ISBN-10:
0817640428
ISBN-13:
9780817640422
Pub. Date:
12/23/1998
Publisher:
Birkhäuser Boston
Signal Analysis and Prediction / Edition 1

Signal Analysis and Prediction / Edition 1

Hardcover

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Product Details

ISBN-13: 9780817640422
Publisher: Birkhäuser Boston
Publication date: 12/23/1998
Series: Applied and Numerical Harmonic Analysis
Edition description: 1998
Pages: 502
Product dimensions: 7.01(w) x 10.00(h) x 0.05(d)

Table of Contents

Signal Analysis.- Time-Frequency and Time-Scale Signal Analysis by Harmonic Wavelets.- Wavelet Transforms in Image Processing.- General Sub-Band DCT: Fast Approximate Adaptive Algorithm.- Higher-Order Statistics in Signal Processing.- Constrained Optimization Using Geometric Algebra and its Application to Signal Analysis.- Processing of Non-Stationary Vibrations Using the Affine Wigner Distribution.- Coarsely Quantized Spectral Estimation of Radio Astronomic Sources in Highly Corruptive Environments.- Wavelet Transform Implementation for Star-Shaped Modelling.- Signal Identification and Modelling.- The Bayesian Approach to Signal Modelling.- Regularized Signal Identification Using Bayesian Techniques.- System Identification.- ARMAX Model Identification with Unknown Process Order and Time-Varying Parameters.- Using Kautz Models in Model Reduction.- Condition Monitoring Using Periodic Time-Varying AR Models.- Rayleigh Quotient Iteration for a Total Least Squares Filter in Robot Navigation.- Wavelet Use for Noise Rejection and Signal Modelling.- Self-Reference Joint Echo Cancellation and Blind Equalization in High Bit-Rate Digital Subscriber Loops.- Signal Prediction.- Predictability: An Information-Theoretic Perspective.- Self-Adaptive Evolution Strategies for the Adaptation of Non-Linear Predictors in Time Series Analysis.- Non-Linear Dynamic Modelling with Neural Networks.- Non-Linear Adaptive Prediction of Speech with a Pipelined Recurrent Neural Network and Advanced Learning Algorithms.- Neural and Fuzzy Logic Video Rate Prediction for MPEG Buffer Control.- A Motion Compensation Algorithm Based on Non-Linear Geometric Transformations and Quadtree Decomposition.- Smoothing Techniques for Prediction of Non-Linear Time Series.- Non-Parametric Forecasting Techniques for Mixing Chaotic Time Series.- Speech and Biomedical Signal Processing.- Signal Analysis and Modelling for Speech Processing.- Modulation Spectrum in Speech Processing.- Detection and Discrimination of Double Talk and Echo Path Changes in a Telephone Channel.- A CELP-Based Speech-Model Process.- Vector-Predictive Speech Coding with Quantization Noise Modelling.- Modelling Signal Dynamics in Voiced Speech Coding.- Experimental Study of Speech Recognition in Noisy Environments.- Non-Linear Parametric Modelling by Means of Self-Exciting Threshold Autoregressive Models.- Lyapunov Exponents of Simulated and Measured Quasi-Periodic Flows.- Rank Order Based Decomposition and Classification of Heart Rate Signals.

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