Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T00:56:33.644530Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 100 of 144 outbound references and 0 inbound Pith citation observations for arXiv:2608.00255.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T00:56:33.644530Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 144 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0213e3d1-1509-478a-866b-a875512023e9 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Multi-Functional Chirp Signalling for Next-Generation Multi-Carrier Wireless Networks: Communications, Sensing and ISAC Perspectives
Reference 1
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Unavailable: canonical work link unavailable.
Observation c929db80-a940-4aea-9548-a7d43d7ccdcd · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Chirp-based OCDM and AFDM waveforms for 6G and beyond: Principles, recent advances, and future opportunities,
Reference 2
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Unavailable: canonical work link unavailable.
Observation b7f87ced-43ae-4d38-9c17-90946373eb06 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems AFDM: Evolving OFDM Towards 6G+
Reference 3
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Observation 4c0163b1-5f6e-4ff2-85e0-862b127dc38a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Robust direct posi- tion determination for chirp signal-based underwater acoustic sensor networks,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 672d5d86-a78e-4432-9bc5-54d49413270f · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Ambiguity-free broadband DOA estimation relying on parameterized time-frequency transform,
Reference 5
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Unavailable: canonical work link unavailable.
Observation eb44393b-c8b8-40ad-8a8c-9b213b8ada0f · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Learning to jointly optimize antenna positioning and beamforming for movable antenna-aided systems,
Reference 6
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Unavailable: canonical work link unavailable.
Observation 0f810bb6-c5d9-40cd-be15-e0c419b703f3 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Two-timescale deep optimization of positioning and beamforming in movable antenna arrays,
Reference 7
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Unavailable: canonical work link unavailable.
Observation f0524b58-4c3f-425e-97aa-dd083a7c5f43 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Learning-based joint beamforming and antenna movement design for movable antenna systems,
Reference 8
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Unavailable: canonical work link unavailable.
Observation 6023b76c-cef0-46b1-aced-a790b5213745 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Hybrid near-far field 6D movable antenna design exploiting directional sparsity and deep learning,
Reference 9
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Unavailable: canonical work link unavailable.
Observation e68f1267-9060-49a0-a7ba-c3ff2e921171 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hardware designs,
Reference 10
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Unavailable: canonical work link unavailable.
Observation cc927245-7c0c-4b91-a0d9-ecc8b14b2616 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems AI- empowered fluid antenna systems: Opportunities, challenges, and future directions,
Reference 11
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Observation 80af338e-47a5-4666-9523-72d8e00219c0 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Joint transmit and pinching beamforming for pinching antenna system (PASS): Optimization-based or learning-based?
Reference 12
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Unavailable: canonical work link unavailable.
Observation 98432c3f-d202-4fb5-8514-4895825bcd0d · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Graph neural network enabled pinching antennas,
Reference 13
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Unavailable: canonical work link unavailable.
Observation dddd2b01-c896-4bdc-a86e-0ec7642bbc25 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems RIS-assisted cell-free massive MIMO relying on reflection pattern modulation,
Reference 14
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Unavailable: canonical work link unavailable.
Observation 877ffd18-cfee-4690-83e2-2adfad611d41 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems STAR-RIS-aided cell-free massive MIMO with imperfect hardware,
Reference 15
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Unavailable: canonical work link unavailable.
Observation 54a93de4-d863-401c-a0d9-4b106f4eab9e · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Performance analysis and optimization of STAR-RIS-aided cell-free massive MIMO sys- tems relying on imperfect hardware,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 770d3b0e-ec55-4823-867b-e635810903b0 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Opportunistic fluid antenna multiple access via team-inspired rein- forcement learning,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 65b7a7aa-f4be-45ad-9bdc-9a80e7dda430 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Learning-induced channel extrapolation for fluid antenna systems using asymmetric graph masked autoencoder,
Reference 18
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Unavailable: canonical work link unavailable.
Observation b2329543-e84c-4053-b58e-5fa15834a68a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Taaformer: Transposed angular attention for channel estimation with fluid anten- nas,
Reference 19
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Unavailable: canonical work link unavailable.
Observation 61839f95-3496-4d21-bb49-c5167327b206 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems LLM-based port selection and beamforming for multiuser MISO with fluid antenna systems,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 02d2a382-4d94-404c-874b-ecf55b732bf1 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Graph neural network enabled fluid antenna systems: A two-stage approach,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 1366bb5d-74b1-4680-bb7a-432b55c0596a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Campass-net: A deep learning framework on capacity maximization for MIMO pinching antenna systems in IoT,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 28c14ffc-a546-44be-8e5f-be3602285917 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems A graph neural network for learning beamforming in pinching antenna systems (PASS),
Reference 23
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Unavailable: canonical work link unavailable.
