학술논문

Experimental research on UWB channel and DF algorithm based on EKF
Document Type
Conference
Source
2021 CIE International Conference on Radar (Radar) Radar (Radar), 2021 CIE International Conference on. :2091-2094 Dec, 2021
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Computing and Processing
Fields, Waves and Electromagnetics
Geoscience
Robotics and Control Systems
Signal Processing and Analysis
Degradation
Correlation
Radar
Distance measurement
UWB
INS
DF
Error Distribution
NLOS
EKF
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.