Title :
Transition matrix methodology for evaluating sensor fusion mapping algorithms
Author :
Cohen, O. ; Edan, Y. ; Korach, E.
Author_Institution :
Dept. of Ind. Eng. & Manage., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
Abstract :
The purpose of this paper is to present a transition matrix procedure to evaluate performance of sensor fusion mapping algorithms. The methodology enables to determine suitability of a sensor fusion algorithm for the fusion task without requiring a-priori information on the sensors performance and/or the environmental conditions and with no need for experimentation.
Keywords :
matrix algebra; sensor fusion; environmental conditions; sensor fusion mapping algorithms; sensors performance; transition matrix methodology; Area measurement; Fuzzy logic; Industrial engineering; Mobile robots; Performance analysis; Remotely operated vehicles; Sensor fusion; Sensor phenomena and characterization; Ultrasonic variables measurement; Vehicle detection;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400948