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The Cartographer
A Complete Transient Analysis for the Incremental LMS Algorithm
September 09, 2019 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Muhammad Omer Bin Saeed
arXiv ID
1909.03859
Category
cs.DS: Data Structures & Algorithms
Citations
3
Venue
arXiv.org
Last Checked
4 months ago
Abstract
The incremental least mean square (ILMS) algorithm was presented in \cite{Lopes2007}. The article included theoretical analysis of the algorithm along with simulation results under different scenarios. However, the transient analysis was left incomplete. This work presents the complete transient analysis, including the learning behavior. The analysis results are verified through several experimental results.
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