DocumentCode
497737
Title
A new performance metric for search and track missions
Author
Li, X. Rong ; Pitre, Ryan R. ; Jilkov, Vesselin P. ; Chen, Huimin
Author_Institution
Dept. of Electr. Eng., Univ. of New Orleans, New Orleans, LA, USA
fYear
2009
fDate
6-9 July 2009
Firstpage
1100
Lastpage
1107
Abstract
The joint optimization of conflicting objectives is usually challenging because there is no clear-cut way to do so. When planning for search and track missions, one must choose between the conflicting objectives of detecting new targets and tracking previously detected targets. This paper proposes a novel metric that integrates the objectives of target detection, target tracking, and vehicle survivability nicely into an integrated single scalar index that can be used to optimize paths for joint detection and tracking. The cornerstone is the introduction of a new performance index, that is, information gain, which permits joint optimization of the objectives for search and track missions. Several examples are provided to illustrate how to use our proposed metric.
Keywords
aircraft; object detection; remotely operated vehicles; target tracking; search and track missions; single scalar index; target detection; target tracking; vehicle survivability; Filtering; Measurement; Object detection; Path planning; Performance analysis; Performance gain; Remotely operated vehicles; Target tracking; Unmanned aerial vehicles; Vehicle detection; Detection; UAV; estimation; filtering; mission planning; path planning; resource management; tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location
Seattle, WA
Print_ISBN
978-0-9824-4380-4
Type
conf
Filename
5203831
Link To Document