Real Time Noise Power Estimation for Single Carrier Frequency Domain Equalization

Qinyuan Zhao, Xiangyuan Bu, Zhenyi Song, Jinhui Fang, Shuai Wang
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Abstract

Wireless broadband high-speed data transmission technology is one of the key technologies used to realize mutual communication between various unmanned vehicles, unmanned ships and unmanned aerial vehicles in the future civil and military fields. Since data transfer rate is continuously increasing and the multipath effect of the near-earth channel brings frequency selective fading, the receiver usually uses an adaptive equalizer to eliminate inter-symbol interference (ISI). Instead of the time-domain-equalization methods commonly used in current engineering implementations, in this article, we use the frequency-domain MMSE equalization algorithm to give a realtime accurate estimation method for the “noise power” coefficient in the equalizer parameters during engineering implementation. In this article, we will explain the system design and demodulation methods required for real-time noise estimation based on frequency-domain MMSE equalization, and discuss the performance advantages over time domain equalization without increasing the complexity of the algorithm. It is demonstrated that it can be better applied to high-speed data communication under multipath fading channels. The algorithm is verified through computer simulation and field measurement.
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单载波频域均衡的实时噪声功率估计
无线宽带高速数据传输技术是未来民用和军事领域实现各种无人车、无人船、无人机之间相互通信的关键技术之一。由于数据传输速率的不断提高和近地信道的多径效应带来的频率选择性衰落,接收机通常采用自适应均衡器来消除码间干扰。与目前工程实现中常用的时域均衡方法不同,本文采用频域MMSE均衡算法,给出了工程实现过程中均衡器参数中“噪声功率”系数的实时准确估计方法。在本文中,我们将解释基于频域MMSE均衡的实时噪声估计所需的系统设计和解调方法,并讨论在不增加算法复杂性的情况下优于时域均衡的性能优势。实验证明,该方法能较好地应用于多径衰落信道下的高速数据通信。通过计算机仿真和现场实测验证了该算法的有效性。
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