Title :
The loosely coupled integration system using a Pseudolite Ultrasonic System and a Dead-reckoning for the autonomous mobile robots localization
Author :
Kim, Su Yong ; Yoon, Kang Sup ; Lee, Dong Hwal ; Lee, Man Hyung
Author_Institution :
Dept. of Mech. & Intell. Syst. Eng., Pusan Nat. Univ., Busan, South Korea
Abstract :
In this paper, a loosely coupled integration system is proposed for improving the positioning performance of a mobile robot by fusing the Pseudolite Ultrasonic System (PUS), which is an absolute position measurement system using direct ultrasonic wave, with the odometer of Dead-Reckoning (DR). The PUS and the DR calculate position independently and a Kalman filter estimates the position using position information from the PUS and the DR. To estimate the position of the mobile robot accurately in case the LOS (line-of-sight) between ultrasonic transmitter and receiver is blocked due to obstacles, a positioning failure detection algorithm is proposed. The positioning performances of the proposed loosely coupled integrated system are verified and evaluated by experiments. The experimental results show that the position of mobile robot is estimated accurately by the proposed algorithm.
Keywords :
Kalman filters; mobile robots; position control; position measurement; ultrasonic transducers; ultrasonic waves; Kalman filter; autonomous mobile robots localization; dead reckoning odometer; direct ultrasonic wave; loosely coupled integration system; position measurement system; pseudolite ultrasonic system; Acoustics; Detection algorithms; Kalman filters; Mobile robots; Position measurement; Receivers; Transmitters; Dead-Reckoning (DR); Localization; Loosely coupled integrated systems; Mobile robot; Positioning failure detection algorithm; Pseudolite Ultrasonic System (PUS);
Conference_Titel :
Control Automation and Systems (ICCAS), 2010 International Conference on
Conference_Location :
Gyeonggi-do
Print_ISBN :
978-1-4244-7453-0
Electronic_ISBN :
978-89-93215-02-1