Coordination and Cooperation Mechanisms of the Distributed Robotic Systems

被引:0
|
作者
Korobiichuk, Igor [1 ]
Danik, Yuriy [2 ]
Pozdniakov, Pavlo [2 ]
Jackiewicz, Dorota [3 ]
机构
[1] Warsaw Univ Technol, Inst Automat Control & Robot, Warsaw, Poland
[2] Zhytomyr Mil Inst, Zhytomyr, Ukraine
[3] Ind Res Inst Automat & Measurements PIAP, Warsaw, Poland
来源
RECENT ADVANCES IN SYSTEMS, CONTROL AND INFORMATION TECHNOLOGY | 2017年 / 543卷
关键词
Robotic systems; Application; Coordination; Multi-agent systems; Incomplete a priori information;
D O I
10.1007/978-3-319-48923-0_32
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The success of robotics and artificial intelligence over the past decades led to increased interest in theoretical research and practical application of distributed robotic systems. The advantages of robots are improvement of reliability, reduction of time and cost of resolving such problems as reconnaissance, surveillance, search and rescue missions, patrolling, etc. At the same time, collective use of robots requires solving a number of specific problems arising in collective management, including distribution and redistribution of tasks, coordination, cooperation and collective decision-making. This article provides an overview of existing methods, algorithms and principles of robotic system coordination and cooperation, known from the theory of multi-agent systems, swarm intelligence and evolutionary modeling. It is established that most of them only partially solve the problem of coordination and cooperation of distributed robotic systems under real-life conditions. The paper defines basic methods of solving tasks and problems of coordination and cooperation of distributed robotic systems under conditions of incomplete a priori information, changes in operational environment, goals and objectives.
引用
收藏
页码:263 / 272
页数:10
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