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New Computational Complexity Reducing IDD Scheme Designed with Optimum Parameters

机译:最优参数设计的新型降低计算复杂度的IDD方案

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摘要

An Iterative Detection and Decoding (IDD) scheme in a high-order Multiple-Input Multiple-Output (MIMO) wireless communication system requires a heavy computational complexity for an outstanding Bit Error Rate (BER) performance in a given Signal-to-Noise Ratio (SNR) environment. A new computational complexity reducing IDD scheme designed with optimum parameters is proposed in this paper to guarantee Quality of Service (QoS) without the loss of BER performance. There are three parameters to control the trade-off between computational complexity and BER performance of an IDD scheme: a candidate list size of Dynamic List Sphere Detector (D-LSD), a number of intra-iteration of Turbo decoder, and a number of IDD iteration. A complexity reduction of about 70 % is demonstrated in this study, when the target BER is around 1.0x10^{(-4)} at E_{b}/N_{0}=7dB in the case of a 4 x 4 MIMO system with 16-ary Quadrature Amplitude Modulation (QAM).
机译:在给定的信噪比下,高阶多输入多输出(MIMO)无线通信系统中的迭代检测和解码(IDD)方案需要大量的计算复杂性才能实现出色的误码率(BER)性能(SNR)环境。提出了一种采用最优参数设计的降低IDD的计算复杂度的新方案,以保证服务质量(QoS)而不损失BER性能。有3个参数可控制IDD方案的计算复杂度和BER性能之间的折衷:动态列表球面检测器(D-LSD)的候选列表大小,Turbo解码器的多次迭代内迭代和多个IDD迭代。在4 x 4 MIMO系统的情况下,当目标BER在E_ {b} / N_ {0} = 7dB时,目标BER约为1.0x10 ^ {(-4)}时,本研究证明了约70%的复杂度降低带有16进制正交幅度调制(QAM)。

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