Robot self-configuration using a physical test harness

Robot control software packages require a configuration step prior to use. The configuration requires that robot parameters such as the dimensions of the robot, the radius of its wheels, and the location of sensors in body coordinates be provided to the system. Typically, this is accomplished through manual measurement. This thesis describes a method for automating the configuration of essential robot parameters - specifically the size of the wheel radii, the dimensions of the chassis, and the location of the wheelbase with respect to the body frame and compares the results of a preliminary configuration system for the CARMEN robot navigation toolkit to the parameters determined via user measurement. The method is able to estimate the parameters of morphologically analogous robots, for which the shape and sensor types are given, through the use of a physical test harness. The targeted family of robots consists of rectangular, two-wheeled, differential drive robots that are equipped with quadrature phase encoders and current-sensing capabilities. Parameters are discovered by placing the robot in a known physical environment and moving it throughout the enclosed area, performing experiments from which each of the parameters can be calculated. The resulting self-configured parameters are then compared quantitatively to user-measured parameters through several methods including a complete system comparison using the University of Michigan Benchmark (UMBmark) as the standard for comparison. The results demonstrate that while the self-configured parameters do not match user-measured values perfectly, the proposed method remains an adequate technique for automating the configuration of microbot-class robots for use with robotics toolkits.

Department dc:contributor.department

Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science.

Grantor dc:publisher

Massachusetts Institute of Technology

Year dc:date.issued

2008

Author dc:creator

• Castro, Javier Alejandro

Advisor dc:contributor.advisor

• Seth Teller.

• Electrical Engineering and Computer Science.

Statement dc:rights

• M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.

Licence dc:rights.uri

• http://dspace.mit.edu/handle/1721.1/7582

Language dc:language.iso

eng

Handle dc:identifier.uri

http://hdl.handle.net/1721.1/46008

OAI identifier oai:identifier

oai:dspace.mit.edu:1721.1/46008