Zhao et al., 2023 - Google Patents

Efficient Nonlinear Adaptive Filters: Design, Analysis and Applications

Zhao et al., 2023

Document ID
13718472777718310328
Author
Zhao H
Chen B
Publication year

External Links

Snippet

This book presents the design, analysis, and application of nonlinear adaptive filters with the goal of improving efficient performance (ie the convergence speed, steady-state error, and computational complexity). The authors present a nonlinear adaptive filter, which is an …
Continue reading at books.google.com (other versions)

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00—Baseband systems
    • H04L25/02—Details ; Arrangements for supplying electrical power along data transmission lines
    • H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks ; Receiver end arrangements for processing baseband signals
    • H04L25/03006—Arrangements for removing intersymbol interference
    • H04L25/03012—Arrangements for removing intersymbol interference operating in the time domain
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L25/00—Baseband systems
    • H04L25/02—Details ; Arrangements for supplying electrical power along data transmission lines
    • H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks ; Receiver end arrangements for processing baseband signals
    • H04L25/03006—Arrangements for removing intersymbol interference
    • H04L2025/03592—Adaptation methods
    • H04L2025/03598—Algorithms
    • H—ELECTRICITY
    • H03—BASIC ELECTRONIC CIRCUITRY
    • H03H—IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS
    • H03H21/00—Adaptive networks
    • H03H21/0012—Digital adaptive filters
    • H03H2021/007—Computation saving measures; Accelerating measures
    • H03H2021/0076—Measures relating to the convergence time
    • H03H2021/0078—Measures relating to the convergence time varying the step size
    • H—ELECTRICITY
    • H03—BASIC ELECTRONIC CIRCUITRY
    • H03H—IMPEDANCE NETWORKS, e.g. RESONANT CIRCUITS; RESONATORS
    • H03H21/00—Adaptive networks
    • H03H21/0012—Digital adaptive filters
    • H03H21/0043—Adaptive algorithms
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computer systems based on biological models
    • G06N3/02—Computer systems based on biological models using neural network models
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B3/00—Line transmission systems
    • H04B3/02—Details
    • H04B3/20—Reducing echo effects or singing; Opening or closing transmitting path; Conditioning for transmission in one direction or the other

Similar Documents

Publication Publication Date Title
Zhao et al. Efficient Nonlinear Adaptive Filters: Design, Analysis and Applications
JP4398146B2 (en) Adaptive filter
Meng et al. Sparsity-aware affine projection adaptive algorithms for system identification
Gandhi et al. Neural networks for signal detection in non-Gaussian noise
Albu et al. Pseudo-affine projection algorithms for multichannel active noise control
Akkad et al. A pipelined reduced complexity two-stages parallel LMS structure for adaptive beamforming
Zhang et al. Pipelined robust M-estimate adaptive second-order Volterra filter against impulsive noise
Sendhilkumar Prasad et al. Analysis of digital FIR filter using RLS and FT-RLS
Warsitz et al. Acoustic filter-and-sum beamforming by adaptive principal component analysis
Lu et al. Adaptive combination of affine projection sign subband adaptive filters for modeling of acoustic paths in impulsive noise environments
Sankaran et al. Fast generalized affine projection algorithm
Elisei-Iliescu et al. An RLS algorithm for the identification of bilinear forms
Ni et al. Sparsity-promoting affine projection algorithm with periodically-updated gain matrix and its performance analysis
Arif et al. Diffusion quantum-least mean square algorithm with steady-state analysis
Parvathy et al. Comparative study of adaptive algorithms using MATLAB and verilog
Zhao et al. Efficient Nonlinear Adaptive Filters
Zhao et al. Volterra adaptive filter
Kim et al. A variable step-size filtered-x gradient adaptive lattice algorithm for active noise control
Chien et al. A fast converging partial update LMS algorithm with random combining strategy
Arezki et al. A new algorithm with low complexity for adaptive filtering
Zhao et al. Spline Adaptive Filter
Han et al. A normalized minimum error entropy stochastic algorithm
Vanamadi et al. Convergence Analysis for an Undermodelled Variable Tap-Length MSF-Based Stereophonic Acoustic Echo Canceller
Hatun et al. Stochastic convergence analysis of recursive successive over-relaxation algorithm in adaptive filtering
Elisei-Iliescu et al. Low-complexity RLS algorithms for the identification of bilinear forms