Observation 76cb9f47-5028-4456-9dba-ab0a96615e70 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Channel estimation for pinching-antenna systems (PASS),
Reference 24
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Unavailable: canonical work link unavailable.
Observation 64d3cc21-6358-4296-bbb7-c0dfe5e85adc · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning-driven time- varying fading channel estimation for pinching antenna systems,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 10f5c09c-e847-4ae3-a218-19d6c76d5824 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems LLM-enabled Antenna Partitioning and Beamforming Optimization for Segmented Pinching
Reference 26
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Unavailable: canonical work link unavailable.
Observation c520f99a-baaa-44ad-a3fe-88d427ca1b49 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antennas for wireless communication: Opportunities and challenges,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 1e879e33-4bcd-488c-978b-b83a00274338 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems A tutorial on movable antennas for wireless networks,
Reference 28
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Observation 03a7ae2d-57ee-4bff-9abb-1d6363723ba4 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Pinching- antenna systems: Architecture designs, opportunities, and outlook,
Reference 29
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Unavailable: canonical work link unavailable.
Observation dd6765b5-d33b-4175-825c-baf81da11760 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Pinching antennas: Principles, appli- cations and challenges,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 73991a30-8f60-4381-9268-6f42bd53d851 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Reconfigurable antennas for next-generation mobile communication networks: A comprehensive survey and tutorial,
Reference 31
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Unavailable: canonical work link unavailable.
Observation 6bfa863b-b453-4986-900c-f32a6e1752dd · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Advanced deep learning models for 6G: Overview, opportunities, and challenges,
Reference 32
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Observation 5550f1f3-7292-491f-be9b-0d2c51fdc109 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Agentic graph neural networks for wireless communications and networking towards edge general intelligence: A survey,
Reference 33
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Observation 9886bda3-be9b-4601-a9a2-724c206cd031 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems AI reasoning for wireless communications and networking: A survey and perspectives,
Reference 34
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Observation 264396c6-e18a-4c4e-8dd7-01fc651b7030 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Generative AI for the optimization of next-generation wireless networks: Basics, state-of-the-art, and open challenges,
Reference 35
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Observation 6cca2912-fb65-46d9-9dd6-1d69319e3295 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep reinforcement learning for pixel-based movable antenna control in a LEO satellite system,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 310e007a-a263-45be-a066-dbe615422b7f · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Modeling and performance analysis for movable antenna enabled wireless communications,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 01b675b0-0ed9-40d4-9274-a53dfe39e7f4 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Two-timescale deep- unfolding for joint optimization of antenna position and beamforming in movable-antenna arrays,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 166e5704-cbb0-4370-a0c6-88ed4c01a5ad · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Effective rank analysis and optimization of flex- ible antenna-enabled wireless systems: Movable antennas or pinching antennas?
Reference 39
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Unavailable: canonical work link unavailable.
Observation 276296b7-87f4-4963-8b5f-4d8345a7f6e9 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems En- hancing comp-RSMA performance with movable antennas: A meta- learning optimization framework,
Reference 40
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Unavailable: canonical work link unavailable.
Observation b4a03da4-1af0-4d29-ab87-ef8489a40f32 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Optimizing downlink C-NOMA transmission with movable antennas: A DDPG- based approach,
Reference 41
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Unavailable: canonical work link unavailable.
