tailieunhanh - Feedback Control for a Path Following Robotic CarPatricia Mellodge

Tham khảo sách 'feedback control for a path following robotic carpatricia mellodge', kỹ thuật - công nghệ, tự động hoá phục vụ nhu cầu học tập, nghiên cứu và làm việc hiệu quả | Feedback Control for a Path Following Robotic Car Patricia Mellodge Thesis submitted to the Faculty of the Virginia Polytechnic Institute and State University in partial fulfillment of the requirements for the degree of Master of Science in Electrical Engineering Dr. Pushkin Kachroo Chair Dr. A Lynn Abbott Dr. Hugh VanLandingham April 2 2002 Blacksburg Virginia Keywords autonomous vehicle intelligent transportation system lateral control nonholonomic path following curvature estimation Copyright 2002 Patricia Mellodge Feedback Control for a Path Following Robotic Car Patricia Mellodge ABSTRACT This thesis describes the current state of development of the Flexible Low-cost Automated Scaled Highway FLASH laboratory at the Virginia Tech Transportation Institute VTTI . The FLASH lab and the scale model cars contained therein provide a testbed for the small scale development stage of intelligent transportation systems ITS . In addition the FLASH lab serves as a home to the prototype display being developed for an educational museum exhibit. This thesis also gives details of the path following lateral controller implemented on the FLASH car. The controller was developed using the kinematic model for a wheeled robot. The global kinematic model was derived using the nonholonomic contraints of the system. This global model is converted into the path coordinate model so that only local variables are needed. Then the path coordinate model is converted into chained form and a controller is given to perform path following. The path coordinate model introduces a new parameter to the system the curvature of the path. Thus it is necessary to provide the path s curvature value to the controller. Because of the environment in which the car is operating the curvature values are known a priori. Several online methods for determining the curvature are developed. A MATLAB simulation environment was created with which to test the above algorithms. The simulation uses the kinematic model