On the Complete Area Coverage Problem of Painting Robots

被引:0
|
作者
Jan, Gene Eu [1 ]
Fung, Kevin [2 ]
Luo, Chaomin [3 ]
Hsieh, Hui-Ching [4 ]
机构
[1] Tainan Natl Univ Arts, Presidents Off, Tainan, Taiwan
[2] Natl Tsing Hua Univ, Dept Ind Engn & Engn Management, Hsinchu, Taiwan
[3] Mississippi State Univ, Dept Elect & Comp Engn, Starkville, MS USA
[4] Tainan Natl Univ Arts, Tainan, Taiwan
关键词
Complete Area Coverage (CAC); Painting Robots; Polygonal Surfaces; Triangle Mesh; Spanning Tree; NAVIGATION; ALGORITHM;
D O I
10.1007/978-3-031-36625-3_32
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, we proposed a novel algorithm for painting problems based on the concepts of minimum spanning-tree based approach and triangle mesh to obtain an O(nlog n) complete area coverage path planning algorithm on polygonal surfaces with minimum length, where n is the number of triangles. In this article, we reduced the time complexity to O(n) by modifying the algorithm. Our proposed method adopts a mobile robot which navigates through an arrangement of areas to be covered without energy and time constraints. In the end, this robot will return to the original starting point. According to the performance analysis, our method is proven to be the fastest algorithm with minimum length to solve the complete area coverage planning for painting robots on polygonal surfaces. In addition, the number of turns has been significantly reduced by 30.26% using the scheme of triangle merge.
引用
收藏
页码:400 / 413
页数:14
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