학술논문

Collaborative Searching Strategy for Multi-Amphibious Spherical Robots in 3D underwater environments
Document Type
Conference
Source
2023 IEEE International Conference on Mechatronics and Automation (ICMA) Mechatronics and Automation (ICMA), 2023 IEEE International Conference on. :1137-1142 Aug, 2023
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Legged locomotion
Solid modeling
Three-dimensional displays
Simulation
Buildings
Collaboration
Artificial bee colony algorithm
Multi-robot system
Amphibious spherical robot
Collaborative searching
Language
ISSN
2152-744X
Abstract
An improved multi-robot cooperative strategy based on the improved artificial bee colony algorithm is proposed for the task of underwater multi-robot cooperative area target search. The strategy consists of three stages: cruising stage, building capture alliance stage, and cooperative search stage. In the cruising stage, robot adopts the improved random walk algorithm for aimless cruising. In the building capture alliance stage, robot uses an auction algorithm for the assignment of search tasks. In the cooperative search stage, robot adopts the improved artificial bee colony algorithm for cooperative search of targets. Furthermore, simulations are conducted, and the results demonstrate that the proposed strategy can effectively guide multiple robots to perform area target search in unknown 3D underwater environments.