Title :
Fault detection approach for a 4 - wheel skid steering mobile robot
Author_Institution :
Dept. of Inf. & Comput. Technol., Technol. Educ. Inst. (T. E. I.) of Lamia, Lamia, Greece
Abstract :
In this paper we develop and we propose a method to detect faults in a four wheel skid steering mobile robot (SSMR). The basic idea behind the method is to use odometry in order to estimate robot parameters. For this purpose we develop kinematic model of the mobile robot that can be used to estimate odometry parameters. These parameters are the radius of right and left wheels RR and RL respectively. Faults are detected using residuals generated from differences between sensors measurements and estimated values. The advantage of the proposed method is that does not need additional sensors and only position encoders are used. Pioneer 3-AT was used as a robotic platform.
Keywords :
distance measurement; fault diagnosis; mobile robots; robot kinematics; steering systems; 4-wheel skid steering mobile robot; Pioneer 3-AT; SSMR; fault detection approach; four-wheel skid steering mobile robot; kinematic model; odometry; odometry parameter estimation; position encoders; robot parameter estimation; robotic platform; sensor measurement; value estimation; wheel radius; Conferences; Fault detection; Fault diagnosis; Mobile robots; Sensors; Wheels; Fault detection; mobile robot;
Conference_Titel :
Industrial Technology (ICIT), 2013 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4673-4567-5
Electronic_ISBN :
978-1-4673-4568-2
DOI :
10.1109/ICIT.2013.6505649