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• W2007336860 startingPage "1256" @default.
• W2007336860 abstract "The gradient-descent total least-squares (GD-TLS) algorithm is a stochastic-gradient adaptive filtering algorithm that compensates for error in both input and output data. We study the local convergence of the GD-TLS algoritlun and find bounds for its step-size that ensure its stability. We also analyze the steady-state performance of the GD-TLS algorithm and calculate its steady-state mean-square deviation. Our steady-state analysis is inspired by the energy-conservation-based approach to the performance analysis of adaptive filters. The results predicted by the analysis show good agreement with the simulation experiments." @default.
• W2007336860 created "2016-06-24" @default.
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• W2007336860 date "2014-03-01" @default.
• W2007336860 modified "2023-10-18" @default.
• W2007336860 title "Analysis of the Gradient-Descent Total Least-Squares Adaptive Filtering Algorithm" @default.
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• W2007336860 doi "https://doi.org/10.1109/tsp.2014.2301135" @default.
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