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On the Activation Ordering of Detector, Decoder, and Channel Estimator in Iterative Receiver for MIMO-OFDM

机译:MIMO-OFDM迭代接收机中检测器,解码器和信道估计器的激活顺序

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An iterative receiver for a multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM) system is considered to jointly decode the transmitted bits and estimate the channel state. The receiver consists of the a posteriori probability (APP) algorithm, the repeat-accumulate (RA) decoder, and the least-squares (LS) channel estimator. An obvious problem, with more than two blocks in an iterative receiver, is to find the optimal activation schedule of the different blocks. This paper proposes to use extrinsic information transfer (EXIT) charts to characterize the behavior of the receiver blocks and find out the optimal activation schedule for them. An analytical expression of the EXIT function is derived for the LS channel estimator. An algorithm is proposed to generate the EXIT function of the APP algorithm as a function of channel estimate mutual information (MI). Surface fitting is used to get closed form expressions for the EXIT functions of the APP algorithm and the RA decoder. A trellis search based algorithm is shown to find the convergence with the lowest possible complexity using the EXIT charts. With the proposed concept, the activation scheduling can be adapted to prevailing channel circumstances and unnecessary iterations will be avoided.
机译:多输入多输出(MIMO)正交频分复用(OFDM)系统的迭代接收器被认为可以联合解码所传输的比特并估计信道状态。接收器由后验概率(APP)算法,重复累加(RA)解码器和最小二乘(LS)信道估计器组成。一个明显的问题是,在迭代接收器中有两个以上的块,这是找到不同块的最佳激活时间表。本文建议使用外部信息传输(EXIT)图来表征接收器块的行为,并找出它们的最佳激活时间表。为LS信道估计器导出EXIT函数的解析表达式。提出了一种算法来生成APP算法的EXIT函数,该函数是信道估计互信息(MI)的函数。表面拟合用于获取APP算法和RA解码器的EXIT函数的闭式表达式。显示了一种基于网格搜索的算法,可以使用EXIT图表以最低的复杂度查找收敛。利用所提出的概念,激活调度可以适合于主要的信道情况,并且将避免不必要的迭代。

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