Information Theory · Computer Science
Achieving Near MAP Performance with an Excited Markov Chain Monte Carlo MIMO Detector
Jonathan C. Hedstrom, Chung Him, Yuen, Rong-Rong Chen +1
2017-07-13
Networking and Internet Architecture · Computer Science
Near-optimal stochastic MIMO signal detection with a mixture of t-distribution prior
Junichiro Hagiwara, Kazushi Matsumura, Hiroki Asumi, Yukiko Kasuga +4
2024-03-08
Networking and Internet Architecture · Computer Science
Hamiltonian Monte Carlo-Based Near-Optimal MIMO Signal Detection
Junichiro Hagiwara, Toshihiko Nishimura, Takanori Sato, Yasutaka Ogawa +1
2025-11-18
Information Theory · Computer Science
Mini-Batch Gradient-Based MCMC for Decentralized Massive MIMO Detection
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen +1
2024-10-23
Information Theory · Computer Science
Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: an Analysis of Stationary Distribution and Mixing Time
Babak Hassibi, Morten Hansen, Alexandros Georgios Dimakis, Haider Ali Jasim Alshamary +1
2015-06-17
Signal Processing · Electrical Eng. & Systems
Efficient MIMO Detection with Imperfect Channel Knowledge - A Deep Learning Approach
Qian Chen, Shunqing Zhang, Shugong Xu, Shan Cao
2019-03-20
Information Theory · Computer Science
Ultra Low Complexity Soft Output Detector for Non-Binary LDPC Coded Large MIMO Systems
Puripong Suthisopapan, Anupap Meesomboon, Kenta Kasai, Virasit Imtawil
2012-04-19
Information Theory · Computer Science
An Efficient Global Algorithm for One-Bit Maximum-Likelihood MIMO Detection
Cheng-Yang Yu, Mingjie Shao, Wei-Kun Chen, Ya-Feng Liu +1
2023-07-04
Information Theory · Computer Science
Near-Optimal Detection in MIMO Systems using Gibbs Sampling
Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu
2009-10-09
Signal Processing · Electrical Eng. & Systems
In-Memory Massive MIMO Linear Detector Circuit with Extremely High Energy Efficiency and Strong Memristive Conductance Deviation Robustness
Jia-Hui Bi, Shaoshi Yang, Ping Zhang, Sheng Chen
2025-03-24
Signal Processing · Electrical Eng. & Systems
Gradient-Based Markov Chain Monte Carlo for MIMO Detection
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen +1
2024-10-28
Information Theory · Computer Science
An Efficient Likelihood-Based Modulation Classification Algorithm for MIMO Systems
Mohammad Rida Bahloul, Mohd Zuki Yusoff, Abdel-Haleem Abdel-Aty, M Naufal M Saad
2017-03-07
Signal Processing · Electrical Eng. & Systems
Near-Optimal MIMO Detection Using Gradient-Based MCMC in Discrete Spaces
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen +1
2024-12-11
Information Theory · Computer Science
A Novel MCMC Based Receiver for Large-Scale Uplink Multiuser MIMO Systems
Tanumay Datta, N. Ashok Kumar, A. Chockalingam, B. Sundar Rajan
2012-01-31
Signal Processing · Electrical Eng. & Systems
Soft MIMO Detection Using Marginal Posterior Probability Statistics
Jiankun Zhang, Hao Wang, Jing Qian, Zhenxing Gao
2022-08-18
Information Theory · Computer Science
All Cognitive MIMO: A New Multiuser Detection Approach with Different Priorities
Nikolaos I. Miridakis, Theodoros A. Tsiftsis, Dimitrios D. Vergados, Angelos Michalas
2017-04-03
Information Theory · Computer Science
Conjugate Gradient-based Soft-Output Detection and Precoding in Massive MIMO Systems
Bei Yin, Michael Wu, Joseph R. Cavallaro, Christoph Studer
2016-11-17
Information Theory · Computer Science
Probabilistic MIMO Symbol Detection with Expectation Consistency Approximate Inference
Javier Cépedes, Pablo M. Olmos, Matilde Sánchez-Fernández, Fernando Pérez-Cruz
2019-10-03