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Difference Detection, Tradeoffs Between Detection Probability and Processing Complexity

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2 Author(s)
Bechtel, Friend K. ; Sandia Laboratories, Albuquerque, N. Mex. 87115. ; Amos, Donald E.

The detection of a difference between two n-dimensional vectors based on a noisy measurement of each vector is important for surveillance, quality control, motion detection, and other applications. Because of cost or complexity, an arbitrary reduction from n to p dimensions may be required before measurements are performed. Using a Gaussian noise assumption, the tradeoffs between detection probability and p, which we take as the measure of processing complexity, are investigated.

Published in:

Systems, Man and Cybernetics, IEEE Transactions on  (Volume:SMC-5 ,  Issue: 4 )

Date of Publication:

July 1975

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