DocumentCode
1110846
Title
On some nonparametric methods for detection of the number of signals
Author
Yin, Y.Q. ; Krishnaiah, P.R.
Author_Institution
University of Arizona, Tucson, AZ
Volume
35
Issue
11
fYear
1987
fDate
11/1/1987 12:00:00 AM
Firstpage
1533
Lastpage
1538
Abstract
A simpler, more elegant, and more flexible method for estimating the number of signals is proposed. Strong consistency is proved. Bounds for error probabilities are given. This method depends on choosing a function with a parameter r. The previous methods correspond to the case r = 1. It seems the larger the r, the faster the convergence. We can choose r as any positive integer, even ∞. Applications are discussed, including the coherent cases.
Keywords
Contracts; Convergence; Covariance matrix; Eigenvalues and eigenfunctions; Error probability; Gaussian noise; Signal processing; Sun; Vectors; White noise;
fLanguage
English
Journal_Title
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
0096-3518
Type
jour
DOI
10.1109/TASSP.1987.1165063
Filename
1165063
Link To Document