Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning

Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning

21 September 2020

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Papers citing "Massive MIMO Channel Prediction: Kalman Filtering vs. Machine Learning"

14 / 14 papers shown

Title
Transformer-based Wireless Symbol Detection Over Fading Channels Li Fan Jing Yang Cong Shen 131 0 0 20 Mar 2025
Large Models Enabled Ubiquitous Wireless Sensing Shun Hu 92 0 0 27 Nov 2024
Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction Yiyong Sun Jiajun He Zhidi Lin Wenqiang Pu Feng Yin Hing Cheung So 174 1 0 18 Nov 2024
Decision Feedback In-Context Symbol Detection over Block-Fading Channels Li Fan Jing Yang Cong Shen 124 1 0 12 Nov 2024
LinFormer: A Linear-based Lightweight Transformer Architecture For Time-Aware MIMO Channel Prediction Yanliang Jin Yifan Wu Yuan Gao Shunqing Zhang Shugong Xu Cheng-Xiang Wang 57 1 0 28 Oct 2024
Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction Lei Chu Daoud Burghal Rui Wang Michael Neuman A. Molisch 71 0 0 16 Sep 2024
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning Momin Abbas Koushik Kar Tianyi Chen 90 6 0 28 Aug 2024
Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training Shilong Fan Zhenyu Liu Xinyu Gu Haoyang Li 69 10 0 15 Aug 2024
A Comparison of Neural Networks for Wireless Channel Prediction Oscar Stenhammar Gábor Fodor Carlo Fischione 21 14 0 27 Aug 2023
Reverse Ordering Techniques for Attention-Based Channel Prediction Valentina Rizzello Benedikt Bock M. Joham Wolfgang Utschick AI4TS 70 7 0 01 Feb 2023
A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments Abdul Karim Gizzini Marwa Chafii 77 31 0 05 Jun 2022
Differentially Private Federated Learning via Reconfigurable Intelligent Surface Yuhan Yang Yong Zhou Youlong Wu Yuanming Shi 74 26 0 31 Mar 2022
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition Sangwoo Park Osvaldo Simeone 76 4 0 23 Mar 2022
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation Sangwoo Park Osvaldo Simeone 100 8 0 01 Oct 2021