Optimal Interceptions on Two-Dimensional Grids with Obstacles

This article presents efficient and practical methods for path planning of optimal interceptions on two-dimensional grids with obstacles, such as raster charts or non-distorted digital maps. The proposed methods search for optimal paths from sources to multiple moving-targets by a novel higher geometry wave propagation scheme in the grids, instead of the traditional vector scheme in the graphs. By introducing a time-matching scheme, the optimal interception paths from sources to all the moving-targets are obtained among the combinations with linear time and space complexities. Two optimal path planning methods for multiple one-to-one interceptions, the MIN-MAX and MIN-AVG, are applied to emulate the real routing.

[1]  Nils J. Nilsson,et al.  A Formal Basis for the Heuristic Determination of Minimum Cost Paths , 1968, IEEE Trans. Syst. Sci. Cybern..

[2]  James N. Eagle The Optimal Search for a Moving Target When the Search Path Is Constrained , 1984, Oper. Res..

[3]  James N. Eagle,et al.  An Optimal Branch-and-Bound Procedure for the Constrained Path, Moving Target Search Problem , 1990, Oper. Res..

[4]  J. R. Weisinger,et al.  A survey of the search theory literature , 1991 .

[5]  M Ross,et al.  DRIFT ERRORS IN SEARCH AND RESCUE , 1993 .

[6]  Mario Tokoro,et al.  The Trailblazer Search: A New Method for Searching and Capturing Moving Targets , 1994, AAAI.

[7]  Drift Errors in Search and Rescue: The Report on the 1992 Drift Experiment off Cape Race Newfoundland , 1994 .

[8]  James N. Eagle,et al.  Criteria and approximate methods for path‐constrained moving‐target search problems , 1995 .

[9]  Richard E. Korf,et al.  Moving-Target Search: A Real-Time Search for Changing Goals , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[10]  John Dawson Digital charting, now and in the future , 1997 .

[11]  A. P. Norris THE STATUS AND FUTURE OF THE ELECTRONIC CHART , 1998 .

[12]  Aggelos K. Katsaggelos,et al.  A Review of the Minimum Maximum Criterion for Optimal Bit Allocation Among Dependent Quantizers , 1999, IEEE Trans. Multim..

[13]  B. Pillich,et al.  Real time data and ECDIS in a web-based port management package , 2003, Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492).

[14]  I. Parberry,et al.  A Method for Searching Optimal Routes with Collision Avoidance on Raster Charts , 2003, Journal of Navigation.

[15]  Gene Eu Jan,et al.  A 4-geometry maze router and its application on multiterminal nets , 2005, TODE.