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Performance and Complexity Evaluation of Iterative Receiver for Coded MIMO-OFDM Systems

机译:编码MIMO-OFDM系统中迭代接收机的性能和复杂性评估

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摘要

Multiple-input multiple-output (MIMO) technology in combination with channel coding technique is a promising solution for reliable high data rate transmission in future wireless communication systems. However, these technologies pose significant challenges for the design of an iterative receiver. In this paper, an efficient receiver combining soft-input soft-output (SISO) detection based on low-complexity K-Best (LC-K-Best) decoder with various forward error correction codes, namely, LTE turbo decoder and LDPC decoder, is investigated. We first investigate the convergence behaviors of the iterative MIMO receivers to determine the required inner and outer iterations. Consequently, the performance of LC-K-Best based receiver is evaluated in various LTE channel environments and compared with other MIMO detection schemes. Moreover, the computational complexity of the iterative receiver with different channel coding techniques is evaluated and compared with different modulation orders and coding rates. Simulation results show that LC-K-Best based receiver achieves satisfactory performance-complexity trade-offs.
机译:结合信道编码技术的多输入多输出(MIMO)技术是在未来的无线通信系统中实现可靠的高数据速率传输的有前途的解决方案。但是,这些技术对迭代接收器的设计提出了重大挑战。本文提出了一种有效的接收器,它将基于低复杂度K-Best(LC-K-Best)解码器的软输入软输出(SISO)检测与各种前向纠错码相结合,即LTE Turbo解码器和LDPC解码器,被调查。我们首先研究迭代MIMO接收机的收敛行为,以确定所需的内部和外部迭代。因此,在各种LTE信道环境中评估了基于LC-K-Best的接收机的性能,并将其与其他MIMO检测方案进行了比较。此外,评估了具有不同信道编码技术的迭代接收机的计算复杂度,并将其与不同的调制阶数和编码率进行了比较。仿真结果表明,基于LC-K-Best的接收机实现了令人满意的性能复杂度折衷。

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  • 来源
    《Mobile Information Systems》 |2016年第1期|7642590.1-7642590.22|共22页
  • 作者单位

    INSA, IETR, CNRS UMR 6164, F-35708 Rennes, France;

    INSA, IETR, CNRS UMR 6164, F-35708 Rennes, France;

    INSA, IETR, CNRS UMR 6164, F-35708 Rennes, France;

    Beijing Jiaotong Univ, Beijing Key Lab Transportat Data Anal & Min, Beijing 100044, Peoples R China;

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