relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/1724/
title: Design and simulation of a novel indoor mobile robot localization method using a light-emitting diode positioning system
creator: Nguyen, Ngoc Tan
creator: Suebsomran, Anan
creator: Sripimanwat, Keattisak
creator: Nguyen, Nam Hoang
subject: Communications
subject: Electronics and Communications
description: A key problem of mobile robots is that of the positioning capability in order to detect their locations in the operating environment. A promising technology used in indoor localization recently is Visible Light Communication (VLC). In this paper, an integrated Angle of Arrival-Received Signal Strength (AOA-RSS) localization method using the VLC, which could get high accuracy with simple hardware, is proposed. In addition, the Extended Kalman Filter (EKF) and Particle Filter (PF) algorithms are combined with the proposed AOA-RSS localization method in order to achieve higher accuracy of the mobile robot positioning. By computer simulation, the performance of the proposed AOA-RSS localization method combined with the EKF and PF algorithms are compared. The combination scheme outperforms the individual VLC localization with small error approximation of a few centimetres.
publisher: SAGE Journal
date: 2015
type: Article
type: PeerReviewed
format: application/pdf
language: en
identifier: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/1724/1/tim.sagepub.com_content_early_2015_06_19_0142331215590470.pdf
identifier:   Nguyen, Ngoc Tan and Suebsomran, Anan and Sripimanwat, Keattisak and Nguyen, Nam Hoang  (2015) Design and simulation of a novel indoor mobile robot localization method using a light-emitting diode positioning system.  Transactions of the Institute of Measurement and Control .   0142331215590470.  ISSN 1477-0369