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Statistical Signal Processing of Complex-Valued Data

Complex-valued random signals are embedded in the very fabric of science and engineering, yet the usual assumptions made about their;

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Blind Identification and Separation of Complex-valued Signals

and adaptive signal processing, with an emphasis on nonlinear and complex-valued signal processing, and applications in biomedical data;

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Robust Statistics for Signal Processing

. Topics covered include advanced robust methods for complex-valued data, robust covariance estimation, penalized regression models, dependent data;

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Digital Spectral Analysis MATLAB (R) Software User Guide

real-valued or complex-valued, permitting the user to simply modify the demonstration scripts to input their own data for analysis. Four;

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Singular Spectrum Analysis of Biomedical Signals

effective approach for single channel signal analysis, and its bivariate, multivariate, tensor based, complex-valued, quaternion-valued and robust;

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Singular Spectrum Analysis of Biomedical Signals

effective approach for single channel signal analysis, and its bivariate, multivariate, tensor based, complex-valued, quaternion-valued and robust;

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Signal Processing in Medicine and Biology

statistical modeling of electroencephalograph data for predicting or detecting seizure, stroke, or Parkinson's; machine learning methods and their;

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Intelligent Signal Processing

differs fundamentally from the classical approach to statistical signal processing in that the input--output behavior of a complex system;

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Advanced Digital Signal Processing and Noise Reduction

of digital signal processing, telecommunications and statistical data analysis. It will also be of interest to professional engineers;

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Signal Processing and Data Analysis

This book presents digital signal processing theories and methods and their applications in data analysis, error analysis and statistical;

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Signal Processing in Radar Systems

definition of signal parameters. Signal Processing in Radar Systems addresses robust signal processing problems in complex radar systems and digital;

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Signal Processing in Radar Systems

definition of signal parameters. Signal Processing in Radar Systems addresses robust signal processing problems in complex radar systems and digital;

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Multimedia Signal Processing

of digital signal processing, telecommunications and statistical data analysis. It will also be a valuable text to professional engineers;

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Quaternion Fourier Transforms for Signal and Image Processing

results pertaining to Quaternion Fourier Transforms. QFT is a central component of processing color images and complex valued signals. The book s;

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Advanced Digital Signal Processing of Seismic Data

Seismic data must be interpreted using digital signal processing techniques in order to create accurate representations of petroleum;

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Complex Networks

data applications. Complex Networks offers a novel engineering perspective on these networks, focusing on their key communications, networking;

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Statistical Signal Processing

This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the;

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Statistical Signal Processing

This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the;

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Signal Processing and Machine Learning for Biomedical Big Data

processing, covering topics such as data quality, data compression, statistical and graph signal processing techniques, and deep learning and their;

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Fundamentals Of Statistical Signal Processing

, etc. A unified presentation of parameter estimation for those involved in the design and implementation of statistical signal processing;

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Geometric Science of Information

transport and applications: signal processing; statistical manifold and hessian information geometry; monotone embedding in information geometry;

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Multirate Statistical Signal Processing

Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different;

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Statistical Signal Processing in Engineering

A problem-solving approach to statistical signal processing for practicing engineers, technicians, and graduate students This book takes a;

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Modern Nonparametric, Robust and Multivariate Methods

methods for complex data structures. Some examples from statistical signal processing are also given. The volume is dedicated to Hannu Oja on the;

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Statistical Methods in Control & Signal Processing

work documents developments in statistical modelling, identification, estimation and signal processing. It also covers such topics as subspace;

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Multiscale Signal Analysis and Modeling

, feature extraction and classification, signal and image representation/transmission, coding, nonparametric statistical signal processing, and;

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Supervised Learning with Complex-valued Neural Networks

varying, nonlinear and complex-valued. The time varying, nonlinear characteristics of these signals can be effectively analyzed using artificial;

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