Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T11:24:31.584556Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2606.22038.
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 2026-06-26T11:24:31.584556Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 400d23ec-9167-4e17-b4cd-7e3d8c794cb3 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Parameter-efficient channel deduction based on full-domain interleaved learning,
Reference 1
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Unavailable: canonical work link unavailable.
Observation fc8c869b-b560-4790-b504-0454c6771d61 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Framework and overall objectives of the future development of IMT for 2030 and beyond,
Reference 2
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Observation 5b045529-0c52-44a4-ae7a-f14e6e515f1d · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction ComAI: The convergence of communication and artificial intelligence,
Reference 3
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Unavailable: canonical work link unavailable.
Observation b8de1e23-22d3-434a-9439-763b5f05e42d · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 343f3849-6909-4d84-9123-fc25b070df69 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b53832-5f92-48c6-8599-dcbf9b6d20eb · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Toward a 6G AI-native air interface,
Reference 6
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Unavailable: canonical work link unavailable.
Observation 78d4a8ee-ff22-41ed-9340-60a8bfe74949 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Way to build native AI-driven 6G air interface: Principles, roadmap, and outlook,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea983cf4-99d9-4591-a728-d10a87f8dd76 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction A task-driven design approach for 6G AI-native architecture,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a996362-d503-41bd-b904-273a76a64b4a · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Situation-aware resource allocation for multi-dimensional intelligent multiple access: A proactive deep learning framework,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae6bad14-2667-431a-93c2-d46bfa728d4b · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Intelligent beam management based on deep reinforcement learning in high-speed railway scenarios,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b2326f-a184-4694-8cad-869b5ba24212 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction The Agentic-AI core: An AI-empowered, mission-oriented core network for next-generation mobile telecommunications,
Reference 11
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Unavailable: canonical work link unavailable.
Observation 2d0c30df-0960-49bc-aed8-9e54d8c7a6a0 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Towards wireless native big AI model: the mission and approach differ from large language model,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6aa2e5cb-fde8-4337-b696-21e51ec3acde · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Wireless environmental information theory: A new paradigm toward 6G online and proactive environment intelligence communication,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70631220-165f-414e-afb4-132e1e6ce06b · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Acquisition of channel state information for mmwave massive MIMO: Traditional and machine learning-based approaches,
Reference 14
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Unavailable: canonical work link unavailable.
Observation ad9688bf-955b-41f8-becb-bb92570db118 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Overview of deep learning-based CSI feedback in massive MIMO systems,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a5e37fe-18c9-4b32-8060-cd155518a2d1 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction From data-driven learning to physics-inspired inferring: A novel mobile MIMO channel prediction scheme based on neural ODE,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 5deafc8d-d6cd-4937-bb3d-03c85070ae50 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction A hybrid inference architecture incorporating neural network with belief propagation for AI receivers,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ed6f28a-ac88-4627-8578-683e7e1bebe0 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Multi-sources fusion learning for multi-points NLOS localization in OFDM system,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d226936-0288-42db-b935-3943b8e502a6 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3b7f92f3-9e83-40b4-ab7d-2042bf8fc063 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Multi-view wireless sensing via conditional generative learning: Framework and model design,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f81aa95a-8853-4412-bd16-403b1f42a749 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning-based channel estimation,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 038c0678-131c-483c-878c-78f15fb9f7e3 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep residual learning meets OFDM channel estimation,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 145af682-51f2-4617-bc0c-a35612ebf1a2 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning based channel estimation algorithm for fast time-varying MIMO-OFDM systems,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cfdb039-5c0c-4d98-a569-0c08ca402f49 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning for TDD and FDD massive MIMO: Mapping channels in space and frequency,
Reference 24
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Unavailable: canonical work link unavailable.
Observation f963ec3b-0129-4e93-9809-0259fe351fc5 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Channel mapping based on interleaved learning with complex-domain MLP-mixer,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7364a22b-5946-4beb-95b0-46bcbbe75658 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning based channel extrapolation for large-scale antenna systems: Opportunities, challenges and solutions,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd72cfe-d601-4232-a327-a7d2d7b00d96 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning for massive MIMO CSI feedback,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 2447647c-f690-431b-a131-d2b76de7910a · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Convolutional neural network-based multiple-rate compressive sensing for massive MIMO CSI feedback: Design, simulation, and analysis,
Reference 28
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Unavailable: canonical work link unavailable.
