Title :
ACO for a new TSP in region coverage
Author :
Agarwal, Amit ; Lim, Meng-Hiot ; Er, Meng-Joo ; Chew, Chan Yee
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
An unmanned reconnaissance aerial vehicle mounted sensor of footprint with a small area ωs2 is used to cover critical airbase structures for damage assessment. The region of coverage interest is modeled with a closed union of a minimal set of interior disjoint rectangles of width ωi = ωs. We wish to find a minimum-length flight path for complete coverage for the nonholonomic vehicle. We prove that our minimization problem is a traveling salesman problem (TSP) that is symmetric, non-Euclidean and satisfies the triangular inequality. We compare our modeling primitive with two simple primitives commonly used for representing coverage regions. An ant colony optimization heuristic for solving the TSP is presented.
Keywords :
aircraft; minimisation; remotely operated vehicles; travelling salesman problems; ant colony optimization; critical airbase structure; damage assessment; minimization problem; minimum-length flight path; nonholonomic vehicle; traveling salesman problem; triangular inequality; unmanned reconnaissance aerial vehicle mounted sensor; Ant colony optimization; Costs; Erbium; Motion planning; Orbital robotics; Reconnaissance; Solid modeling; Strips; Traveling salesman problems; Unmanned aerial vehicles; Modeling region of coverage; ant colony optimization; region coverage TSP;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545460