Paper Citation Record · LEDGER

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.05878.

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

pith.paper-citation-record.v1
2507.05878 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:25:22.406492Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact4
verified fuzzy28
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0937840-3f4a-400a-9808-150ecd87d280 · outbound

This paper cites The path to the ’takeoff’ of the low-altitude economy,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems The path to the ’takeoff’ of the low-altitude economy,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.979678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 38a08f00-de2d-42ae-89c5-689452bc00cf · outbound

This paper cites Privacy-preserving hierarchical reinforcement learning framework for task offloading in low-altitude vehicular fog computing,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Privacy-preserving hierarchical reinforcement learning framework for task offloading in low-altitude vehicular fog computing,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:21.168951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38a1ca4d-bed4-4870-8abe-af2c539c0aec · outbound

This paper cites Dynamic task offloading for multi-uavs in vehicular edge computing with delay guarantees: A consensus admm-based optimization,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Dynamic task offloading for multi-uavs in vehicular edge computing with delay guarantees: A consensus admm-based optimization,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.969689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7e04839-f574-4bc1-8469-7e94df6ee61d · outbound

This paper cites Movable antennas for wireless communi- cation: Opportunities and challenges,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable antennas for wireless communi- cation: Opportunities and challenges,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:21.372948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b989d391-605c-4ead-af54-5185634cced5 · outbound

This paper cites Uav-enabled cooperative jamming for improving secrecy of ground wiretap channel,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Uav-enabled cooperative jamming for improving secrecy of ground wiretap channel,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.954796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 808be8c9-e504-4569-98ea-40a82ea0d763 · outbound

This paper cites Artificial noise-aided secure relay communication with unknown channel knowledge of eavesdrop- per,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Artificial noise-aided secure relay communication with unknown channel knowledge of eavesdrop- per,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.946170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 546efac0-8974-45aa-bd8a-bccd48b9a2ae · outbound

This paper cites Multi-beam forming with movable- antenna array,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Multi-beam forming with movable- antenna array,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.936782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 628089b1-2aff-4f27-b04d-a19a40c5c46f · outbound

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

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable-antenna array enhanced beamforming: Achieving full array gain with null steering,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.927117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61acfa1a-0407-4c0a-b0d1-cf7b6d68fcde · outbound

This paper cites Flexible Beam Coverage Optimization for Movable-Antenna Array.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Flexible Beam Coverage Optimization for Movable-Antenna Array

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:25:22.645465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 890cc807-b11e-4e2e-93a0-a6b3d862e0bf · outbound

This paper cites Secure wireless communication via movable-antenna array,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure wireless communication via movable-antenna array,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.918272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abafe31d-bdcd-4e1d-9ca8-e865d6de2b61 · outbound

This paper cites Enabling se- cure wireless communications via movable antennas,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Enabling se- cure wireless communications via movable antennas,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.909240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 282b9b39-00fb-401f-992a-a22bb8dc8561 · outbound

This paper cites Movable Antenna Empowered Physical Layer Security Without Eve's CSI: Joint Optimization of Beamforming and Antenna Positions.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable Antenna Empowered Physical Layer Security Without Eve's CSI: Joint Optimization of Beamforming and Antenna Positions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:22.281685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d629b3-c7d8-4171-9caf-08934c155f41 · outbound

This paper cites Secure massive mimo under imperfect csi: Performance analysis and channel prediction,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure massive mimo under imperfect csi: Performance analysis and channel prediction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.900234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb92d1ef-c9c6-44cb-b831-8ba60c304502 · outbound

This paper cites On the physical- layer security of a dual-hop uav-based network in the presence of per- hop eavesdropping and imperfect csi,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems On the physical- layer security of a dual-hop uav-based network in the presence of per- hop eavesdropping and imperfect csi,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.891307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a08ac55-26f7-4e1c-8d67-307264c220ef · outbound

This paper cites Enhancing secrecy performance of cooperative noma- based iot networks via multiantenna-aided artificial noise,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Enhancing secrecy performance of cooperative noma- based iot networks via multiantenna-aided artificial noise,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.881851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0052e735-1c8e-489b-a622-2afbb950aa48 · outbound

This paper cites Secure users oriented downlink miso noma,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure users oriented downlink miso noma,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.873117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a8a1c6be-afd1-44d0-9da7-babfbde1837f · outbound

This paper cites Joint trajectory and beamforming design for uav-enabled integrated sensing and communication,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Joint trajectory and beamforming design for uav-enabled integrated sensing and communication,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.864665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd4fc518-754f-4a8b-836f-c79a24733ff7 · outbound

This paper cites Secure transmission in massive mimo system with specular component-based beamforming and artificial noise over ricean fading channel,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure transmission in massive mimo system with specular component-based beamforming and artificial noise over ricean fading channel,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.854923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0db7890-ab16-4e02-802c-2666edd33c34 · outbound

