Energy Efficient Coverage Path Planning for Autonomous Mobile Robots on 3D Terrain

被引:28
|
作者
Dogru, Sedat [1 ]
Marques, Lino [1 ]
机构
[1] Univ Coimbra, Inst Syst & Robot, Dept Elect & Comp Engn, P-3030290 Coimbra, Portugal
关键词
ALGORITHMS;
D O I
10.1109/ICARSC.2015.23
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Coverage Path Planning (CPP) is an essential problem in many applications of robotics, including but not limited to autonomous de-mining and farming. Most works on CPP address time efficiency or coverage completeness in a bi-dimensional and flat environment, not taking the terrain relief into account. In this paper we use a Genetic Algorithm to optimize the solution to the CPP problem in terms of energy consumption, taking into account the constraints of natural terrains: obstacles and relief. Simulation results show that our approach is effective in reducing energy consumption of a mobile robot performing CPP.
引用
收藏
页码:118 / 123
页数:6
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