Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:38:32.661720Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2608.12870.
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 2026-08-15T21:38:32.661720Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 541716c9-29f0-422c-9d5c-c0e6a26e33e4 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Integrated sensing and communications: Toward dual-functional wireless networks for 6G and beyond,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 916f13b9-ffed-41a4-a147-fc35206d75ae · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Integrated sensing and communication signals toward 5G-A and 6G: A survey,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 45e5ae6e-912e-406c-9075-e475c250ab8d · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach The integrated sensing and communication revolution for 6G: Vision, techniques, and applications,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2fb9dc8f-fd3e-4a8b-9ed2-4975d14336e8 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Toward integrated sensing and com- munications for 6G: Key enabling technologies, standardization, and challenges,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cdc92099-335f-452a-916c-643715b2a243 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Secure radar-communication systems with malicious targets: Integrating radar, communi- cations and jamming functionalities,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0c0cb75a-38fe-4149-85a1-cda7b6b69fd7 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Secure integrated sensing and communication,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a6ce8f73-aa09-449e-af1b-008a5f42883a · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Artificial-noise-aided secure transmit beamforming for MU-MISO integrated sensing and communication systems,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c0869f24-1cf3-49ad-aa9b-4212182f2d46 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Beamforming for secure RSMA-aided ISAC systems,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bfc0c55f-20dd-4dd3-a1bb-36ef391f045d · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Sensing-assisted eavesdropper estimation: An ISAC breakthrough in physical layer security,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f5e5ae73-a412-437f-8ac9-769dc6b3b960 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Physical-layer security of the NOMA-assisted ISAC systems under near-field scenario,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a965cc7e-1bec-4972-bdb8-1e6d201c0d58 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Beamforming and computing capacity allocation for ISAC-assisted secure mobile edge computing,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2889100e-14ab-464b-a6f3-d2318cc2bd75 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Sense and jam: ISAC-aided robust physical layer security,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 35310fbd-58d7-4c73-a63b-5c260e560fe4 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Secure beam- forming and radar association in CoMP-NOMA empowered integrated sensing and communication systems,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 92b4de7f-7034-49a1-ab25-346b1934fad5 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antennas for wireless communication: Opportunities and challenges,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50346dc2-970e-40a0-9025-46f4f0432817 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach F AS for secure and covert communications,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 488a9f39-458a-4ebf-9ef4-baf9687342a4 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Modeling and performance analysis for movable antenna enabled wireless communications,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 790e99d3-95db-4fff-9ec5-34d731a44307 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach A tutorial on six-dimensional movable antenna for 6G networks: Synergizing positionable and rotatable antennas,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 75e5af7b-230c-43cb-aaaf-0060eee5db5e · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable- antenna position optimization: A graph-based approach,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 168215ee-8de2-4b42-ac0c-8fdd9dd2084d · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Joint beamforming and antenna position optimization for movable antenna-assisted spectrum sharing,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 70291d68-f036-48ad-9b19-a3e96f90b068 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Joint beamforming and antenna movement design for moveable antenna systems based on statistical CSI,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 230cd6fc-fd12-4df3-9f39-875ee2d27088 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antenna-enhanced multiuser communication: Jointly optimal discrete antenna positioning and beamforming,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8de3a9af-bcf6-4c43-8ef6-0adfde77a92d · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable Antenna for Wireless Communications:Prototyping and Experimental Results
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac8c013a-e512-4d4b-b4bc-2d5916f084a2 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antenna-enhanced wireless communi- cations: General architectures and implementation methods,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 60aa2469-2cb3-467f-9570-98a91a8f5c94 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antennas enabled ISAC systems: Funda- mentals, opportunities, and future directions,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 03229811-bb5b-4510-b0fa-59ea3ac068c2 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antenna enabled ISAC beamforming design for low- altitude airborne vehicles,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aa26da65-add3-4396-8dc0-64572268d3b4 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable-antenna array empowered ISAC systems for low-altitude economy,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8f89be93-f6c5-4383-a42f-f343ff07adac · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach NOMA-empowered integrated sensing and com- munication with movable antennas,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4c25698b-4610-484b-909c-d48500953355 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antenna-assisted integrated sensing and communica- tion systems,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31c33d65-0bb1-4044-ae74-c8c19e0730c8 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Toward intelligent antenna positioning: Leveraging DRL for F AS-aided ISAC systems,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6791a41e-01e7-4b8b-bbe2-607ce77e7343 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Joint discrete antenna positioning and beamforming optimiza- tion in movable antenna enabled full-duplex ISAC networks,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aef0a110-267f-44a8-b5d7-4e396eceab71 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach MIMO capacity characterization for movable antenna systems,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a3e0fca-88a6-4c10-a86a-037d83bb9b65 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Antenna position and beamforming optimization for movable antenna enabled ISAC: Optimal solutions and efficient algorithms,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d6d2325a-f5c9-4d82-a1c9-4839fc406e50 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Cramér-Rao bound minimization for movable antenna-assisted multiuser integrated sensing and communications,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1249c2a3-9fe3-47c7-b2d9-a966edd27825 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a7ae99f-44d4-46b4-97ba-03f06f8fd523 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Deep graph reinforcement learning for UA V-enabled multi-user secure communications,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 067e3a62-28d0-48b5-80c0-3b82bea5a477 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Deep learning-based design of uplink integrated sensing and commu- nication,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d0963549-5d54-428f-ab04-43595e53316d · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Metalearning-based alternating minimization algorithm for nonconvex optimization,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f08a873-db49-43a4-aaf1-f986c20e7166 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Meta-learning based beamforming design for MISO downlink,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2641a968-cb5a-42ba-b480-510142f6b4e4 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach An iteratively weighted MMSE approach to distributed sum-utility maximiza- tion for a MIMO interfering broadcast channel,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e34a8a5f-4feb-4416-8fb7-3bf2878c8b3a · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Robust beamforming for RIS-aided communications: Gradient-based manifold meta learning,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da6ec3ea-b465-40a4-8fa3-02a462ba3836 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach MU-MIMO communications with MIMO radar: From co-existence to joint transmission,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 48606086-81b8-499f-b72b-250eb245bd30 · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Secure wire- less communication via movable-antenna array,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3442b7cf-7359-4401-8901-18b56192ecde · outbound
Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach Movable antenna-aided secure full-duplex multi-user communications,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.