@inproceedings{5e0edea2138c4eb9b82ca116810bc253,
title = "Mechanism for preventing premature convergence in robot localization",
abstract = "In this paper, we propose a new approach to solve the premature convergence problem in Monte Carlo Localization for global localization, entitled {"}a mechanism for preventing premature convergence{"}. The algorithm uses a referenced relative vector to rearrange weight for each sample, allowing better exploration of a symmetrical environment, resulting in preventing premature convergence problem to converge particles successfully. Simulations have confirmed that the proposed approach can offer notable improvement in the localization performance.",
keywords = "Global Localization, Mobile Robot, Monte Carlo Localization, Premature Convergence",
author = "Chien, \{Chiang Heng\} and Hsu, \{Chen Chien\} and Wang, \{Wei Yen\} and Kao, \{Wen Chung\}",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 5th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2015 ; Conference date: 06-09-2015 Through 09-09-2015",
year = "2016",
month = jan,
day = "25",
doi = "10.1109/ICCE-Berlin.2015.7391305",
language = "English",
series = "5th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2015",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "445--446",
editor = "Flores-Arias, \{Jose Maria\} and Stefan Mozar and Dietmar Hepper and Bjelica, \{Milan Z.\} and Cycon, \{Hans L.\}",
booktitle = "5th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2015",
}