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AN MMSE INTERFERENCE ESTIMATOR FOR TURBO BLAST SYSTEMS

机译:涡轮爆破系统的MMSE干扰估计器

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摘要

Turbo BLAST(Bell LAb's Layered Space Time) detection and decoding has demonstrated promising performance for coded BLAST systems. In Turbo BLAST system, an iterative interference cancellation and decoding approach is adopted to simplify processing. The interference is estimated using the extrinsic information from the decoder, which we refer as extrinsic estimator. In this paper, we propose an optimal Minimum Mean Square Error (MMSE) interference estimator for Turbo BLAST system. We show that the mean square error of interference estimation is improved using the proposed estimator. As a result, for QPSK system, the Turbo BLAST system using the MMSE estimator achieves superior performance compared to extrinsic estimator at low and medium SNR regions. At high SNR's, performance of both systems converges to the performance lower bound. For Turbo BLAST system with 16QAM modulation, using the extrinsic estimator leads to divergence of the bit error rate (BER) performance, while using the proposed estimator, the BER still converges to the lower bound.
机译:Turbo BLAST(贝尔LAb的分层时空)检测和解码已证明对编码BLAST系统具有良好的性能。在Turbo BLAST系统中,采用迭代干扰消除和解码方法来简化处理。使用来自解码器的外部信息来估计干扰,我们将其称为外部估计器。在本文中,我们为Turbo BLAST系统提出了一种最佳的最小均方误差(MMSE)干扰估计器。我们表明,使用所提出的估计器可以改善干扰估计的均方误差。结果,对于QPSK系统,在低和中SNR区域,使用MMSE估计器的Turbo BLAST系统与非本征估计器相比,具有出色的性能。在高SNR时,两个系统的性能都收敛到性能下限。对于具有16QAM调制的Turbo BLAST系统,使用外部估计会导致误码率(BER)性能出现差异,而使用建议的估计器,BER仍会收敛到下限。

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