Beamforming

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  1. AIR-LLM: Broadcasting AI Weights over Radio for Memory-Free Edge LLM Inference via RF Computing

    Sep 30, 2026Zhihui Gao, Tingjun Chen, Dirk EnglundLLM Inference OptimizationEdge Devices

  2. Transformer-based Neural Beamforming for Real-Time Speech Enhancement on Smart Low-Power Hearable Devices

    Sep 27, 2026Luca Bompani, Marco Fariselli, Giovanni Oltrecolli +1Speech EnhancementBeamforming

  3. Unlocking Cross-Scenario Physical Layer Security: A Mixture-of-Experts Framework with Generative Diffusion Models

    Sep 22, 2026Xiao Tang, Tong Hui, Chao Shen +4BeamformingMixture-Of-Experts

  4. Domain-Incremental Learning for Multi-Channel Replay Speech Detection

    Sep 11, 2026Michael NeriSpeakerClass-Incremental Learning

  5. Robust Beam Prediction for V2X Networks with Multi-Modal Sensing

    Sep 9, 2026Chen Shang, Dinh Thai Hoang, Diep N. Nguyen +1V2XMulti-Modal Sensing

  6. Beamforming Design Via GNN in mmWave Cell-Free Massive MIMO Using Sub-6 GHz CSI

    Aug 31, 2026Sina Tavakolian, Abolfazl Zakeri, Ahmed Alkhateeb +2BeamformingChannel State Information

  7. Multi-perspective Imbalance-Conscious 6G Beamforming Optimization and Performance

    Aug 13, 2026Chukwunonso Henry Nwokoye, Blessing Oluchi Iloka, Chikwue V. Umeugoji +2BeamformingUnsupervised

  8. Cloud-Boosted Low-Compute Multi-Channel Speech Enhancement

    Aug 7, 2026Xulin Fan, Juan Azcarreta, Ashutosh Pandey +5Speech EnhancementBeamforming

  9. GSBF: Gaussian Splatting for Environment-Aware Beamforming

    Aug 6, 2026Yijie Bian, Wei Guo, Zixin Wang +3BeamformingChannel State Information

  10. CRB-Driven Beamforming and Trajectory Optimization for UAV-assisted ISAC System

    Jul 21, 2026Yi Yang, Qianqian Zhang, Huaxia WangIntegrated Sensing And CommunicationUnmanned Aerial Vehicle Trajectories

  11. Robust Design of Integrated Sensing and Communication in LEO Satellite Systems

    Jul 14, 2026Hezhen Yang, Xiaoming Chen, Qi WangIntegrated Sensing And CommunicationLow Earth Orbit Satellite Networks

  12. Self-Evolving In-Context Learning for Direct Pilot-to-Beamformer Design in MU-MISO Systems

    Jul 13, 2026Yubo Zhang, Xiaodong WangBeamformingMultiple-Input Multiple-Output

  13. Spatio-Temporal Scheduling Prediction Under Backhaul Delay for Resilient Coordinated Beamforming

    Jul 9, 2026Prashant Kumar Singh, Shubham Vaishnav, Ahmet Hasim Gökceoglu +1BeamformingTemporal Graph Neural Networks

  14. AirPASS: Over-the-Air Federated Learning via Pinching Antenna Systems

    Jul 7, 2026Seyed Mohammad Azimi-Abarghouyi, Christopher G. BrintonReconfigurable Intelligent SurfacesBeamforming

  15. 6G Sensing Security: Distributed Game-Theoretic RL for Urban Beamforming and Attacker Detection

    Jul 7, 2026Parmida Geranmayeh, Onur GünlüIntegrated Sensing And CommunicationBeamforming

  16. QuaMoE-DRF: Proactive Beam and Rate Adaptation via Multimodal Dynamic Radio Map Forecasting in ISAC Networks

    Jul 1, 2026Zhihan Zeng, Kaihe Wang, Zhongpei Zhang +1Integrated Sensing And CommunicationBeamforming

