Improved Dynamic Optimization of PSPF-Based Sources Estimation in Local Multi-Modal Radiation Field

This paper presents a novel Gaussian Processes - Peak Suppression Particle Filter (GP-PSPF) method with adaptive weighting corrections, so as to identify sources in the multi-modal radiation field under some tough conditions, e.g. spatially sparse measurements and sources with large strength differe...

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Bibliografiske detaljer

Principais autores:	Weidong Wang, Wenrui Gao, Hongbiao Zhu, Dongmei Wu, Guofu Huang, Zhijiang Du
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2019-01-01
Serier:	IEEE Access
Fag:	Multiple sources localization particle filter multi-modal radiation field dynamic weighting correction Gaussian processes
Online adgang:	https://ieeexplore.ieee.org/document/8879473/
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