PRECISE POSITIONING METHOD OF UWB IN SIGNAL JAMMING

被引：0

作者：

Li Jun ^{[1
]}

Zhang Ruizhi ^{[1
]}

Shen Xiaofeng ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Sch Informat & Commun, Chengdu 611731, Peoples R China

来源：

2022 19TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP) | 2022年

关键词：

UWB; Jamming direction judgment; Measured distance correction; Convex optimization;

D O I：

10.1109/ICCWAMTIP56608.2022.10016557

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Ultra Wide Band (UWB) is a pulsed wireless communication technology. In this paper, an accurate UWB localization method in signal jamming based on time of flight (TOF) is proposed. First, we introduce the K-nearest neighbors (KNN) to classify the jammed signal data. Secondly, a deep neural network is trained by the jammed signal data to establish the mapping between the anchor and the target, and the linear correction is applied to the disturbed measurement values. Finally, the model is built based on the spatial location relationship between the anchor and the target, and is solved by convex optimization. Simulation results show that the method proposed in this paper is effective, which can improve the UWB positioning accuracy in the jamming environment.

引用

页数：4

共 11 条

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