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A time-of-arrival estimation algorithm for OFDM signals in indoor multipath environments

机译:室内多径环境下OFDM信号的到达时间估计算法

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Time-of-arrival (TOA) estimation of OFDM signals in multipath channels is challenging, especially when the signal bandwidth is limited, such as is the case of WIFI. In this paper, a novel low complexity TOA estimation algorithm is developed for OFDM signals that is robust to various multipath environments. We approximate the received signal as Gaussian with an autocorrelation that can be predetermined by the environment characteristics, and then derive the Maximum Likelihood estimator with an efficient implementation algorithm. The estimator performance was tested with a measurement system that was developed based on off-the-shelf WIFI 802.11g routers. The measurement system enabled the evaluation of the estimator performance in real-life indoor environments, and with real-life OFDM transmitter and receiver imperfections. The results show that the novel TOA estimator outperforms other known reference methods over various indoor environments.
机译:多径信道中OFDM信号的到达时间(TOA)估计非常具有挑战性,尤其是在信号带宽有限的情况下(例如WIFI情况)。在本文中,针对OFDM信号开发了一种新颖的低复杂度TOA估计算法,该算法对各种多径环境均具有鲁棒性。我们通过环境特征可以预先确定的自相关将接收到的信号近似为高斯,然后利用有效的实现算法得出最大似然估计器。估算器性能已通过基于现成的WIFI 802.11g路由器开发的测量系统进行了测试。该测量系统能够评估现实室内环境中的估计器性能,并具有现实的OFDM发送器和接收器缺陷。结果表明,在各种室内环境下,新颖的TOA估计器均优于其他已知参考方法。

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  • 来源
    《Signal processing》 |2020年第4期|107375.1-107375.16|共16页
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    School of Electrical Engineering Tel Aviv University Tel Aviv 69978 Israel;

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