학술논문
Experimental research on UWB channel and DF algorithm based on EKF
Document Type
Conference
Author
Source
2021 CIE International Conference on Radar (Radar) Radar (Radar), 2021 CIE International Conference on. :2091-2094 Dec, 2021
Subject
Language
ISSN
2640-7736
Abstract
This paper carried out a series of experiments in both the LOS and NLOS scenes, which was based on an unmanned mobile platform, UWB and INS. Throughout experiments, this paper analyzes the ranging error from UWB, verifying that it obeys rice distribution in LOS and lognormal distribution in NLOS respectively; By using TOA combined with GN algorithm, the impact of the number of NLOS links on the positioning error is summarized; Taking the correlation between Links into consideration, their degradation processes was studied; To the end, this paper proposes a DF algorithm based on EKF, whose the positioning error of RMSE is proved to be lower than traditional algorithm.