This paper cites Joint secure transmit beam- forming designs for integrated sensing and communication systems,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Joint secure transmit beam- forming designs for integrated sensing and communication systems,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.845570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 350c3991-bc68-46c9-ad95-c2ebe790723f · outbound

This paper cites Secure ris-assisted hybrid beamforming design with low-resolution phase shifters,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure ris-assisted hybrid beamforming design with low-resolution phase shifters,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.836560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e5421bd-27db-41d8-bf17-c5a0774b5f2b · outbound

This paper cites Beamforming and power optimiza- tion for physical layer security of mimo-noma based crn over imperfect csi,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Beamforming and power optimiza- tion for physical layer security of mimo-noma based crn over imperfect csi,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.826950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ef1c43b-9bd4-43f6-8681-e27ac9eebb12 · outbound

This paper cites Joint resource, trajectory, and artificial noise optimization in secure driven 3-d uavs with noma and imperfect csi,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Joint resource, trajectory, and artificial noise optimization in secure driven 3-d uavs with noma and imperfect csi,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.816822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e60ceed-eb80-4d0e-82c4-ff43b3f0318d · outbound

This paper cites Energy-constrained uav-assisted secure communications with position optimization and cooperative jamming,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Energy-constrained uav-assisted secure communications with position optimization and cooperative jamming,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.807337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0649b45d-ebcc-4753-b731-f3faad231c97 · outbound

This paper cites Fixed and Movable Antenna Technology for 6G Integrated Sensing and Communication.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Fixed and Movable Antenna Technology for 6G Integrated Sensing and Communication

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:25:22.622687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64c66386-accb-42cc-b02e-b2364f9b2940 · outbound

This paper cites Movable-Antenna Position Optimization for Physical-Layer Security via Discrete Sampling.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable-Antenna Position Optimization for Physical-Layer Security via Discrete Sampling

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:25:22.609615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61d785a9-edb3-413c-91aa-0ec7a8ea3cba · outbound

This paper cites Secure Transmission for Movable Antennas Empowered Cell-Free Symbiotic Radio Communications.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Secure Transmission for Movable Antennas Empowered Cell-Free Symbiotic Radio Communications

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:25:22.596073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 078715cf-375b-421b-a990-525a98a2d115 · outbound

This paper cites Physical layer security of intelligent reflective surface aided noma networks,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Physical layer security of intelligent reflective surface aided noma networks,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.796891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89e5fec2-3bd9-49b1-bb42-b354a8a9a7f8 · outbound

This paper cites Physical layer security in full-duplex millimeter wave communication systems,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Physical layer security in full-duplex millimeter wave communication systems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.786565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5321b1f-c563-43cf-8afd-06e227c8b5ee · outbound

This paper cites Physical layer security for ris-v2v networks with different eavesdropper locations,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Physical layer security for ris-v2v networks with different eavesdropper locations,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:22.382125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ca9c29-a6c1-452e-af6c-3b428cfdb747 · outbound

This paper cites Mimo capacity characterization for mov- able antenna systems,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Mimo capacity characterization for mov- able antenna systems,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.776230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fc11d82-ec8a-42a6-a055-1d8e3172d6be · outbound

This paper cites Modeling and performance analysis for movable antenna enabled wireless communications,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Modeling and performance analysis for movable antenna enabled wireless communications,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.766024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88908cc1-5a76-44ab-90d9-6a75f4660e6e · outbound

This paper cites Throughput maximization for movable antenna and irs enhanced wireless powered iot networks,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Throughput maximization for movable antenna and irs enhanced wireless powered iot networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.756714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dead9578-f450-46ec-8c28-40dd7ab0db41 · outbound

This paper cites Sum rate maximization for movable antenna enabled uplink noma,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Sum rate maximization for movable antenna enabled uplink noma,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.747444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 002469a9-37fe-4675-9be4-952d73fd36a3 · outbound

This paper cites Movable-antenna enhanced multiuser communication via antenna position optimization,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable-antenna enhanced multiuser communication via antenna position optimization,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:22.397171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 141c5732-f651-4f7a-8776-8f2b85e66aea · outbound

This paper cites Joint energy and trajectory optimization for uav-enabled relaying network with multi-pair users,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Joint energy and trajectory optimization for uav-enabled relaying network with multi-pair users,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.733469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd694eee-f32f-4fd9-b1d3-1f8c76eaa675 · outbound

This paper cites Movable-antenna position optimization: A graph-based approach,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable-antenna position optimization: A graph-based approach,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.724122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 990c8d0a-3eca-48cd-a692-169e9f67a60b · outbound

This paper cites Movable- antenna-array-enabled communications with comp reception,.

An Effective Equivalence Model of Analyzing PLS of Multiple Eavesdroppers Facing Low-altitude Communication Systems Movable- antenna-array-enabled communications with comp reception,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:25:22.714602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.