Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T12:25:13.911537Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2502.02385.
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 2026-08-09T12:25:13.911537Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4546ea21-3ce3-43fd-8bb3-72ebb78e7379 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Jamming attacks and anti-jamming strategies in wireless networks: A comprehensive survey,
Reference 1
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 007e5267-afcc-4b31-bfaf-69f6633d48a1 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Uav anti-jamming video transmissions with qoe guaran- tee: A reinforcement learning-based approach,
Reference 2
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 707fbf5e-0c94-4342-b3ad-ae2a73718d3d · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Jammer tracking based on efficient covari- ance matrix reconstruction with iterative spatial spectrum sampling,
Reference 3
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 ad089d44-a754-49ec-bd9c-cbeea9b208bb · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Event-based wireless tracking control for a wheeled mobile robot against reactive jamming attacks,
Reference 4
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 57427271-3d22-44f3-be3c-fdcc1bd612f0 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Anti-jamming games in multi-channel cognitive radio networks,
Reference 5
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 5e2f6734-6c93-46e2-8fea-0373bccebed6 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Using channel hopping to increase 802.11 resilience to jamming attacks,
Reference 6
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 4df7fb84-8e15-4cb4-baf8-71b698464037 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Game theory-based anti-jamming strategies for frequency hopping wireless communications,
Reference 7
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 6378e438-02a2-43e9-90be-49f3568b283c · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Anti-jamming transmission stackelberg game with observation errors,
Reference 8
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 7deb995b-bc35-4493-a6a5-16878f9e5081 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Game-theoretic learning anti-jamming approaches in wireless networks,
Reference 9
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 b7aa77a0-c330-41a2-91f1-24c396d49cb2 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Game theory and reinforcement learning for anti-jamming de- fense in wireless communications: Current research, challenges, and solutions,
Reference 10
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 669149cf-f7f7-4b9e-93e4-1a74fa924c13 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Spread spectrum for covert communication in ultra- violet communication system,
Reference 11
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 e45313f9-3402-4cb8-bcbe-15893d2b9d0d · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Fight against intelligent reactive jammer in mec networks: A hierarchical reinforcement learning-based hybrid hidden strategy,
Reference 12
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 9123cdb2-646d-4d26-aa59-97d66b4beb78 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Deep reinforcement learning: A survey,
Reference 13
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 d84959a8-ea10-4d6e-97e3-e22d20bb5ffc · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Anti-jamming communications using spectrum waterfall: A deep reinforcement learning approach,
Reference 14
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 d8f9cca6-3480-41fa-a34c-74c8c1f90ae6 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Dynamic spectrum anti-jamming in broadband commu- nications: A hierarchical deep reinforcement learning approach,
Reference 15
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 7d9ed92d-cb6b-4de1-8662-8b96fe18fed7 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Deep reinforcement learning based hopping strategy for wideband anti-jamming wireless communications,
Reference 16
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 46e25ab6-b22f-4e50-8f4d-f4e62d8904e5 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Uav-aided anti-jamming maritime communications: A deep reinforcement learning approach,
Reference 17
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 b7b88069-9a36-40ba-9692-6c79f479d075 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Intelligent reflecting surface assisted anti-jamming communications: A fast reinforcement learning approach,
Reference 18
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 500a8f98-a52f-42ba-be64-2ec62485ecee · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Dynamic spectrum anti-jamming access with fast conver- gence: A labeled deep reinforcement learning approach,
Reference 19
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 e063ee4d-591e-478e-b0f7-941a69b74732 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Understanding deep neural function ap- proximation in reinforcement learning via \epsilon-greedy exploration,
Reference 20
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 03d768e4-fedb-4e42-8a31-113eab8cb825 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Exploration in deep rein- forcement learning: A survey,
Reference 21
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 fe16c317-c0b7-44a8-aade-0c2bfbaa5f56 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer A survey of convolutional neural networks: Analysis, applications, and prospects,
Reference 22
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 6d302250-55ec-410c-8070-9a3d0cf55a42 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Intelligent spectrum anti-jamming with cognitive software-defined architecture,
Reference 23
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 86e3c8e3-cb33-45e3-990a-d638f03d6d13 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Game theory for anti-jamming strategy in mul- tichannel slow fading iot networks,
