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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Loetwassana, W. Punchalard, R. Koseeyaporn, J. Wardkein, P. |
| Copyright Year | 2006 |
| Description | Author affiliation: King Mongkut's Inst. of Technol., Bangkok (Loetwassana, W.) |
| Abstract | This article, variable momentum factor to improve performance of momentum LMS is presented. The momentum factor of algorithm is varied according to a gradient decent designed to reduce the square estimation error during each iteration. So this proposed algorithm has high convergence rate and low steady state misadjustment. Simulation results showed good performance of the algorithm in both stationary and nonstationary environments |
| Sponsorship | ECTI, Thailand NECTEC, Thailand King Mongkut's Inst. of Tech., Thailand IEEE Circuits and Syst. Soc |
| Starting Page | 11 |
| Ending Page | 14 |
| File Size | 3051355 |
| Page Count | 4 |
| File Format | |
| ISBN | 0780397401 |
| DOI | 10.1109/ISCIT.2006.339878 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-10-18 |
| Publisher Place | Thailand |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis Estimation error Stability Adaptive filters Steady-state Error correction Acceleration Least squares approximation Equations Convergence |
| Content Type | Text |
| Resource Type | Article |
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