Soft iterative channel estimator for BICM-ID-SSD over time-varying flat fading channels

Z. Andalibi, Ha H. Nguyen, J. Salt
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引用次数: 1

Abstract

This paper proposes an iterative estimator for bit interleaved coded modulation (BICM) with an iterative soft-input soft-output (SISO) receiver over time-varying flat fading channels. More specifically, the system implements signal space diversity (SSD) where the QAM symbols are rotated. The use of an iterative Kalman filter shows good results using superimposed training sequence and Gauss-Markov channel model for fast tracking of the channel variation. The proposed soft iterative estimator uses the soft extrinsic information from the decoder as well as the superimposed training sequence to update the channel coefficients for data detection. To analyze the results, an analytical bound for the asymptotic bit error rate (BER) for BICM-ID-SSD over correlated fading channels is computed with perfect channel state information (CSI).
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时变平坦衰落信道下BICM-ID-SSD的软迭代信道估计
针对时变平坦衰落信道,提出了一种基于迭代软输入软输出(SISO)接收机的比特交织编码调制(BICM)迭代估计器。更具体地说,系统实现了信号空间分集(SSD),其中QAM符号被旋转。利用叠加训练序列和高斯-马尔可夫信道模型对信道变化进行快速跟踪,采用迭代卡尔曼滤波取得了良好的效果。提出的软迭代估计器利用来自解码器的软外部信息以及叠加的训练序列来更新信道系数以进行数据检测。为了分析结果,在完全信道状态信息(CSI)条件下,计算了BICM-ID-SSD在相关衰落信道上的渐近误码率(BER)的解析界。
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