Paper Citation Record · LEDGER

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset

As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.16132.

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

pith.paper-citation-record.v1
2507.16132 v1

Coverage vector

measured 37 of 37 reference resolution

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One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98bb120d-b3a9-4b3e-a002-707875593629 · outbound

This paper cites 6G wire- less communication systems: Applications, requirements, technologies, challenges, and research directions,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset 6G wire- less communication systems: Applications, requirements, technologies, challenges, and research directions,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:53.632647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9226820-3eae-4c3a-b096-7013915383cf · outbound

This paper cites Signaling strategies for dual-function radar communications: An overview,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Signaling strategies for dual-function radar communications: An overview,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:53.412834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 992b6491-2f78-453a-ad37-68f3bac36886 · outbound

This paper cites Semi-distributed hybrid beam- forming design for cooperative cell-free dual-function radar- communi- cation networks,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Semi-distributed hybrid beam- forming design for cooperative cell-free dual-function radar- communi- cation networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:53.167325Z

Source-reported events for the cited work

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Observation f7fda23e-ad07-4d00-b240-7c6001662408 · outbound

This paper cites Analysis of new and existing methods of reducing intercarrier interference due to carrier frequency offset in OFDM,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Analysis of new and existing methods of reducing intercarrier interference due to carrier frequency offset in OFDM,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:52.924533Z

Source-reported events for the cited work

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Observation f159d0b5-7780-497d-acb0-f9396c3cab10 · outbound

This paper cites Joint CFO and channel estimation for RIS-aided multi-user massive MIMO systems,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Joint CFO and channel estimation for RIS-aided multi-user massive MIMO systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:52.664297Z

Source-reported events for the cited work

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Observation c849af44-2dde-42ba-81e7-75cdc007185f · outbound

This paper cites AI- empowered fluid antenna systems: Opportunities, challenges, and future directions,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset AI- empowered fluid antenna systems: Opportunities, challenges, and future directions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:52.412646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8f5741a9-2b65-4376-a24c-963226d18981 · outbound

This paper cites Communication-sensing region for cell-free massive MIMO ISAC systems,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Communication-sensing region for cell-free massive MIMO ISAC systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:52.164198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9c2b4488-79fc-4f23-b1e6-de7b81c34fca · outbound

This paper cites Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Multi-static target detection and power allocation for integrated sensing and communication in cell-free massive MIMO,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:51.955130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 087fe826-00a6-4cb2-b725-a6c6d8e7e00c · outbound

This paper cites Secure cell-free integrated sensing and communication in the presence of information and sensing eavesdroppers,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Secure cell-free integrated sensing and communication in the presence of information and sensing eavesdroppers,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:51.757717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dcbc8901-4ebe-4107-864c-7cd3c366455e · outbound

This paper cites Joint user pairing and beamforming design for NOMA-aided CFMM-ISAC systems,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Joint user pairing and beamforming design for NOMA-aided CFMM-ISAC systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:51.540270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c347e915-ad9c-4ff5-9ecd-ac868176a9df · outbound

This paper cites Joint resource allocation for user-centric cell-free integrated sensing and communication systems,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Joint resource allocation for user-centric cell-free integrated sensing and communication systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:51.260813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5b4d2cf0-6911-4cc5-88cd-052aaa6022fd · outbound

This paper cites Joint users’ secrecy rate and target’s sensing SNR maximization for a secure cell-free ISAC system,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Joint users’ secrecy rate and target’s sensing SNR maximization for a secure cell-free ISAC system,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:50.936866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 716f1028-372a-48ed-97d3-0d7723c65303 · outbound

This paper cites Cell-free ISAC MIMO systems: Joint sensing and communication beamforming,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Cell-free ISAC MIMO systems: Joint sensing and communication beamforming,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:50.691177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cfb8cee5-6edc-4cb1-8642-c8f8b465e097 · outbound

This paper cites Integrated sensing and communication enabled cooperative passive sensing using mobile communication system,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Integrated sensing and communication enabled cooperative passive sensing using mobile communication system,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:50.439089Z

Source-reported events for the cited work

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Observation a80db531-4428-4c0e-aa72-afcfc82e4381 · outbound

This paper cites Bistatic doppler frequency estimation with asynchronous moving devices for integrated sensing and communications,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Bistatic doppler frequency estimation with asynchronous moving devices for integrated sensing and communications,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:50.227297Z

Source-reported events for the cited work

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Observation 52942a82-9412-432f-aae6-e769da87c7b7 · outbound

This paper cites Fingerprint- spectrum-based synchronization in asynchronous perceptive mobile net- works,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Fingerprint- spectrum-based synchronization in asynchronous perceptive mobile net- works,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:49.982613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 80505880-eed8-4961-95f1-23ab00757088 · outbound

This paper cites Clutter suppression, time-frequency synchronization, and sensing parameter as- sociation in asynchronous perceptive vehicular networks,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Clutter suppression, time-frequency synchronization, and sensing parameter as- sociation in asynchronous perceptive vehicular networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:49.697278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fffebe8d-43bc-4081-a538-54b648003009 · outbound

