Hybrid Message Passing Channel Estimation Algorithm for Massive MIMO-OFDM Systems

被引：2

作者：

Song, Yi ^{[1
]}

Zhang, Chuanzong ^{[2
]}

Saggese, Fabio ^{[3
]}

Lu, Xinhua

Wang, Zhongyong ^{[1
]}

Zhu, Zhengyu ^{[1
,4
]}

机构：

[1] Zhengzhou Univ, Sch Elect & Informat Engn, Zhengzhou 450001, Peoples R China

[2] Nanyang Inst Technol, Coll Informat Engn, Nanyang 473000, Peoples R China

[3] Aalborg Univ, Dept Elect Syst, DK-9220 Aalborg, Denmark

[4] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210018, Peoples R China

来源：

IEEE COMMUNICATIONS LETTERS | 2023年 / 27卷 / 06期

关键词：

Massive MIMO; OFDM; channel estimation; channel probability model;

D O I：

10.1109/LCOMM.2023.3268819

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

In this letter, we propose the Bernoulli two-state Gaussian mixture (B-TSGM) probability model to characterize the angle-delay domain (ADD) channel of the massive multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) system. Based on the hybrid message passing (HMP) rule, we design the HMP-B-TSGM channel estimation algorithm under the structured turbo-compressed sensing (STCS) framework. Simulation results show that the considered model better captures the channel characteristics, and the proposed algorithm outperforms the state-of-the-art methods under a wide range of simulation settings while having the same complexity.

引用

页码：1584 / 1588

页数：5

共 50 条

[41] 3-D Parameterized Multipath Channel Estimation for Massive MIMO-OFDM Systems
Liang, Junhui
He, Jin
Yu, Wenxian
IEEE SYSTEMS JOURNAL, 2022, 16 (03): : 4094 - 4105
[42] Channel Estimation for Generalized Superimposed Cell-free Massive MIMO-OFDM Systems
Ge, Hanxiao
Garg, Navneet
Ratnarajah, Tharmalingam
2022 IEEE 23RD INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATION (SPAWC), 2022,
[43] Compressed channel estimation for massive MIMO-OFDM systems over doubly selective channels
Uwaechia, Anthony Ngozichukwuka
Mahyuddin, Nor Muzlifah
Ain, Mohd Fadzil
Latiff, Nurul Muazzah Abdul
Za'bah, Nor Farahidah
PHYSICAL COMMUNICATION, 2019, 36
[44] EM-based MAP channel estimation algorithm for MIMO-OFDM systems
Xu, Peng
Wang, Jin-Kuan
Qi, Feng
Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2010, 32 (01): : 27 - 30
[45] Channel estimation in MIMO-OFDM systems based on comparative methods by LMS algorithm
Department of Communication, Bushehr Branch, Islamic Azad University, Bushehr, Iran
Int. J. Comput. Sci. Issues, 3 3-3 (188-192): : 188 - 192
[46] Novel EM-based channel estimation algorithm for MIMO-OFDM systems
Huo, Wenjun
Wang, Zhigang
Li, Shentang
2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, 2007, : 2150 - 2153
[47] Low Complexity Algorithm for Frequency Offset and Channel Estimation in MIMO-OFDM Systems
Kandovan, R. Shaghaghi
Salari, S.
Heydarzadeh, M.
12TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY: ICT FOR GREEN GROWTH AND SUSTAINABLE DEVELOPMENT, VOLS 1 AND 2, 2010, : 134 - 138
[48] An Effective Simultaneous Channel Estimation and Sensing Algorithm for mmWave MIMO-OFDM Systems
Du, Jianhe
Chen, Yuan
Zhang, Peng
Mumtaz, Shahid
Li, Xingwang
da Costa, Daniel B.
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (11) : 17054 - 17069
[49] Channel Estimation in MIMO-OFDM Systems Based on a New Adaptive Greedy Algorithm
Huang, Yuan
He, Yigang
Luo, Qiwu
Shi, Luqiang
Wu, Yuting
IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (01) : 29 - 32
[50] A Channel Estimation Method Based on the Improved LMS Algorithm for MIMO-OFDM Systems
Zhang, Zhenfeng
Xiao, Limin
Su, Xin
Zeng, Jie
Xu, Xibin
2018 12TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION AND COMMUNICATION TECHNOLOGY (ISMICT), 2018, : 222 - 226

← 1 2 3 4 5 →