An Affine Combination of Adaptive Filters for Channels with Different Sparsity Levels
Telfor Journal, 2016 In this paper we present an affine combination strategy for two adaptive filters. One filter is designed to handle sparse impulse responses and the other one performs better if impulse response is dispersive. Filter outputs are combined using an adaptive
M. Butsenko, T. Trump
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Stochastic analysis of an error power ratio scheme applied to the affine combination of two LMS adaptive filters [PDF]
, 2011 The affine combination of two adaptive filters that simultaneously adapt on the same inputs has been actively investigated. In these structures, the filter outputs are linearly combined to yield a performance that is better than that of either filter ...
Bermudez, José Carlos Moreira +2 more
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Effects of Multirate Systems on the Statistical Properties of Random Signals [PDF]
, 1993 In multirate digital signal processing, we often encounter time-varying linear systems such as decimators, interpolators, and modulators. In many applications, these building blocks are interconnected with linear filters to form more complicated systems.
Sathe, Vinay P., Vaidyanathan, P. P.
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Output signal based combination of two NLMS adaptive filters – transient analysis; pp. 258–268 [PDF]
Proceedings of the Estonian Academy of Sciences, 2011 A combination of two complex normalized least mean square (NLMS) adaptive filters that adapt on the same input signal at the same time is investigated. One of the filters has a large and the other one has a small step size. The outputs of the filters are
Tõnu Trump
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Adaptive interference suppression for DS-CDMA systems based on interpolated FIR filters with adaptive interpolators in multipath channels [PDF]
, 2007 In this work we propose an adaptive linear receiver structure based on interpolated finite impulse response (FIR) filters with adaptive interpolators for direct sequence code division multiple access (DS-CDMA) systems in multipath channels.
de Lamare, Rodrigo C. +1 more
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An affine combination of two LMS adaptive filters - Transient mean-square analysis [PDF]
, 2008 This paper studies the statistical behavior of an affine combination of the outputs of two LMS adaptive filters that simultaneously adapt using the same white Gaussian inputs.
Bermudez, José Carlos Moreira +2 more
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Algorithms, 2018 The combination of adaptive filters is an effective approach to improve filtering performance. In this paper, we investigate the performance of an adaptive combined scheme between two adaptive multiple-input single-output (MISO) filters, which can be ...
Danilo Comminiello +3 more
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New variant of NLMS/F algorithm with low computational cost
Revista Elektrón, 2022 Adaptive filters are used in a wide variety of signal processing applications (e.g., acoustic echo cancellation, system identification, channel equalization, etc.).
Laura Jazmín Hidalgo Hernández +4 more
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Adaptive Filters Revisited - RFI Mitigation in pulsar observations
, 2004 Pulsar detection and timing experiments are applications where adaptive filters seem eminently suitable tools for radio-frequency-interference (RFI) mitigation.
B. Dawson +11 more
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A novel heuristic for the analysis of block sign LMS algorithm
Electronics Letters, 2023 This paper presents a new heuristic for the analysis of adaptive filtering algorithms. It combines Price's Theorem (which is strictly valid when the random variables are jointly Gaussian) with a probabilistic model of the input data that assumes ...
Newton Norat Siqueira +2 more
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