Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T08:55:17.409164Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2606.28778.
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 2026-06-30T08:55:17.409164Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation df4559a4-9b7a-4b50-8318-557044087507 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers From 5G to 6G networks: A survey on AI-based jamming and interference detection and mitigation,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 634c2498-3d66-4a05-b01d-cf257fbc0a61 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Jamming attacks and anti-jamming strategies in wireless networks: A comprehensive survey,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1267e47d-cfc8-493e-928e-bc1216e2c5b1 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Interference sup- pression using deep learning: Current approaches and open challenges,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 22e4a316-6672-4a83-870e-9ed9f4346db6 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Secure physical layer communications for low-altitude economy networking: A survey,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28d6c1a2-af7c-4eb5-9940-7bbb35e8433e · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers A survey on jamming techniques in physical layer security and anti-jamming strategies for 6G,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2da37dfb-e4de-49d6-843a-b7122d3e6ee6 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Intelligent wireless interference recognition: Challenges, opportunities, and future directions,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f7a1119d-7895-4a96-90b7-89c51708233c · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Dynamic spectrum anti-jamming communications: Challenges and opportunities,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9f6c7e5d-d45c-42d2-822a-90af04fdfef0 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Detection, estimation, and modulation theory, part I: Detection, estimation, and linear modulation theory,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a31f589-9ee5-4740-89c5-350b2356e433 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Digital communications, 5th edition,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7634506f-08da-4774-b046-ed1ec096f073 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Intelligent wireless interference iden- tification with lightweight transformer network,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 654b6c35-1725-4a81-befc-3034c39f2328 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Jamming identification with differential transformer for low-altitude wireless networks,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ebaa09de-d16a-4417-9db5-6db2223802e7 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Deep learning-based channel estimation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 35ae4df8-feda-4b57-bfe7-224750d2ebaf · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Deep residual learning meets OFDM channel estimation,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 41cc5e82-8a7e-4384-8e62-e123935602b4 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Attention based neural networks for wireless channel estimation,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c939665a-9108-42c1-865d-cdcbaaad49e0 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers AE-DENet: Enhancement for deep learning-based channel estimation in OFDM systems,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ed6d5e64-ced6-4a72-a61a-8d3703920cec · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers AdaFortiTran: An adaptive transformer model for robust OFDM channel estimation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e2836e79-2b06-4f13-aadc-8537557e7c4a · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Power of deep learning for channel estimation and signal detection in OFDM systems,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0f2c1967-2578-4178-ae82-6cc4f3ea3d79 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers CNN-based underwater acoustic OFDM communications over doubly-selective channels,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c017ceff-d749-4ccd-beb3-4abcd6a74ca1 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers TransDetector: A transformer-based detector for underwater acoustic differential OFDM communications,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 83adbbb9-f6d4-4674-9c40-72e8bba39edc · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers ComNet: Combination of deep learning and expert knowledge in OFDM receivers,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4ffc7a84-6059-435a-93e9-e46f638e6b85 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Deep learning for joint channel estimation and signal detection in OFDM systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e02fdbad-d7a9-4e25-9e76-560b654a7d11 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Better late than never: GAN-enhanced dynamic anti- jamming spectrum access with incomplete sensing information,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dfc2f491-1c17-4a01-8d9c-2a0ae35748ae · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Joint interference cancellation and signal detection using latent space representations in V AE,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 30124e19-8bab-428f-a74b-cc6431ddfc01 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Generative diffusion models for wireless networks: Fundamental, architecture, and state-of-the-art,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c8553cc2-ddfb-472b-8a4c-c40795a59168 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Generative AI for secure physical layer communications: A survey,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d822306e-b40f-47f2-8627-e205618b280d · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Score-based generative modeling for interference mitigation in automotive FMCW radar,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 89f0654f-b6dc-4f0c-a411-a9feac9a8696 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Model- based diffusion for mitigating automotive radar interference,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 96732ccb-eb27-4ae2-ac5e-e705ef9bfaaa · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers ICDM: Interference cancellation diffusion models for wireless semantic communications,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b43bd744-bc15-45ed-a032-7cecf4b57edb · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers RadarImpu- tationNet: An enhanced long-term diffusion model for automotive radar interference suppression and signal recovery,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 81ef0ac8-781a-40d1-a6eb-996501f3e850 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Conditional diffusion models for signal reconstruction after interference notching,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8a8d6078-28b2-4edb-bc6f-b0a1a16c39c7 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Denoising diffusion probabilistic models,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c5a1e5c8-4db5-49d0-a2f6-009b8801618d · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Denoising diffusion implicit models,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 57c1b5f1-f0e8-491b-9f9d-fed6c8fd2eb5 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers BBDM: Image-to-image translation with Brownian bridge diffusion models,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 662d3434-170b-4abe-a01e-012be52a5903 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Diffusion bridge implicit models,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e5cf81f-3817-452e-a157-afad0b2103d2 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Brownian bridge-based diffusion channel denoising for ISAC massive MIMO systems,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d949ff87-9ea4-4da7-b9d0-1d3134094314 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Cell-free diffusion uplink with fronthaul noise adapting arbitrary fronthaul structure,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 00cacff5-6f1b-406b-afc6-0325d2349e5e · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Physical channels and modulation,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c58f8b24-62bf-43a1-9948-ad289957941f · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Wireless interference recognition with multimodal learning,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 84ee9cd0-9664-4726-8060-e476bbf2cd3e · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Complex ratio masking for monaural speech separation,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aa1ec388-ea42-4c5e-b656-b67f2f0b3697 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers U-Net: Convolutional net- works for biomedical image segmentation,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3bde0597-cedf-4fe4-9d2d-c087fc0dfa71 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Image super- resolution using very deep residual channel attention networks,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7f9c6a3c-8467-470b-aa31-7a3fbb162a31 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Bilinear repre- sentation for language-based image editing using conditional generative adversarial networks,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69a4882e-2456-4aae-b3c3-eac08da72543 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Score-based generative modeling through stochastic differential equations,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 792c1525-9ad5-4fc0-a6c5-b19304a8e645 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Attention is all you need,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ded07c07-0147-4563-b566-eb00845b4474 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers DPM-solver: A fast ODE solver for diffusion probabilistic model sampling in around 10 steps,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d6a8a48-bf4b-4677-8f7a-794fb396a30f · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers DemodNet: Learning soft demodulation from hard information using convolutional neural network,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4651f90d-c3ba-47ca-a47b-68be5ff2f3b9 · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Study on channel model for frequencies from 0.5 to 100 GHz,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ea3b0f5f-d373-43fc-9385-8d0ccd50b8ad · outbound
Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers Conv-TasNet: Surpassing ideal time–frequency magnitude masking for speech separation,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.