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Joint Twofold-Iterative Channel Estimation and Multiuser Detection for MIMO-OFDM Systems

机译:MIMO-OFDM系统的联合迭代迭代信道估计和多用户检测

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摘要

This paper presents an iterative receiver for Multiple-Input Multiple-Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) systems over time-variant wireless channels. The receiver performs joint decoding, channel estimation, and multiuser detection, with soft information iteratively provided by the single-user decoders. Time-variance is effectively taken into account exploiting the properties of the Discrete Prolate Spheroidal (DPS) sequences, being the bandlimited sequences with maximum energy concentration in time. Turbo codes are used for each transmit antenna, thus the receiver presents an iterative structure also in the single-user case. Simulation results for the performance are presented in terms of Bit Error Rate (BER) and Normalized Mean Square Error (NMSE) vs Signalto- Noise Ratio (SNR). The effects of the number of external and internal iterations as well as the number of pilots on the performance of the system are investigated.
机译:本文提出了一种在时变无线信道上用于多输入多输出(MIMO)正交频分复用(OFDM)系统的迭代接收器。接收机执行联合解码,信道估计和多用户检测,并由单用户解码器迭代提供软信息。利用离散质球体(DPS)序列的属性有效地考虑了时变,DPS序列是在时间上具有最大能量集中的带限序列。 Turbo码用于每个发射天线,因此,在单用户情况下,接收器也呈现出迭代结构。针对性能的仿真结果以误码率(BER)和归一化均方误差(NMSE)与信噪比(SNR)的关系表示。研究了外部和内部迭代次数以及试点次数对系统性能的影响。

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