Title :
Algorithms and sensors for small robot path following
Author :
Hogg, Robert W. ; Rankin, Arturo L. ; Roumeliotis, Stergios I. ; McHenry, Michael C. ; Helmick, Daniel M. ; Bergh, Charles F. ; Matthies, Larry
Author_Institution :
Jet Propulsion Lab., California Inst. of Technol., Pasadena, CA, USA
Abstract :
Tracked mobile robots in the 20 kg size class are under development for applications in urban reconnaissance. For efficient deployment, it is desirable for teams of robots to be able to automatically execute path following behaviors, with one or more followers tracking the path taken by a leader. The key challenges to enabling such a capability are (1) to develop sensor packages for such small robots that can accurately determine the path of the leader and (2) to develop path following algorithms for the subsequent robots. To date, we have integrated gyros, accelerometers, compass/inclinometers, odometry, and differential GPS into an effective sensing package. The paper describes the sensor package, sensor processing algorithm and path tracking algorithm we have developed for the leader/follower problem in small robots and shows the results of performance characterization of the system. We also document pragmatic lessons learned about design, construction, and electromagnetic interference issues particular to the performance of state sensors on small robots.
Keywords :
Global Positioning System; Kalman filters; distance measurement; mobile robots; path planning; robot kinematics; state estimation; three-term control; 20 kg; accelerometers; compass; differential GPS; electromagnetic interference; gyros; inclinometers; leader/follower problem; odometry; sensor packages; small robot path following; state sensors; tracked mobile robots; urban reconnaissance; Accelerometers; Electromagnetic interference; Global Positioning System; Mobile robots; Packaging; Reconnaissance; Robot sensing systems; Robotics and automation; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
Print_ISBN :
0-7803-7272-7
DOI :
10.1109/ROBOT.2002.1014321