Abstract
There are many applications which require complete coverage and obstacle avoidance. The classical A* algorithm provides the user a shortest path by avoi ding the obstacle. As well, the Dijkstra’s algorith m finds the shortest path between the source and destinatio n. But in many applications we require complete coverage of the proposed area with obstacle avoidan ce. There are LSP, LSSP, BSA, spiral-STC and Complete Coverage D* algorithms which do not realize complete (100%) coverage. The complete coverage using a critical point algorithm assures complete c overage, but it is not well suited for applications like mine detection. Also for covering the missed region it k eeps the obstacle as a critical point which is not advisable in critical applications where obstacle may be a da ngerous one. To overcome this and to achieve the complete coverage we propose a novel graph traversal algorithm Traversal Algorithm for Complete Coverage (TRACC). Here the area to be scanned is decomposed into a finite number of cells. The travers al is done through all the cells after making sure the next cell has no obstacle. TRACC assures thorough coverage of the proposed area and ensuring that all the obstacles are avoided. Hence the TRACC always have the safer path while covering the entire area. It also reports the obstacle placed or blocked cel l.
Highlights
There are many classical algorithms for graph traversal and area coverage
To overcome this and to achieve the complete coverage we propose a novel graph traversal algorithm Traversal Algorithm for Complete Coverage (TRACC)
Though there are many algorithms available for complete coverage with obstacle avoidance, we propose a special algorithm-TRaversal Algorithm for Complete Coverage (TRACC)
Summary
There are many classical algorithms for graph traversal and area coverage. The problems emphasized there are finding the shortest path, traversing through nodes and finding a path by avoiding the obstacles. When applications require both full coverage and obstacle avoidance, there are very few algorithms like linked spiral path, complete coverage D* algorithm, complete coverage algorithm using critical points, backtracking spiral algorithm, linked smooth Spiral Path and spiral-STC which serves our needs. Those algorithms are not assuring full coverage. We need a heuristic algorithm which serves best to any hard real time application which requires real complete coverage and object avoidance.
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