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Research Progress on Synergistic Technologies of Agricultural Multi-Robots

Authors :
Wenju Mao
Zhijie Liu
Heng Liu
Fuzeng Yang
Meirong Wang
Source :
Applied Sciences, Vol 11, Iss 4, p 1448 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

Multi-robots have shown good application prospects in agricultural production. Studying the synergistic technologies of agricultural multi-robots can not only improve the efficiency of the overall robot system and meet the needs of precision farming but also solve the problems of decreasing effective labor supply and increasing labor costs in agriculture. Therefore, starting from the point of view of an agricultural multiple robot system architectures, this paper reviews the representative research results of five synergistic technologies of agricultural multi-robots in recent years, namely, environment perception, task allocation, path planning, formation control, and communication, and summarizes the technological progress and development characteristics of these five technologies. Finally, because of these development characteristics, it is shown that the trends and research focus for agricultural multi-robots are to optimize the existing technologies and apply them to a variety of agricultural multi-robots, such as building a hybrid architecture of multi-robot systems, SLAM (simultaneous localization and mapping), cooperation learning of robots, hybrid path planning and formation reconstruction. While synergistic technologies of agricultural multi-robots are extremely challenging in production, in combination with previous research results for real agricultural multi-robots and social development demand, we conclude that it is realistic to expect automated multi-robot systems in the future.

Details

Language :
English
ISSN :
20763417
Volume :
11
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Applied Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.fc6440ca304441f9950059736b0afc8
Document Type :
article
Full Text :
https://doi.org/10.3390/app11041448