Title :
An automatic position measurement approach for cylindrical objects
Author :
Lin, Hsien-I ; Hsueh, Yin-Chen
Author_Institution :
Grad. Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
Laser range finder (LRF) is commonly utilized in a position measurement system to measure the locations of objects in an environment. Conventional approaches employ a laser range finder and a reference marker placed at the location of the object to measure the distance between them. The drawbacks of these methods are cost-ineffectiveness and labor consumption. Since cylindrical objects are commonly seen in our living environment, we propose an approach using a mobile robot equipped with a laser range finder to automatically measure the coordinates of cylindrical objects to save the labor. In our method, the near-optimal solution is obtained using the proposed adaptive distance method (ADM) and an extended Kalman filter (EKF). We validated the proposed method in the computer simulations on a Pioneer 3-DX robot.
Keywords :
distance measurement; position measurement; adaptive distance method; automatic position measurement; cylindrical objects; extended Kalman filter; laser range finder; mobile robot; position measurement system; Lasers; Mobile robots; Position measurement; Predictive models; Robot localization; Laser range finder; adaptive distance method; cylindrical object; extended Kalman filter; mobile robot; position measurement system;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location :
Taipei
Print_ISBN :
978-1-61284-698-9
DOI :
10.1109/WCICA.2011.5970673