Journal article
Performance limits of the innovations-based detection algorithm
Abstract
A theoretical evaluation of the performance limits of the innovations-based detection algorithm, which provides an adaptive algorithm for discriminating between two hypotheses parameterized as autoregressive (AR) models, is presented. Two particular cases are considered. One pertains to a situation in which the variance of the interference (modeled as an AR process) acting alone is known a priori. The other pertains to a situation in which no …
Authors
Zhang Q; Haykin S; Yip P
Journal
IEEE Transactions on Information Theory, Vol. 35, No. 6, pp. 1213–1222
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
1989
DOI
10.1109/18.45277
ISSN
0018-9448