|
For Full-Text PDF, please login, if you are a member of IEICE,
or go to Pay Per View on menu list, if you are a nonmember of IEICE.
|
A Representation Method of the Convergence Characteristic of the LMS Algorithm Using Tap-Input Vectors
Kiyoshi NISHIKAWA Hitoshi KIYA
Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Vol.E78-A
No.10
pp.1362-1368 Publication Date: 1995/10/25 Online ISSN:
DOI: Print ISSN: 0916-8508 Type of Manuscript: PAPER Category: Digital Signal Processing Keyword: adaptive signal processing, system identification, orthogonal projections, oblique expansion,
Full Text: PDF(508KB)>>
Summary:
The main purpose of this paper is to give a new representation method of the convergence characteristics of the LMS algorithm using tap-input vectors. The described representation method is an extended version of the interpretation method based on the orthogonal projection. Using this new representation, we can express the convergence characteristics in terms of tap-input vectors instead of the eigenvalues of the input signal. From this representation, we consider a general method for improving the convergence speed.
|
|
|