A NEW APPROACH FOR ERROR CORRECTION DECODING BASED ON THE BP ALGORITHM IN LTE AND WIMAX SYSTEMS

Ewit
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Abstract

Abstract—Many wireless communication systems such as IS-54, enhanced data rates for the GSM evolution (EDGE), worldwide interoperability for microwave access (WiMAX) and long term evolution (LTE) have adopted low-density parity check (LDPC), tail-biting Convolutional, and turbo codes as the forward error correcting codes (FEC) scheme for data and overhead channels. Therefore, many efficient algorithms have been proposed for decoding these codes. However, the different decoding approaches for these two families of codes usually lead to different hardware architectures. Since these codes work side by side in these new wireless systems, it is a good idea to introduce a universal decoder to handle these two families of codes. The present work exploits the parity-check matrix (H) representation of tail biting Convolution and turbo codes, thus enabling decoding via a unified belief propagation (BP) algorithm. Indeed, the BP algorithm provides a highly effective general methodology for devising low-complexity iterative decoding algorithms for all Convolution code classes as well as turbo codes. While a small performance loss is observed when decoding turbo codes with BP instead of MAP, this is offset by the lower complexity of the BP algorithm and the inherent advantage of a unified decoding architecture.
lte和wimax系统中基于bp算法的纠错译码新方法
许多无线通信系统,如IS-54、增强数据速率的GSM演进(EDGE)、微波接入的全球互操作性(WiMAX)和长期演进(LTE)等,都采用低密度奇偶校验(LDPC)、卷尾码和turbo码作为数据和间接信道的前向纠错码(FEC)方案。因此,人们提出了许多有效的算法来解码这些代码。然而,这两类代码的不同解码方法通常会导致不同的硬件架构。由于这些代码在这些新的无线系统中并行工作,因此引入一个通用解码器来处理这两个代码族是一个好主意。本研究利用咬尾卷积和turbo码的奇偶校验矩阵(H)表示,从而通过统一的信念传播(BP)算法实现解码。事实上,BP算法为设计所有卷积码类和turbo码的低复杂度迭代解码算法提供了一种高效的通用方法。虽然使用BP而不是MAP解码turbo码时观察到较小的性能损失,但这被BP算法较低的复杂性和统一解码架构的固有优势所抵消。
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