Coverage Control with Multiple Ground Robots for Precision Agriculture

Author:

Davoodi Mohammadreza,Mohammadpour Velni Javad,Li Changying

Abstract

In this work, coverage of agricultural fields using a team of autonomous unmanned ground robots with no human intervention is investigated. To this end, field is first represented by a topological mapandthenadistributedenergy-awaredeployment strategy is proposed to optimally distribute robots with the aim of persistent monitoring of specified regions of interest. When a robot participating in the coverage task approaches a low energy reserve, the team of robots collectively and cooperatively adjust the coverage formation to allow the agent to return to a designated base station, where it can recharge before rejoining the effort. Preliminary (simulation) results are provided to show the effectiveness and capabilities of the proposed coverage algorithm.

Publisher

ASME International

Subject

Mechanical Engineering

Reference12 articles.

1. “Aerial remote sensing in agriculture: A practical approach to area coverage and path planning for fleets of mini aerial robots,”;Journal of Field Robotics,,2011

2. “Sensor planning for a symbiotic UAV and UGV system for precision agriculture,”;IEEE Transactions on Robotics,,2016

3. “Precision Agriculture: Remote Sensing and Ground Truthing,”

4. “Fleets of robots for environmentally-safe pest control in agriculture,”;Precision Agriculture,,2017

5. “Towards collaboration between unmanned aerial and ground vehicles for precision agriculture”,;Proc. SPIE 10218, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II,,2017

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