This paper cites Anchor points assisted uplink sensing in perceptive mobile networks,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Anchor points assisted uplink sensing in perceptive mobile networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:49.430917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d380607d-2a58-4cb7-b50f-74059041426c · outbound

This paper cites User localization and environment mapping with the assistance of ris,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset User localization and environment mapping with the assistance of ris,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:49.281968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29fca633-a503-4a33-8d94-62e497018f36 · outbound

This paper cites Movable antenna enabled integrated sensing and communication,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable antenna enabled integrated sensing and communication,

Reference 20

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Source-reported events for the cited work

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Observation b86deac4-ec55-4fff-b881-89a21a6ef07a · outbound

This paper cites Cram ´er-rao bound minimization for movable antenna-assisted multiuser integrated sensing and communications,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Cram ´er-rao bound minimization for movable antenna-assisted multiuser integrated sensing and communications,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:49.030166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 211b47e1-0dd3-49f9-9ceb-e9ac2d0ad5a4 · outbound

This paper cites Movable antenna enabled ISAC beamforming design for low-altitude airborne vehicles,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable antenna enabled ISAC beamforming design for low-altitude airborne vehicles,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:48.819525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 888c7385-f359-447b-9437-b564f19e0ad2 · outbound

This paper cites Movable antenna-enabled RIS-aided integrated sensing and communication,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable antenna-enabled RIS-aided integrated sensing and communication,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:48.592240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation abd1b8c5-81d3-4584-b863-b98fbc7de11d · outbound

This paper cites Movable-antenna array empowered ISAC systems for low-altitude economy,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable-antenna array empowered ISAC systems for low-altitude economy,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:48.255010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 168f536b-d661-4e88-be1b-a6a41b7212ca · outbound

This paper cites Joint antenna position and transmit signal optimization for ISAC system with movable antenna array,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Joint antenna position and transmit signal optimization for ISAC system with movable antenna array,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:48.112845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 187d320b-c249-40be-88ea-4f7c61c0d2ed · outbound

This paper cites Argos: Practical many-antenna base stations,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Argos: Practical many-antenna base stations,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:47.868507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 26f446cb-ea62-4522-a2f8-32047f862a15 · outbound

This paper cites Movable Antenna-Aided Cooperative ISAC Network with Time Synchronization error and Imperfect CSI.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable Antenna-Aided Cooperative ISAC Network with Time Synchronization error and Imperfect CSI

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:23:45.444011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ddaec8e5-8f7c-4731-bfd9-5ed32492a450 · outbound

This paper cites Blind estimation of symbol timing and carrier frequency offset in wireless OFDM systems,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Blind estimation of symbol timing and carrier frequency offset in wireless OFDM systems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:47.674290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 512dc847-21a7-4ef9-8792-b82dfcf3c114 · outbound

This paper cites Wideband cell-free mmwave massive MIMO-OFDM: Beam squint-aware channel covariance-based hybrid beamforming,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Wideband cell-free mmwave massive MIMO-OFDM: Beam squint-aware channel covariance-based hybrid beamforming,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:47.454034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0220891e-d3dd-4a12-9c7b-181455cce792 · outbound

This paper cites Movable-antenna array enhanced beam- forming: Achieving full array gain with null steering,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Movable-antenna array enhanced beam- forming: Achieving full array gain with null steering,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:47.244617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a664a92-7e8c-4315-839f-24d17022f840 · outbound

This paper cites Cram ´er-rao bound optimization for joint radar-communication beamforming,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Cram ´er-rao bound optimization for joint radar-communication beamforming,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:47.072618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aaf39d8b-0d3e-45ab-9cd2-3e3382becf81 · outbound

This paper cites An efficient sum-rate maximization algorithm for fluid antenna-assisted isac system,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset An efficient sum-rate maximization algorithm for fluid antenna-assisted isac system,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:46.800590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eedeaf71-a929-4d7e-bbe2-c51c66c5ff11 · outbound

This paper cites Cooperative isac with direct localization and rate-splitting multiple access communication: A pareto optimization framework,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Cooperative isac with direct localization and rate-splitting multiple access communication: A pareto optimization framework,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:46.516655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21c0255d-c093-4584-8534-a63f3bbb044c · outbound

This paper cites Reconfigurable intelligent surfaces aided mmWave NOMA: Joint power allocation, phase shifts, and hybrid beamforming optimization,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Reconfigurable intelligent surfaces aided mmWave NOMA: Joint power allocation, phase shifts, and hybrid beamforming optimization,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:46.221042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f4f06fd-d692-4d53-82da-143adbd58b3d · outbound

This paper cites Robust beamforming design for near-field DMA-NOMA mmwave communications with imperfect position information,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Robust beamforming design for near-field DMA-NOMA mmwave communications with imperfect position information,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:45.984107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5c0c3d5e-1816-4c0a-ac9e-3909f9630d35 · outbound

This paper cites Optimization on manifolds: Methods and applications,.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Optimization on manifolds: Methods and applications,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:23:45.708476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8fd88823-d483-46f9-86fd-7487411e4902 · outbound

This paper cites Boyd and L.

Meta-Reinforcement Learning Optimization for Movable Antenna-aided Full-Duplex CF-DFRC Systems with Carrier Frequency Offset Boyd and L

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:23:45.153864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

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