SLAM and path planning of mobile robot in ROS framework
10.7687/J.ISSN1003-8868.2017.02.109
- VernacularTitle:移动机器人SLAM与路径规划在ROS框架下的实现
- Author:
Zhuo CHEN
;
Weihua SU
;
Weining AN
;
Xiaoli QIN
- Keywords:
mobile robot;
SLAM;
path planning;
ROS;
algorithm implementation
- From:
Chinese Medical Equipment Journal
2017;38(2):109-113
- CountryChina
- Language:Chinese
-
Abstract:
Objective To realize SLAM and path planning of mobile robot to solve the problem of real-time data association in the process of moving and to update the computational complexity of the state covariance matrix.Methods The mathematical model of SLAM was built,and FastSlam algorithm based on particle filter,A* and dynamic window approach (DWA) were used to prepare gmapping function package in the ROS framework.Results The motion simulation,path planning and dynamic obstacle avoidance of mobile robot in the ROS framework were realized.Conclusion By using ROS platform,mobile robots can execute path planning efficiently while completing self-localization and map building.
