학술논문

Mobile robot navigation using sensor fusion
Document Type
Conference
Source
2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422) Robotics and automation Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on. 1:458-463 vol.1 2003
Subject
Robotics and Control Systems
Computing and Processing
Signal Processing and Analysis
Mobile robots
Navigation
Sensor fusion
Robot control
Optimal control
Robot sensing systems
Wheels
Control systems
Newton method
Open loop systems
Language
ISSN
1050-4729
Abstract
This paper considers the localization and navigation of a mobile robot. The control strategy is based on a nonlinear model predictive control technique that utilizes the Newton method. The robot localization is obtained using information from odometric and ultrasonic sensors through a Kalman filter. Simulation and experimental results illustrate the efficacy of the proposed method.