Observation b8b0da20-aa3e-450d-bce2-1c9f04500611 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna SWIPT systems with STAR-RIS: A meta DRL approach,
Reference 42
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Observation 15102c7b-9f2b-423f-84ee-dfa86631c439 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable-antenna-assisted covert communications with reconfigurable intelligent surfaces,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 52b7bb79-f1f2-4185-9acb-45f41cb0b9d3 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Robust optimization for movable antenna-aided cell- free ISAC with time synchronization errors,
Reference 44
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Observation 1e0797a9-143b-4140-a26f-857f9c25fade · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna-aided cooperative ISAC network with time synchronization error and imperfect CSI,
Reference 45
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Observation 2c64c01c-5c80-4d69-8d9c-a5032efcc29b · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Meta-reinforcement learning optimization for movable antenna-aided full-duplex CF-DFRC systems with carrier frequency offset,
Reference 46
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Observation 2b1f68fd-7c83-4ae1-b6d7-74edf5a7596e · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Unsupervised learning for optimization in movable antenna-enabled integrated sensing and communications,
Reference 47
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Observation 3172cba0-ead5-499f-a249-566c5b3f4e90 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Crosstalk-resilient beamforming for movable antenna enabled integrated sensing and communication,
Reference 48
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Observation a8b601f7-728d-4492-8a50-b8311d969248 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Beamforming design for physical security in movable antenna- aided ISAC systems: A reinforcement learning approach,
Reference 49
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Observation 4fb4f755-6a44-40ff-a701-0676c903b2f4 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Moving or predicting? RoleAware-MAPP: A role- aware transformer framework for movable antenna position prediction to secure wireless communications,
Reference 50
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Observation 093eeaf1-9e74-44f0-ac07-e76e7e95d390 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Can movable antenna-enabled micro-mobility replace UA V-enabled macro- mobility? a physical layer security perspective,
Reference 51
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Observation 1c61e759-b4cb-4060-bfc5-546a5c93f29c · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning- assisted jamming mitigation with movable antenna array,
Reference 52
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Observation cf025d3b-7306-42c0-a8be-4ed5a5083bfe · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna array design for jamming mitigation,
Reference 53
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Observation dce20cde-1a6d-4720-8507-89263f05a6d3 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning enabled slow fluid antenna multiple access,
Reference 54
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Observation 6f2d66c5-943d-4392-b9eb-f7b901d82749 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Switching-cost-aware deep reinforcement learning for dynamic port selection in fluid antenna systems,
Reference 55
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Observation 702957fa-5173-4098-95c2-fbacc2e67789 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Beamforming for pinching antenna systems (PASS): KKT-guided large model learning,
Reference 56
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Observation 025c3dde-495b-4b14-ad17-f1e024e8c735 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning optimization of two- state pinching antennas systems,
Reference 57
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Observation 71a40696-f81d-4ff6-a387-285bcc73dc3a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Straggler-resilient federated learning over a hybrid conventional and pinching antenna network,
Reference 58
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Observation 17b9206a-1a63-4d0a-b97d-60aaeba641eb · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Joint antenna position and transmit power optimization for pinching antenna-assisted ISAC systems,
Reference 59
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Observation 35224f89-dc78-4393-a930-d76b0e14c58d · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Integrated sensing and communication for segmented waveguide-enabled pinching antenna systems,
Reference 60
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Observation 6d406aed-247d-411c-9176-8f56692bb06c · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Pinching antenna system (PASS) enhanced covert communications: Against warden via sensing,
Reference 61
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Observation af464150-2123-4250-be26-4096446e2b89 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems LLM-driven design for fluid antenna systems,
Reference 62
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Observation a10cd785-a202-4000-9bf7-09f0d8cd6dc7 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Reinforcement learning for channel state information acqui- sition in movable antenna,
Reference 63
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Observation f035f6c4-d296-4c3e-8fed-c54f022d3f51 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Ssnet: Flexible and robust channel extrapolation for fluid antenna systems enabled by an self-supervised learning framework,
Reference 64
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Observation 34dc3f1b-25bd-48da-badc-48df77796871 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Learning- based movable-antenna position optimization with implicit CSI,
Reference 65
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Observation d52cec1c-edf8-468b-8e25-82f9b6f06158 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Joint optimization in pinching-antenna-assisted NOMA-MEC systems via DRL,
Reference 66
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Observation d718fe51-94c2-4a03-8363-5a608ea2054b · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning based channel estimation and beamforming in movable antenna systems,
Reference 67
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Observation 23e3c47f-a33d-4779-bfd6-1621827fc7ec · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning enabled multicast beamforming with movable antenna array,
Reference 68
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Observation f4073116-d821-46ea-88b5-d1edca870315 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning for movable antenna precoding in 2D MISO communication system,
Reference 69
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Observation 65cb414c-ab64-4c84-9a61-304660de067b · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep learning method for movable antenna- enabled multiuser downlink system,
Reference 70
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Observation df522bda-73c0-49e4-904b-79b7cac61159 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable cell-free massive MIMO for high-speed train communications: A PPO- based antenna position optimization,
Reference 71
