-efficient resource management for federated edge learning with CPU-GPU heterogeneous computing,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Energy-efficient resource management for federated edge learning with CPU-GPU heterogeneous computing,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:51.338763Z

Source-reported events for the cited work

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Observation 3303de04-c6e5-40b8-86cc-e0368779e514 · outbound

This paper cites Compressed-vfl: Communication-efficient learning with vertically partitioned data,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Compressed-vfl: Communication-efficient learning with vertically partitioned data,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:51.187344Z

Source-reported events for the cited work

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Observation 56330ec8-b0d1-48eb-bcef-bf6db249ab6f · outbound

This paper cites Natasha 2: Faster non-convex optimization than SGD,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Natasha 2: Faster non-convex optimization than SGD,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:51.024284Z

Source-reported events for the cited work

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Observation 93dbbd40-d47b-4e18-81a4-42a35a1b14db · outbound

This paper cites Stochastic first-and zeroth-order methods for nonconvex stochastic programming,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Stochastic first-and zeroth-order methods for nonconvex stochastic programming,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:50.859952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7c2ded9b-67df-4deb-aeff-ea5d9e73d9f6 · outbound

This paper cites Federated learning with energy harvesting devices,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Federated learning with energy harvesting devices,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:50.700689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fac6dfc4-f884-42ae-bea8-398b2d860f74 · outbound

This paper cites Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Privacy for free: Wireless federated learning via uncoded transmission with adaptive power control,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:50.618567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8d0d8198-c594-4a17-b8ac-740ca3e24ee1 · outbound

This paper cites Interior-point methods,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Interior-point methods,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:50.481435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10db700b-d961-4d73-a051-771cdd8ff80b · outbound

This paper cites Deep residual learning for image recognition,.

Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning Deep residual learning for image recognition,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:50.330237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Reference resolution

Outbound references

Pith citing papers