Signal Analysis and Prediction
Springer-Verlag New York Inc.
978-1-4612-7273-1 (ISBN)
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.
Reihe/Serie | Applied and Numerical Harmonic Analysis |
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Zusatzinfo | XXV, 502 p. |
Verlagsort | New York |
Sprache | englisch |
Maße | 178 x 254 mm |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Mathematik / Informatik ► Mathematik ► Analysis | |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Technik ► Elektrotechnik / Energietechnik | |
ISBN-10 | 1-4612-7273-4 / 1461272734 |
ISBN-13 | 978-1-4612-7273-1 / 9781461272731 |
Zustand | Neuware |
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