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Observation f14dbc6f-224b-4ece-8244-bf9c416c47b8 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep reinforce- ment learning for movable antenna-assisted cell-free networks,
Reference 72
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Observation 222e5296-9ada-4044-ac63-be39744e5f0d · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems NMAP-Net: Deep learning-aided near-field multi- beamforming design and antenna position optimization for XL-MIMO communications,
Reference 73
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Observation c155219c-d8c3-4e4f-9359-8ef716004781 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems New view of learning-aided channel estimation for movable antenna systems,
Reference 74
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Observation d94b0093-30aa-4dc1-a9ff-48e61de65cf2 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems DRL-Based Antenna Position Optimization For MA-Assisted OTFS System Under Imperfect CSI
Reference 75
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Observation 2d9f07fa-874a-424d-92f5-a216de7d7918 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Meta-learning-driven resource optimization in full-duplex ISAC with movable antennas,
Reference 76
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Observation 45531fa5-9320-414e-a699-076143bad34a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems A learning-based flexible beamforming method for movable antenna- enabled integrated sensing, communication and power transmission system,
Reference 77
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Observation 0856e8c9-fb05-4cd0-ab52-4fee28bc9132 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna-enabled secure transmission for active RIS-aided ISAC systems,
Reference 78
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Observation 428388d7-46f0-4584-bb2a-d3f34550bfbb · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Distributed antenna selection and beamforming for ELAA based downlink ISAC systems,
Reference 79
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Observation ef4a44c2-d9f5-455d-93ed-99e7eb7f5c20 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna design for UA V-aided federated learning via deep reinforcement learn- ing,
Reference 80
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Observation f8e9a9ea-eee2-412a-9224-65af59446443 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Joint trajectory, beamforming and antenna deployment design for movable antenna- aided A2G communication: A DRL-based two-stage method,
Reference 81
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Observation af2ab5fb-4a8f-4ce4-b72e-69a997bb71c9 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Joint deployment, power control and beamforming designs for mov- able antenna-aided UA V communication: A DRL-based two-stage approach,
Reference 82
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Observation ecf09064-84ae-493a-9a57-0a90acd24ee8 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable antenna- equipped UA V for data collection in backscatter sensor networks: A deep reinforcement learning-based approach,
Reference 83
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Observation b539c383-cb19-4bcc-bfe3-7734d468afd1 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Multi-agent reinforcement learning-based joint optimization for mov- able antenna and RIS-assisted systems,
Reference 84
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Observation 5c7ded5d-a588-4212-8912-ec8e02fb9a4b · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Learning-based STARS-aided communication system with movable antenna,
Reference 85
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Observation 69950529-c520-42f1-9f12-7255942b5ca9 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Aerial RIS- aided anti-jamming transmission with movable elements,
Reference 86
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Observation 95d32242-ffa5-4360-b20a-d22175e12b22 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Weighted sum-rate maximization by joint antenna grouping and movable RIS deployment,
Reference 87
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Observation e3d5a921-cc0c-43cc-94b9-5c71cbd99762 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Movable-antenna enabled robust vehicular consumer networks under imperfect CSI,
Reference 88
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Observation d946a9dd-95fc-4b7d-afdb-f5be886d2339 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems When movable antenna meets URLLC systems: A deep reinforcement learning approach,
Reference 89
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Observation fb325cb0-76ec-4c00-b66b-d7b4701595dd · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Toward spectral- efficient URLLC: A novel movable antenna-aided uplink RSMA design for mBRLLC services,
Reference 90
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Observation 1d309e39-0f23-44b7-aa99-175475a9df00 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Reinforcement learning-based position optimization for movable antenna-enabled relay communications,
Reference 91
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Observation 30eb530b-3202-4f06-a958-1642c8ba883a · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Deep unfolding jamming mitigation for an integrated movable antennas system,
Reference 92
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Observation 3dae2dd1-3a86-4058-9056-0bd280194df2 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Partially observable mean field learning for opportunistic FAMA,
Reference 93
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Observation fbf046c5-2871-4c68-99eb-7fa6ff9cc81f · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems AI-powered opportunistic FAMA-enabled short packet xURLLC systems: An AoI- based information freshness perspective,
Reference 94
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Observation 03b7403d-dfe8-409f-9fd4-e2258623a314 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems AI-driven adaptive port selection for fluid antenna multiple access,
Reference 95
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Observation 13802839-dcbb-404f-97d6-b90b4847f2af · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems cgan-based slow fluid antenna multiple access,
Reference 96
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Observation cc31b54d-923f-456b-bee3-dc33f98829e0 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Attentional copula- aided turbo fluid antenna massive access,
Reference 97
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Observation f2151efc-81ac-4938-aec6-247b17310f7f · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Fast port selection using temporal and spatial correlation for fluid antenna systems,
Reference 98
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Observation 9536b9c1-cda9-4c1c-bd44-be3d274ff6b1 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Virtual FAS by learning-based imaginary antennas,
Reference 99
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Observation bc74b58f-2bb0-46a6-aaad-d9e96f1b2074 · outbound
Artificial Intelligence for Spatially Reconfigurable Antennas: Movable, Fluid, and Pinching Antenna Systems Comparison of multi-label classification and regression models for port selection in fluid antenna systems,
Reference 100
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No inbound Pith citation observations are available.