Title :
On the performance of serial networks in distributed detection
Author_Institution :
Dept. of Electr. Eng., Rhode Island Univ., Kingston, RI
fDate :
1/1/1993 12:00:00 AM
Abstract :
Distributed detection on the serial (or tandem) topology is considered with the probability of error performance criterion. Previously published efforts, while presenting probability of detection versus false alarm results, limited the number of array elements to two or three. For the detection of known, equally likely signals in additive, symmetric noise, the author presents simple recursive expressions for the threshold values and the performance of the system. Examples for known signals in Gaussian and Laplacian noise show the degradation in performance due to the array structure
Keywords :
error statistics; performance evaluation; probability; random noise; sensor fusion; signal detection; Gaussian noise; Laplacian noise; array structure; degradation; distributed detection; error performance criterion; false alarm; probability; recursive expressions; serial networks; symmetric noise; tandem topology; threshold values; Additive noise; Capacitive sensors; Degradation; Detectors; Gaussian noise; Laplace equations; Network topology; Nonlinear equations; Sensor arrays; Signal detection; Testing;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on