High resolution time of arrival estimation algorithm for B5G indoor positioning

被引:2
|
作者
Gu, Henghao
Zhao, Kun [1 ]
Yu, Chao
Zheng, Zhengqi
机构
[1] East China Normal Univ, Shanghai Key Lab Multidimens Informat Proc, Shanghai 200241, Peoples R China
基金
中国国家自然科学基金;
关键词
Time of arrival; B5G; Indoor positioning; Sounding Reference Signal; Generalized Cross-Correlation; NETWORKS; DELAY;
D O I
10.1016/j.phycom.2021.101494
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In beyond 5G (B5G) indoor positioning time of arrival (TOA) positioning method is an important one. Base stations measure reference signals sent by terminals to calculate the TOA. The accuracy of position calculation is highly dependent on the TOA estimation resolution. This paper proposes a high resolution TOA estimation algorithm based on Sounding Reference Signal (SRS) of 5G communication system. The algorithm achieves high resolution estimation by two steps. The Least Mean Square (LMS) adaptive filtering method is used as the first step to obtain the integer part of TOA, which is a coarse estimation of TOA. In the second step, we use weighted Generalized Cross-Correlation (GCC) algorithm to obtain the fractional part of TOA in frequency domain to get a more precise TOA estimation. Moreover, the stability of the estimated results is improved by the threshold value setting. The proposed algorithm is simulated in both Additive White Gaussian Noise (AWGN) and Rayleigh fading channels. The simulation results show that the TOA error achieves 0.56 m in AWGN and 0.96 m in Rayleigh fading channels for 80% of test samples respectively. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:9
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