  17. Joint Learning of Covariance Estimation and White Noise Gain for Robust MVDR Beamforming

    Jun 23, 2026Yongyi Deng, Hanchen Pei, Jianbo Ma +3BeamformingSpeech Enhancement

  18. A Perception vs. Distortion Perspective on Score-Based Generative Channel Estimation

    Jun 15, 2026Marco Skocaj, Lukas Eller, Mate BobanChannel EstimationBeamforming

  19. A Switching Beamformer for Highly Non-Stationary Environments

    Jun 7, 2026Manan Mittal, Ryan M. Corey, John R. Buck +1BeamformingNon-Stationarity

  20. Time Segmented Beamforming via Dynamic Programming: Theory and Implementation

    May 24, 2026Manan Mittal, Ryan M. Corey, Diego Cuji +2BeamformingInterference

  21. IsoNet: Spatially-aware audio-visual target speech extraction in complex acoustic environments

    May 14, 2026Dinanath Padhya, Sajen Maharjan, Binita Adhikari +1Target Speaker ExtractionMicrophone Array

  22. Analog RF Computing: A New Paradigm for Energy-Efficient Edge AI Over MU-MIMO Systems

    May 14, 2026Wentao Yu, Vincent W. S. WongIntelligent EdgeBeamforming

  23. Recurrent Transformer-Based Near- and Far-Field THz Wideband Channel Estimation for UM-MIMO

    May 12, 2026Dmitry Artemasov, Alexander Shmatok, Kirill Andreev +3Channel EstimationBeamforming

  24. Adaptive Diagonal Loading using Krylov Subspaces for Robust Beamforming

    May 11, 2026Manan Mittal, Ryan M. Corey, John R. Buck +1BeamformingMicrophone Array

  25. Online Segmented Beamforming via Dynamic Programming

    May 8, 2026Manan Mittal, Ryan M. Corey, Diego Cuji +2BeamformingInterference

  26. AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization

    May 7, 2026Zijiu Yang, Zixiang Zhang, Shunpu Tang +2BeamformingInterference

  27. Look Once, Beam Twice: Camera-Primed Real-Time Double-Directional mmWave Beam Management for Vehicular Connectivity

    May 6, 2026Avhishek Biswas, Apala Pramanik, Eylem Ekici +1Millimeter WaveBeamforming

  28. Adaptive Diagonal Loading for Norm Constrained Beamforming

    May 5, 2026Manan Mittal, Ryan M. Corey, John R. Buck +1BeamformingMicrophone Array

  29. Enwar 3.0: An Agentic Multi-Modal LLM Orchestrator for Situation-Aware Beamforming, Blockage Prediction, and Handover Management

    May 4, 2026Ahmad M. Nazar, Abdulkadir Celik, Asmaa Abdallah +3BeamformingMillimeter Wave

  30. Spectral- and Energy-efficient Multi-BS Multi-RIS Pinching-antenna Systems: A GNN-based Approach

    May 2, 2026Changpeng He, Yang Lu, Wei Chen +3Reconfigurable Intelligent SurfacesBeamforming

  31. On Learning Spatial Structure from Pre-Beamforming Per-Antenna Range-Doppler Radar Measurements

    Apr 2, 2026George Sebastian, Philipp Berthold, Bianca Forkel +24D RadarRadar

  32. Lend me an Ear: Speech Enhancement Using a Robotic Arm with a Microphone Array

    Feb 19, 2026Zachary Turcotte, François GrondinSpeech EnhancementMicrophone Array

  33. Self-Localizing MIMO Beam Mapping with Continuously Evolving Channel Memory

    Nov 21, 2025Wangqian Chen, Junting Chen, Shuguang CuiChannel State InformationBeamforming

  34. LLM-Aided Joint Secrecy Precoding and Trajectory for RSMA-Based Heterogeneous UAV Networks

    Jul 23, 2025Lijie Zheng, Ji He, Shih Yu Chang +1Multi-UavPower Allocation

  35. Cyclic MPDR Beamforming for Suppression of Almost-Cyclostationary Acoustic Interference

    Date pendingGiovanni Bologni, Martin Bo M\oller, Richard Heusdens +1Absolute Noise-To-Clean MappingBeamforming