An TSK Fuzzy Approach to Channel Estimation for MIMO-OFDM Systems

机译：TSK模糊方法在MIMO-OFDM系统中的信道估计

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This paper proposes an TSK fuzzy approach to channel estimation for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems. The information of dispersive fading channel is described by using TSK fuzzy model, which is updated by using the decision feedback symbol or the scattered pilot symbol. Space-time block coding (STBC) is used to get the diversity gain. Computer simulation demonstrates that the proposed algorithm has the same word error rate (WER) performance compare to the minimum mean-square-error (MMSE) method. Because it is without the computation of inverse matrix in MMSE, the proposed algorithm has a low burden of computation.

机译：本文提出了一种TSK模糊方法，用于多输入多输出（MIMO）正交频分复用（OFDM）系统的信道估计。利用TSK模糊模型描述了色散衰落信道的信息，并利用决策反馈符号或分散导频符号对其进行了更新。空时分组编码（STBC）用于获得分集增益。计算机仿真表明，与最小均方误差（MMSE）方法相比，该算法具有相同的误码率（WER）性能。由于在MMSE中不需要逆矩阵的计算，因此该算法具有较低的计算负担。

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来源
《International Conference on Signal Processing(ICSP'06); 20061116-20; Guilin(CN)》|2006年|P.2026-2030|共5页
会议地点 Guilin(CN)
作者
ZHANG Jian; HE Zhi-ming; WANG Xue-gang; HUANG Yuan-yuan;
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作者单位

College of Electronic Engineering, University of Electronic Science and Technology, Chengdu 610054, P. R. China;

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原文格式 PDF
正文语种 eng
中图分类通信理论;
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专利

1. TSK Fuzzy Approach to Channel Estimation for MIMO-OFDM Systems [J] . Jian Zhang, Zhi-ming He, Xue-gang Wang, IEEE signal processing letters . 2007,第6期

机译：TSK模糊方法在MIMO-OFDM系统中的信道估计
2. A TSK Fuzzy Approach to Channel Estimation for OFDM Systems [J] . ZHANG Jian, HE Zhi-ming, WANG Xue-gang, Journal of Electronic Science and Technology of China . 2006,第2期

机译：OFDM系统信道估计的TSK模糊方法
3. Robust Fast Time-Varying Multipath Fading Channel Estimation and Equalization for MIMO-OFDM Systems via a Fuzzy Method [J] . Bor-Sen Chen Vehicular Technology, IEEE Transactions on . 2012,第4期

机译：基于模糊方法的MIMO-OFDM系统鲁棒快速时变多径衰落信道估计和均衡
4. A TSK Fuzzy Approach to Channel Estimation for 802.11a WLANs [C] . Laura Ivanciu, Ligia Chira Cremene, Gabriel Oltean International joint conference on computer, information, and systems sciences, and engineering . 2013

机译：802.11a WLAN的信道估计的TSK模糊方法
5. Subspace-Based Blind Channel Estimation and Tracking for MIMO-OFDM Systems. [D] . Tu, Chao-Cheng. 2010

机译：MIMO-OFDM系统中基于子空间的盲信道估计和跟踪。
6. Machine Learning-Based 5G-and-Beyond Channel Estimation for MIMO-OFDM Communication Systems [O] . Ha An Le, Trinh Van Chien, Tien Hoa Nguyen, 2021

机译：基于机器学习的5G - 超出MIMO-OFDM通信系统的信道估计
7. Inferential Sensor for Estimation of the Concentration of Benzene in the Distillation Column Using TSK Fuzzy System Based on Modified Clustering Approach [O] . Babak Ghanaati 2017

机译：基于改进的聚类方法，使用TSK模糊系统估计蒸馏塔中苯浓度的推理传感器

An TSK Fuzzy Approach to Channel Estimation for MIMO-OFDM Systems

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