Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:41:18.832853Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2509.10487.
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 2026-08-05T13:41:18.832853Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2d9067e5-27cc-4ef1-9114-054ed9163889 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Capacity of multi-antenna Gaussian channels,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aa31c292-476e-4c03-8d1f-830be35ddc29 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems An overview of MIMO communications—a key to gigabit wireless,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a31ae05b-baae-40df-ba72-ccb363f1819b · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Broadband MIMO-OFDM wireless communications,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 610cd43b-3317-4d1d-868f-5a350cb84d70 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems An overview of massive MIMO: Benefits and challenges,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c1b59de2-e2c6-41db-8ddd-2f0583b342f6 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Millimeter- wave NOMA with user grouping, power allocation and hybrid beamform- ing,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ba26ca2-37a5-40ec-87ed-c2e088ffe2be · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Multi-user MIMO using ZF-based multi- plexing coordinated with user-wise spatial diversity,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ae49880-809d-4e65-893a-010f05820bc6 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Massive MIMO detec- tion techniques: A survey,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9405f01e-c13a-44e4-a226-7da496653f8c · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f0109073-4c68-4d16-9571-bc5d04688836 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems A Tutorial on Movable Antennas for Wireless Networks
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 138846a4-2a84-4406-8dda-25fa21dccb1d · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Capacity maximization for FAS- assisted multiple access channels,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f492bf1a-1daf-463b-bef6-b58c5bfb82df · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Movable antennas for wireless commu- nication: Opportunities and challenges,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5d58d31-61fc-4ec3-aee7-f1f8af18b284 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Modeling and performance analysis for movable-antenna enabled wireless communications,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8053e441-8206-40af-b25d-bf977366115d · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Performance analysis and optimization for movable antenna aided wideband communications,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9fed7bf2-13eb-4b04-82a5-6f2d0d468663 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Movable-antenna array enhanced beam- forming: Achieving full array gain with null steering,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e303a41-8eec-412d-b077-14e85235e713 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Multi-beamforming with movable-antenna array,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 17933f8b-1cca-4a41-8b42-5a5e66139ee3 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Dynamic beam coverage for satellite communications aided by movable-antenna array,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f993a52f-2afd-4d90-85fa-5e2a9c7db6e4 · outbound
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8ddd34d2-adb2-476e-acd1-0c9247302a7d · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 18bfb38a-a0ed-4381-accd-3c2d69fbc572 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Joint antenna position optimization and beamforming for movable antenna arrays,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4da64b7-fc42-4e96-a7cc-46cbb9c6cb5f · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Movable Antenna Enabled ISAC: Tackling Slow Antenna Movement, Dynamic RCS, and Imperfect CSI via Two-timescale Optimizati
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c1a7bcee-df42-4868-8333-deadf7fe8210 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Movable antenna-aided secure full-duplex multi-user communications,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40c1810a-8307-4e65-a398-e60c50974d40 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Movable Antenna Aided Multiuser Communications: Antenna Position Optimization Based on Statistical Channel Information
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66843540-b3b1-49d9-a3ad-3403708fdcdb · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Channel estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave communi- cations,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 374bc875-d9d7-4cc1-8481-5de6066a49c2 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Millimeter wave channel estimation via exploiting joint sparse and low-rank structures,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 81d12bfa-ff33-4183-a640-aa635f87e1f8 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e10ee6fc-5d46-4f6c-86cc-97481ae93f8c · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Compressed sensing based channel estimation for movable antenna communications,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d3f4df3c-51ce-4938-a7e5-97d980e9cee9 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Channel estimation for movable antenna communication systems: A framework based on compressed sensing,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3ca7457d-4144-4432-842a-1fe9d82ae004 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Wireless networks design in the era of deep learning: model-based, AI-based, or both?
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 737d254d-fe7a-4ab6-ac8a-79e381f3b4e0 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Deep learning for joint source- channel coding of text,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e584979-0b24-4803-aa3e-21d03d6675fb · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Deep learning-based channel estimation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 00ac4a8a-4ab7-4daf-87e2-60df3eb7a811 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Deep-learning- based millimeter-wave massive MIMO for hybrid precoding,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 87523fe7-9147-4c1d-94b3-2f7365f5543b · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems CNN-Based Channel Map Estimation for Movable Antenna Systems
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a10cbf23-52b2-4713-b719-28051279c6fe · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Correlation-based machine learning techniques for channel estimation with fluid antennas,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 93ad0d2b-cabb-4c25-b0c6-f61a7b11f959 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Deep learning enabled multicast beamforming with mov- able antenna array,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d9f3fb0-b414-457c-9589-6f73728e4f5c · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Learning-based joint beam- forming and antenna movement design for movable antenna systems,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 073ac5c3-98fa-453c-ba0d-41679016edc9 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da8ef3c5-20b7-4cfb-a0b4-4f88ebb4082b · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Deep learning for distributed channel feedback and multiuser precoding in FDD massive MIMO,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6364df47-e0f3-4b2e-b196-864c565be04d · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bda10a55-34a6-4fef-bfaf-1ad5fcf6786f · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Neural networks and machine learning,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a7b608d-8c5b-499f-9703-44bfc7b7f12e · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Hierarchical multiscale recurrent neural networks for detecting suicide notes,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5dfe0276-2ace-4df8-893d-6ebc483a9373 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems PyTorch: An Imperative Style, High-Performance Deep Learning Library
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ef27480-e82d-4223-9f87-278549585314 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Adam: A method for stochastic optimization,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8f58d7f2-5a8c-43be-a485-7dea3eda1142 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Attention is all you need,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16fe0f46-4012-4c6d-91ec-b65bcfe5d1bf · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems BERT: Pre-training of deep bidirectional transformers for language understanding,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a7564b68-bb0d-4129-a420-0ce0e67f8945 · outbound
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5047c843-cd4d-445f-b5df-5d75fbf5fccf · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Pilot contamination and precoding in multi-cell TDD systems,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 96e52bce-db59-4bde-982e-3e18a11f6138 · outbound
A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems Fast antenna subset selection in MIMO systems,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.