Title :
Some properties of the log-likelihood difference of mismatched maximum likelihood sequential estimation
Author_Institution :
SINTEF, Trondheim, Norway
fDate :
27 Jun-1 Jul 1994
Abstract :
Due to the consideration of additive white Gaussian noise, the performance evaluation of most communication receivers applying the maximum likelihood principle (MLSE) is based on the Euclidean distance, denoted by d20. The present authors consider another parameter, the log-likelihood difference for describing the performance of a MLSE receiver under uncoded modulation. This parameter proves to be simpler and exhibits some nice properties under the mismatched receiver situation. Some bounds on the tolerable mismatch are given. The performance of a blind channel estimator is illustrated
Keywords :
Gaussian noise; estimation theory; interference (signal); maximum likelihood detection; maximum likelihood estimation; modulation; receivers; white noise; MLSE receiver; additive white Gaussian noise; blind channel estimator; communication receivers; log-likelihood difference; mismatched maximum likelihood sequential estimation; tolerable mismatch; uncoded modulation; Additive noise; Additive white noise; Error probability; Euclidean distance; Identity-based encryption; Matched filters; Maximum likelihood detection; Maximum likelihood estimation; Signal to noise ratio; System performance;
Conference_Titel :
Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
0-7803-2015-8
DOI :
10.1109/ISIT.1994.395050