Concepedia

Bayesian Channel Estimation

Bayesian Channel Estimation is a statistical inference method within channel estimation that incorporates prior knowledge about channel parameters through a probabilistic framework, distinguishing itself by using Bayes' theorem to compute the posterior distribution of the channel state given observed data.

140

Publications

5.4K

Citations

372

Authors

193

Institutions

Publications per year

2017–2026

47

Parents

Publications

140

Channel Estimation for Massive MIMO Using Gaussian-Mixture Bayesian Learning

Chao-Kai Wen, Shi Jin, Kai‐Kit Wong et al. · IEEE Transactions on Wireless Communications · 2014 · 326 citations

, , +14

Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications

IEEE Transactions on Wireless Communications · 2021 · 231 citations · Full text

, , +14

Adaptive joint detection and decoding in flat-fading channels via mixture Kalman filtering

Rong Chen, Xiaodong Wang, Jun S. Liu · IEEE Transactions on Information Theory · 2000 · 195 citations

, , +17

Sparse Bayesian Learning for the Time-Varying Massive MIMO Channels: Acquisition and Tracking

Jianpeng Ma, Shun Zhang, Hongyan Li et al. · IEEE Transactions on Communications · 2018 · 186 citations

, , +15

Uplink-Aided High Mobility Downlink Channel Estimation Over Massive MIMO-OTFS System

Yushan Liu, Shun Zhang, Feifei Gao et al. · IEEE Journal on Selected Areas in Communications · 2020 · 180 citations

, , +17

1–5 of 140

Authors

372

  1. FG
    Feifei Gao

    Tsinghua University, China

    8 publications · 544 citations

    8

    h-index

  2. SZ
    Shun Zhang

    Xidian University, China

    4 publications · 280 citations

    4

    h-index

  3. EB
    Emil Björnson

    Linköping University, Sweden

    4 publications · 219 citations

    4

    h-index

  4. CX
    Chengwen Xing

    Beijing Institute of Technology, China

    3 publications · 182 citations

    3

    h-index

  5. SJ
    Shi Jin

    Southeast University, China

    3 publications · 544 citations

    3

    h-index

1–5 of 372

Institutions

193

  1. Tsinghua University

    Beijing, China

    9 h-index

    16 publications

    735 citations

  2. Xidian University

    Xi'an, China

    6 h-index

    17 publications

    1.4K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    16 publications

    557 citations

  4. Supélec

    Gif-sur-Yvette, France

    5 h-index

    8 publications

    425 citations

  5. Texas A&M University

    College Station, United States

    5 h-index

    8 publications

    654 citations

  6. Southeast University

    Nanjing, China

    5 h-index

    8 publications

    662 citations

  7. The University of Sydney

    Sydney, Australia

    4 h-index

    9 publications

    335 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    8 publications

    545 citations

1–8 of 193

Venues

  1. IEEE Transactions on Signal Processing

    21 publications · 1.1K citations

    17

    h-index

  2. IEEE Transactions on Communications

    15 publications · 725 citations

    13

    h-index

  3. IEEE Transactions on Wireless Communications

    13 publications · 868 citations

    13

    h-index

  4. IEEE Transactions on Vehicular Technology

    9 publications · 282 citations

    9

    h-index

  5. 7

    h-index

1–5