在频域实际干涉对准的误码率增强

A. Kühne, Adrian Loch, Thomas Nitsche, J. Widmer, M. Hollick, A. Klein
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引用次数: 0

摘要

Cadambe和Jafar提出的具有符号扩展的K用户干扰对准方案在理论上实现了高信噪比的K/2自由度。然而,较低的信噪比范围出现在许多实际场景中。因此,需要进一步改进卡丹姆-贾法尔方案,以便在更现实的环境中实现干涉对准。在这项工作中,我们提出了一种新的预编码矢量优化方法,该方法在接收机上使用零强迫来提高误码率(BER)。此外,我们将我们的方法与现有的干扰对准性能增强技术进行比较和结合,如正交规格化预编码矩阵或在接收器上使用点阵解码而不是零强迫。最后,我们在一个软件定义的无线电平台上实现了具有频域符号扩展的干扰对准以及所提出的误码率增强技术,以验证我们的方法。仿真结果和试验台测量结果都表明,与原始干涉对准机制相比,不同M-QAM方案的误码率有显著提高。此外,我们基于零强迫的预编码优化方案在实际系统中优于晶格解码,因为它对现实世界的影响敏感度较低。
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BER enhancements for practical interference alignment in the frequency domain
The K user interference alignment scheme with symbol extensions proposed by Cadambe and Jafar achieves K/2 degree of freedom in theory for high signal-to-noise ratios (SNRs). However, lower SNR ranges appear in many practical scenarios. Thus, further improvements of the Cadambe-Jafar scheme are demanded to enable interference alignment in more realistic settings. In this work, we propose a new precoding vector optimization that improves bit error rates (BER) using zero-forcing at the receivers. Furthermore, we compare and combine our approach with existing performance enhancement techniques for interference alignment such as orthonormalizing the precoding matrices or using lattice decoding instead of zero-forcing at the receiver. Finally, we implement interference alignment with symbol extension in the frequency domain along with the presented BER enhancement techniques on a software defined radio platform to validate our approaches. Both simulation results and testbed measurements show significant BER improvements for different M-QAM schemes compared to the original interference alignment mechanism. Moreover, our precoding optimization scheme based on zero-forcing outperforms lattice decoding in practical systems due to its lower sensitivity to real-world effects.
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