Harris hawks optimization algorithm and BP neural network for ultra-wideband indoor positioning

Traditional back propagation neural networks (BPNNs) for ultrawideband (UWB) indoor localization can effectively improve localization accuracy, although there is high likelihood of becoming trapped in nearby minima. To solve this problem, the random weights and thresholds of the BPNN are optimized u...

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Bibliographic Details
Main Authors: Xiaohao Chen, Maosheng Fu, Zhengyu Liu, Chaochuan Jia, Yu Liu
Format: Article
Language:English
Published: AIMS Press 2022-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2022423?viewType=HTML