An Obstacle Avoidance Algorithm For Mobile Robot: The Improved Weighted Safety Vector Field Method

نویسندگان

  • Y. D Kwon
  • Jin.S Lee
چکیده

An obstacle avoidance algorithm: the Weighted Safety Vector Field (WSVF) method is presented. In determining the orientation of the mobile robot, the algorithm rst computes the primary steering angle for normal maneuvering which is derived based on the fuzzy inference rule. To cope with the constrained environments such as corner and hallway, the algorithm then computes the secondary steering angle which is derived based on the fuzzy inference rule. The primary steering angle is used for the normal maneuvering whereas the secondary steering angle compensates for the wiggling motion of the mobile robot that occurs frequently at the corner or at the hallway. The presented algorithm has been successfully tested on the simulation example.

منابع مشابه

Dynamic Obstacle Avoidance by Distributed Algorithm based on Reinforcement Learning (RESEARCH NOTE)

In this paper we focus on the application of reinforcement learning to obstacle avoidance in dynamic Environments in wireless sensor networks. A distributed algorithm based on reinforcement learning is developed for sensor networks to guide mobile robot through the dynamic obstacles. The sensor network models the danger of the area under coverage as obstacles, and has the property of adoption o...

متن کامل

Optimal Trajectory Planning of a Mobile Robot with Spatial Manipulator For Spatial Obstacle Avoidance

Mobile robots that consist of a mobile platform with one or many manipulators mounted on it are of great interest in a number of applications. Combination of platform and manipulator causes robot operates in extended work space. The analysis of these systems includes kinematics redundancy that makes more complicated problem. However, it gives more feasibility to robotic systems because of the e...

متن کامل

VFH*: Local Obstacle Avoidance with Look-Ahead Verification

This paper presents an enhancement to the earlier developed Vector Field Histogram (VFH) method for mobile robot obstacle avoidance. The enhanced method, called VFH*, successfully deals with situations that are problematic for purely local obstacle avoidance algorithms. The VFH* method verifies that a particular candidate direction guides the robot around an obstacle. The verification is perfor...

متن کامل

Formation Control and Path Planning of Two Robots for Tracking a Moving Target

This paper addresses the dynamic path planning for two mobile robots in unknownenvironment with obstacle avoidance and moving target tracking. These robots must form atriangle with moving target. The algorithm is composed of two parts. The first part of thealgorithm used for formation planning of the robots and a moving target. It generates thedesired position for the robots for the next step. ...

متن کامل

The vector field histogram-fast obstacle avoidance for mobile robots

A new real-time obstacle avoidance method for mobile robots has been developed and implemented. This method, named the vector field histogram (VFH), permits the detection of unknown obstacles and avoids collisions while simultaneously steering the mobile robot toward the target. The VFH method uses a two-dimensional Cartesian histogram grid as a world model. This world model is updated continuo...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

متن کامل
عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1995