Reference 24
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 d8b44673-68da-4464-9b57-7ee997c06217 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Spatial anti-jamming scheme for internet of satellites based on the deep reinforcement learning and stackelberg game,
Reference 25
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 15bcbe7e-2f90-4dd2-ab65-0a7ff0ce320d · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Power and spreading factor control in low power wide area networks,
Reference 26
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 d7a5a67e-ad0f-4d8a-8311-cb090260e159 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Two-dimensional anti-jamming communication based on deep reinforcement learning,
Reference 27
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 1335c142-11ff-406e-a061-e59c81f24095 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Rl-based frequency hopping with block-shifted patterns: Balancing between anti-jamming performance and synchro- nization overhead,
Reference 28
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 bb82eefd-b562-40c0-a9eb-c27dfe801529 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Anti-jamming underwater transmission with mobility and learning,
Reference 29
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 ef9767b3-1ed4-4685-a0c1-15dd367a3120 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Advancing secretly by an unknown path: A reinforce- ment learning-based hidden strategy for combating intelligent reactive jammer,
Reference 30
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 ebbe5702-e27d-45c1-b7c1-f13f4faf816e · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Reinforcement learning-based dynamic anti-jamming power control in uav networks: An effective jamming signal strength based approach,
Reference 31
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 c2c9679b-463d-4261-ac28-3e88484049b8 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer The k-means algorithm: A comprehensive survey and performance evaluation,
Reference 32
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 29e01e36-041f-402e-9466-ac56994edbc4 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Secure transmission scheme based on joint radar and communication in mobile vehicular networks,
Reference 33
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 1aa1d60c-e3ca-47ff-b753-51db9082b6d5 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer A mathematical theory of communication,
Reference 34
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 6e2ab73d-7a4f-4081-bb76-bf322adb55d5 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer On Empirical Comparisons of Optimizers for Deep Learning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69c0bfee-537a-4b42-afa1-389830a13124 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer t-soft update of target network for deep reinforcement learning,
Reference 36
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 acd9256c-9ee0-4d00-8b20-7a1f72e55e99 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Path loss prediction model development in a mountainous forest environment,
Reference 37
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 340f8a58-2f9e-40e0-8ec5-691c15270ada · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Modelling and simulation of rayleigh fading, path loss, and shadowing fading for wireless mobile networks,
Reference 38
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 fea91d04-9045-4671-bbf3-2652c0ab6b87 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Shadow fading correlation in high-speed railway envi- ronments,
Reference 39
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 433d516b-93ac-4f70-8326-03f2a08d5e58 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer An additive model as a physical basis for shadow fading,
Reference 40
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 c77e00c5-34ad-4282-8c82-707ba1046295 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Asynchronous contention resolution- aided aloha in lr-fhss networks,
Reference 41
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 711e917b-2a47-4de8-890d-9f28a908102a · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Deep reinforcement learning that matters,
Reference 42
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 dfd4830a-c12c-4254-b5a8-c689b78eae88 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Performance analysis for dsss with short period sequences encountering broadband interference,
Reference 43
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 87e049b3-8144-4bdb-a65f-8269f6c0714a · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Experimental analysis of the joint statistical properties of azimuth spread, delay spread, and shadow fading,
Reference 44
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 1fafb90e-5edf-4d30-bc6d-deb2dcfda0b7 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Convolutional neural networks at constrained time cost,
Reference 45
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 4f2116c4-54eb-4a27-a9ce-f76895a90bc4 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Color image to grayscale image conversion,
Reference 46
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 72f0fdb6-068b-4aea-ac10-eb20c4c98c80 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Goodfellow et al., Deep Learning
Reference 47
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 1838ad2d-ff33-4ae4-972e-68c140b1c046 · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Roofline performance analysis of dnn architectures on cpu and gpu systems,
Reference 48
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 eaa1b5cd-4d2e-4d36-a58c-51be27976edb · outbound
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer Benchmark analysis of jetson tx2, jetson nano and raspberry pi using deep-cnn,
Reference 49
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.
No inbound Pith citation observations are available.