Shortest path planning on topographical maps

Citation
Y. Saab et M. Vanputte, Shortest path planning on topographical maps, IEEE SYST A, 29(1), 1999, pp. 139-150
Citations number
30
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS
ISSN journal
10834427 → ACNP
Volume
29
Issue
1
Year of publication
1999
Pages
139 - 150
Database
ISI
SICI code
1083-4427(199901)29:1<139:SPPOTM>2.0.ZU;2-S
Abstract
This paper introduces a new algorithm for quickly answering repetitive leas t-cost queries between pairs of points on the earth's surface as represente d by digital topographical maps. The algorithm uses a three-step process; p reprocessing, geometrically modified Dijkstra search, and postprocessing, T he preprocessing step computes and saves highly valuable global information that describes the underlying geometry of the terrain. The search step sol ves shortest path queries using a modified Dijkstra algorithm that takes ad vantage of the preprocessed information to "jump" quickly across flat terra in and decide whether a path should go over or through a high-cost region. The final step is a path improvement process that straightens and globally improves the path. Our algorithm partitions the search space into free regi ons and obstacle regions. However, unlike other algorithms using this appro ach, our algorithm keeps the option of passing through an obstacle region.