학술논문

A PSO-based approach to cooperative foraging multi-robots in unknown environments
Document Type
Conference
Source
2013 6th IEEE Conference on Robotics, Automation and Mechatronics (RAM) Robotics, Automation and Mechatronics (RAM), 2013 6th IEEE Conference on. :67-72 Nov, 2013
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Robot sensing systems
Robot kinematics
Multi-robot systems
Trajectory
Optimization
Language
ISSN
2158-2181
2158-219X
Abstract
Cooperative foraging tasks in unknown environments are fundamentally important in robotics, where the real-time path planning and proper task allocation strategies are desirable for multi-robot cooperation. In this paper, an improved potential field-based (IPPSO) approach is proposed for cooperative robots to accomplish the foraging tasks in unknown environments. The proposed cooperation strategy for a multi-robot system makes use of the potential field function as the fitness function of PSO. In the simulation studies, various scenarios are investigated. The effectiveness of the proposed approach is demonstrated by simulation studies.