Borg F. Review of Nonlinear Methods and Modelling

формат pdf
размер 855.43 КБ
добавлен 03 марта 2010 г.

Borg F . Chydenius Institute - Hur Lab - 03/04/02 Biosignal Nonlinear Modelling.
Review of Nonlinear Methods and Modelling I.
Introduction.
Basic theoretical concepts.
Dynamic systems.
Continuous systems.
Discrete systems.
Chaos and attractors.
Lyapunov exponents.
Poincar? sections.
Fractal dimensions.
Entropies.
Geometry from time series.
Embedding.
The Grassberger-Procaccia algorithm.
Approximate Entropy (ApEn).
Nonlinear prediction and modelling.
Noise reduction.
Detrended fluctuation analysis (DFA).
Disgression: Fourier transform and power laws.
Surrogate data.
Diks' estimator.
Case studies.
Human balance.
Force plate design.
COP versus CM.
Stiffness hypothesis.
Random walk in quiet standing.
Disgression: Random walk with relaxation.
Analysis of EMG (ElectroMyoGram).
Neuromuscular Basics.
Modelling EMG.
Model of IAP.
The volume conductor model.
A four-layer model.
Bibliography.

Похожие разделы

Смотрите также

Agaian S., Astola J., Egiazarian K. Binary Polynomial Transforms and Nonlinear Digital Filters

формат djvu
размер 2.72 МБ
добавлен 11 августа 2011 г.

Издательство Marcel Dekker, 1995, -329 pp. Virtually all physical systems are nonlinear. It is often possible to approximate them by linear models and so utilize the rich theory of linear systems in analyzing and predicting the behaviour of a physical system. When a good enough linear approximation does not exist, and one is forced to use nonlinear models, the analysis becomes much more demanding. It is well known that there are no general appro...

Barner K.E., Arce G.R. Nonlinear Signal and Image Processing. Theory, Methods, and Applications

формат pdf
размер 30.43 МБ
добавлен 28 июня 2011 г.

Издательство CRC Press, 2004, -535 pp. Книга из серии «The Electrical Engineering and Applied Signal Processing Series» Nonlinear signal processing methods continue to grow in popularity and use. This growth is due to one factor—performance. While it is true that linear methods continue to dominate in current practice, nonlinear methods are making steady progress in moving from theoretical explorations to practical implementations. Clearly, the...

Bose N.K., Rao C.R. (eds.) Handbook of Statistics 10: Signal Processing and its Applications

формат djvu
размер 8.99 МБ
добавлен 29 ноября 2011 г.

Elsеvier Sciеnce, 1993. - 992 pages. This volume of the "Handbook of Statistics" emphasizes both theory and applications. The collection of chapters deals with the topics of fast computations and transforms in signal processing, sampling theorems, parameter estimation and signal modelling, image and multidimensional signal processing, array processing, direction-of-arrival estimation, beamforming, adaptive algorithms, multiscale signal processi...

Dahlhaus R., Kurths J., Maass P., Timmer J. (eds.) Mathematical Methods in Signal Processing and Digital Image Analysis

формат pdf
размер 7.87 МБ
добавлен 27 декабря 2011 г.

Издательство Springer, 2008, -302 pp. Interest in time series analysis and image processing has been growing very rapidly in recent years. Input from different scientific disciplines and new theoretical advances are matched by an increasing demand from an expanding diversity of applications. Consequently, signal and image processing has been established as an independent research direction in such different areas as electrical engineering, theor...

Marshall S., Sicuranza G.L. Advances in Nonlinear Signal and Image Processing

формат pdf
размер 18.79 МБ
добавлен 05 августа 2011 г.

Marshall S., Sicuranza G.L. Advances in Nonlinear Signal and Image Processing. Издательство Hindawi, 2006, 367 c. n recent years the area of nonlinear signal and image processing has emerged as a distinct research field in its own right. It has formed from a fusion of techniques which, whilst coming from very different sources, share many characteristics. These techniques have appeared for two main reasons: (i) the availability of high-powered c...

Mikles J., Fikar M. Process Modelling, Identification, and Control

формат pdf
размер 7.32 МБ
добавлен 05 августа 2011 г.

Издательство Springer, 2007, -497 pp. Control and automation in its broadest sense plays a fundamental role in process industries. Control assures stability of technologies, disturbance attenuation, safety of equipment and environment as well as optimal process operation from economic point of view. This book intends to present modern automatic control methods and their applications in process control in process industries. The processes studied...

Moreno V.M., Pigazo A. (eds.) Kalman Filter: Recent Advances and Applications

формат pdf
размер 11.45 МБ
добавлен 10 ноября 2011 г.

Издательство InTech, 2009, -604 pp. The discussion about the manned spacecraft program was initiated at NASA in 1959. Only one year later, Dr. Kalman and Dr. Schmidt linked the linear Kalman filter and the perturbation theory in order to obtain the Kalman-Schmidt filter, currently known as the extended Kalman filter. This approach would be implemented in 1961 using an IBM 704 computer (running at approximately 4000 operations per second) for si...

Saeid Sanei and J.A. Chambers, EEG Signal Processing

формат pdf
размер 8.15 МБ
добавлен 13 мая 2011 г.

Electroencephalograms (EEGs) are becoming increasingly important measurements of brain activity and they have great potential for the diagnosis and treatment of mental and brain diseases and abnormalities. With appropriate interpretation methods they are emerging as a key methodology to satisfy the increasing global demand for more affordable and effective clinical and healthcare services. Developing and understanding advanced signal processing...

Salomon D. Data Compression. The Complete Reference

Справочник

формат pdf
размер 4.82 МБ
добавлен 11 мая 2011 г.

Издательство Springer, 2004 -920 pp. Third Edition Справочник по методаи сжатия данных, включая наиболее популярные алгоритмы сжатия аудио/видео. Basic Techniques. Statistical Methods. Dictionary Methods. Image Compression. Wavelet Methods. Video Compression. Audio Compression. Other Methods.

Widrow B., Walach E. Adaptive Inverse Control. A Signal Processing Approach

формат pdf
размер 21.49 МБ
добавлен 09 августа 2011 г.

Издательство IEEE Press, 2008, -521 pp. signal processing to solve problems in dynamic systems control. Adaptive filters, whose design and behavioral characteristics are well known in the signal processing world, can be used to control plant dynamics and to minimize the effects of plant disturbance. Plant dynamic control and plant disturbance control are treated herein as two separate problems. Optimal least squares methods are developed for the...