DocumentCode
1078659
Title
Alternating coordinates minimization algorithm for estimating parameters of partial erasure plus transition shift model
Author
Kao, Tsai-Sheng ; Cheng, Mu-Huo
Author_Institution
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume
40
Issue
4
fYear
2004
fDate
7/1/2004 12:00:00 AM
Firstpage
3096
Lastpage
3098
Abstract
The identification of model parameters of a high-density recording channel is usually difficult and complicated. In this paper, we successfully apply the alternating coordinates minimization (ACM) algorithm for estimating parameters of a partial erasure plus transition shift model (PETSM). The resulting algorithm turns out to iteratively solve two least square problems and is guaranteed to converge. Furthermore, the obtained model for a nonlinear partial response channel is more accurate than conventional models such that the maximum likelihood (ML) detector has better bit error rate (BER) performance without increasing its realization complexity. Computer simulations show that the ACM algorithm can accurately estimate the model parameters and the BER for the detector is significantly improved especially when the transition shift parameter is large.
Keywords
computational complexity; error statistics; magnetic recording; maximum likelihood detection; minimisation; parameter estimation; partial response channels; alternating coordinates minimization; bit error rate; computer simulations; high-density recording channel; iterative problem solving; least square problems; maximum likelihood detector; nonlinear partial response channel; parameter estimation; partial erasure ratio; transition shift model; transition shift parameter; Bit error rate; Computer simulation; Detectors; Iterative algorithms; Least squares methods; Maximum likelihood detection; Maximum likelihood estimation; Minimization methods; Parameter estimation; Partial response channels; Alternating coordinates minimization; maximum likelihood detector; partial erasure ratio; partial response channel; transition shift parameter;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2004.830223
Filename
1325744
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