Title :
Large deviation rate calculations for nonlinear detectors in Gaussian noise
Author :
Benitz, Gerald R. ; Bucklew, James A.
Author_Institution :
MIT, Lincoln Lab., Lexington, MA, USA
fDate :
3/1/1990 12:00:00 AM
Abstract :
An asymptotic analysis based on large deviation theory is presented for three representative nonlinear receivers operating in the presence of Gaussian noise, namely radiometers, differential phase shift keying, and memoryless detectors. En route to the results an extension to the Toeplitz distribution theorem is proved. This extension provides the key to obtaining closed-form expressions for the exponential rate of decrease of the probability of error for the first two detector structures. The solution to the rate constant problem for the memoryless detector is then shown to be given by the solution to a certain nonlinear Hammerstein integral equation. Several examples are presented
Keywords :
phase shift keying; radiometers; random noise; signal detection; Gaussian noise; Toeplitz distribution theorem; asymptotic analysis; differential phase shift keying; error probability; large deviation theory; memoryless detectors; nonlinear Hammerstein integral equation; nonlinear detectors; radiometers; rate constant problem; signal detection; Closed-form solution; Detectors; Differential phase shift keying; Frequency shift keying; Gaussian noise; Integral equations; Phase detection; Phase shift keying; Probability; Radiometers;
Journal_Title :
Information Theory, IEEE Transactions on