DocumentCode
2019534
Title
Simulation-based sensing-system configuration for dynamic dispatching
Author
Naish, Michael D. ; Croft, Elizabeth A. ; Benhabib, Beno
Author_Institution
Comput. Integrated Manufacturing Lab., Toronto Univ., Ont., Canada
Volume
5
fYear
2001
fDate
2001
Firstpage
2964
Abstract
The paper presents a methodology for determining the initial configuration of a set of sensors for a surveillance task. It serves to complement a dynamic dispatching methodology, which selects and maneuvers subsets of sensors to achieve optimal data acquisition in real-time. Specifically, given a priori information about the expected object trajectory, the initial sensor poses are determined such that the sensing-system effectiveness is maximized. This is achieved using a constrained, nonlinear, direct search method in combination with simulations of the sensing-system performance (i.e., dynamic dispatching to adjust the sensor poses in response to the object motion)
Keywords
data acquisition; digital simulation; goods dispatch data processing; real-time systems; sensors; surveillance; a priori information; dynamic dispatching; dynamic dispatching methodology; expected object trajectory; initial configuration; initial sensor poses; nonlinear direct search method; object motion; optimal data acquisition; sensing-system effectiveness; simulation-based sensing-system configuration; surveillance task; Computational modeling; Data acquisition; Dispatching; Laboratories; Measurement uncertainty; Optimization methods; Position measurement; Sensor fusion; Surveillance; Vehicle dynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.971961
Filename
971961
Link To Document