Observation de913dfe-cba5-47a8-bccb-0b02b2a95326 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction SALDR: Joint self-attention learning and dense refine for massive MIMO CSI feedback with multiple compression ratio,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f1afea1-4f25-46e3-8f74-fb26603a5b42 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction A lightweight deep network for efficient CSI feedback in massive MIMO systems,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1526e471-1d1b-4c7f-b394-633f12e6e903 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Viewing channel as sequence rather than image: A 2-D Seq2Seq approach for efficient MIMO-OFDM CSI feedback,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53cb773a-416b-49a7-a905-54c27feeb745 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning for fading channel prediction,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc90190-2f36-47ce-bcca-238d5237a420 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Channel state information prediction for 5G wireless communications: A deep learning approach,
Reference 33
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Unavailable: canonical work link unavailable.
Observation eb663a6c-20f5-42b9-8519-dc6b65ab297d · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Accurate channel prediction based on Transformer: Making mobility negligible,
Reference 34
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Unavailable: canonical work link unavailable.
Observation c49aa149-d81c-4ad6-a1ca-16961e0d60d1 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Mobile MIMO channel prediction with ODE-RNN: A physics-inspired adaptive approach,
Reference 35
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Unavailable: canonical work link unavailable.
Observation 7d2f2bef-2743-48ff-98a3-5203e6bf7cd6 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction C-GRBFnet: A physics-inspired generative deep neural network for channel representation and prediction,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 5b1d6d77-1991-4b5e-8690-b35395e3117f · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction CSI-based positioning in massive MIMO systems using convolutional neural networks,
Reference 37
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Unavailable: canonical work link unavailable.
Observation c5bf9298-d12a-48fc-a610-9136f4fc289f · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Machine-learning assisted outdoor localization via sector-based fog massive MIMO,
Reference 38
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Unavailable: canonical work link unavailable.
Observation de60993d-77a5-4456-adaa-0cf13e26ac1a · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning-based multi-user positioning in wireless FDMA cellular networks,
Reference 39
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Unavailable: canonical work link unavailable.
Observation ce8ffeed-1cd8-4c0b-9f68-9dd1824a4125 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Attention-aided outdoor localization in commercial 5G NR systems,
Reference 40
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Unavailable: canonical work link unavailable.
Observation 00ae0c32-7202-4b30-bce6-54f7a5c6d8d0 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Synergizing global pattern learning and time order characterization in mobile channel prediction: An RWKV-based approach,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3f54b15-2cfc-4cab-a885-0570ba9ff6f6 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Channel deduction: A new learning framework to acquire channel from outdated samples and coarse estimate,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c069ca09-44a0-4aa4-aeb7-7741e47dfe7d · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Spatial channel deduction: Acquiring channel from approximate position and coarse estimate,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 7521d14e-edc9-45d5-8e07-51482232f01c · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Multi-input multi-output fading channel tracking and equalization using Kalman estimation,
Reference 44
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Unavailable: canonical work link unavailable.
Observation b0d0160b-b5ef-4148-bc23-6a9b27aef6b2 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Deep learning-based CSI feedback approach for time-varying massive MIMO channels,
Reference 45
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Unavailable: canonical work link unavailable.
Observation 8250721f-e883-4de6-b4c2-9631561b2341 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Geometry-Aided Channel Deduction: A Robust Channel Acquisition Framework Utilizing Coarse Scenario Prompt
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 31d5f734-008d-4204-bee0-95e769cd6f2d · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Attention is all you need,
Reference 47
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Unavailable: canonical work link unavailable.
Observation a9f2f98f-bf55-4bad-ad9e-0a7786935e21 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction An Attention Free Transformer
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3e094287-3de6-49fd-aa59-2c4f0976c2da · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction DeepMIMO: A generic deep learning dataset for millimeter wave and massive MIMO applications,
Reference 49
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Unavailable: canonical work link unavailable.
Observation 390fb525-82e3-4d8c-82ed-68c8d227ddf6 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Convolutional LSTM network: A machine learning approach for precipitation nowcasting,
Reference 50
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Unavailable: canonical work link unavailable.
Observation 4b63d996-3109-4ef2-802a-ac4e55af4f22 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Adam: A Method for Stochastic Optimization
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9d22c78d-6995-41d4-a10d-b3a7c23f4f88 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction A distributed massive MIMO channel sounder for “big CSI data
Reference 52
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Unavailable: canonical work link unavailable.
Observation 33eb7994-cf32-4dc6-8908-7b63f8f9b589 · outbound
Full-Domain Coupler: A Wireless Native Neural Backbone for Channel Representation and Deduction Channel estimation for OFDM systems based on comb-type pilot arrangement in frequency selective fading channels,
Reference 53
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.