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Joint Channel Estimation and Data Detection for STBC MIMO-OFDM Wireless Communication System

机译:STBC MIMO-OFDM无线通信系统的联合信道估计和数据检测

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摘要

This paper presents a joint channel estimation and data detection technique for multiple input multiple output (MIMO) orthogonal frequency division multiplexing (OFDM) system. Initial estimate of the channel is obtained using semi-blind channel estimation (SBCE). The whitening rotation (WR)-based orthogonal pilot maximum likelihood (OPML) method is used to obtain the channel estimate. The estimate is further enhanced by extracting information through the received data symbols. The performance of the proposed estimator is studied under various channel models. The simulation study shows that this approach gives better performance over training-based channel estimation (TBCE) and OPML SBCE methods but at the cost of higher computational complexity.
机译:本文提出了一种用于多输入多输出(MIMO)正交频分复用(OFDM)系统的联合信道估计和数据检测技术。使用半盲信道估计(SBCE)获得信道的初始估计。基于增白旋转(WR)的正交导频最大似然(OPML)方法用于获得信道估计。通过通过接收的数据符号提取信息来进一步增强估计。在各种信道模型下研究了所提出的估计器的性能。仿真研究表明,与基于训练的信道估计(TBCE)和OPML SBCE方法相比,该方法具有更好的性能,但以更高的计算复杂度为代价。

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