Position estimation of a mobile robot by PSO algorithm using a laser range finder

Autor: Yen-Ching Chang, Li-Chun Lai, Tsong-Li Lee, Chun-Feng Lu
Rok vydání: 2011
Předmět:
Zdroj: 2011 International Conference on Consumer Electronics, Communications and Networks (CECNet).
DOI: 10.1109/cecnet.2011.5769103
Popis: This paper shows that a laser range finder and four artificial reflectors can be used to determine the position of a mobile robot in a three-dimensional (3D) working space provided that the four reflectors are not installed in the same plane. Moreover, a particle swarm optimization (PSO) algorithm is used to filter possible measuring errors. To show the feasibility and accuracy of the proposed method, experimental results are included for illustration.
Databáze: OpenAIRE