Title :
Distributed detection with feedback and optimal fusion
Author :
Guan, Jian ; He, You ; Peng, Ying-Ning
Author_Institution :
Tsinghua Univ., Beijing, China
Abstract :
A distributed detection scheme with feedback is proposed. The optimal fusion rule for minimizing the global error probability is derived. The analytic expressions of the global false alarm probability and global miss probability are obtained. It is proved that the performance of the new scheme converges with the increased stage of feedback. An example shows that the global performance possesses good convergence properties and is improved significantly
Keywords :
convergence; error statistics; feedback; military radar; minimisation; radar detection; radar signal processing; radar theory; sensor fusion; convergence; distributed detection; feedback; global error probability; global false alarm probability; global miss probability; minimization; optimal fusion rule; performance; Aerospace engineering; Convergence; Detectors; Equations; Error probability; Feedback; Feeds; Helium; Radar detection; Testing;
Conference_Titel :
Radar Conference, 2000. The Record of the IEEE 2000 International
Conference_Location :
Alexandria, VA
Print_ISBN :
0-7803-5776-0
DOI :
10.1109/RADAR.2000.851821
