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This book is written for scientists and engineers who use HHT
(Hilbert-Huang Transform) to analyze data from nonlinear and
non-stationary processes. It can be treated as a HHT user manual
and a source of reference for HHT applications. The book contains
the basic principle and method of HHT and various application
examples, ranging from the correction of satellite orbit drifting
to detection of failure of highway bridges.The thirteen chapters of
the first edition are based on the presentations made at a
mini-symposium at the Society for Industrial and Applied
Mathematics in 2003. Some outstanding mathematical research
problems regarding HHT development are discussed in the first three
chapters. The three new chapters of the second edition reflect the
latest HHT development, including ensemble empirical mode
decomposition (EEMD) and modified EMD.The book also provides a
platform for researchers to develop the HHT method further and to
identify more applications.
The Hilbert-Huang Transform (HHT) represents a desperate attempt to
break the suffocating hold on the field of data analysis by the
twin assumptions of linearity and stationarity. Unlike
spectrograms, wavelet analysis, or the Wigner-Ville Distribution,
HHT is truly a time-frequency analysis, but it does not require an
a priori functional basis and, therefore, the convolution
computation of frequency. The method provides a magnifying glass to
examine the data, and also offers a different view of data from
nonlinear processes, with the results no longer shackled by
spurious harmonics - the artifacts of imposing a linearity property
on a nonlinear system or of limiting by the uncertainty principle,
and a consequence of Fourier transform pairs in data analysis. This
is the first HHT book containing papers covering a wide variety of
interests. The chapters are divided into mathematical aspects and
applications, with the applications further grouped into
geophysics, structural safety and visualization.
In this book the current knowledge on human cytomegalovirus (HCMV)
as a human pathogen is lucidly summarized, bringing the reader
fully up to date with current knowledge concerning HCMV and all the
known clincial and medical aspects of diseases caused by, and
associated with, HCMV. The book is divided into four parts: (I)
Human cytomegalovirus and human diseases; (II) human
cytomegalovirus infections and the immunocompromised host; (III)
diagnosis, treatment, and prevention of human cytomegalovirus and
human diseases; and (IV) molecular aspects of human
cytomegalovirus. Each part is put together from chapters written by
experts in the respective fields, providing basic medical and
molecular knowledge in addition to more specific understanding of
HCMV infections.
Data used to develop and confirm models suffer from several
shortcomings: the total data is too limited, the data are
non-stationary, and the data represent nonlinear processes. The
Hilbert-Huang transform (HHT) is a relatively new method that has
grown into a robust tool for data analysis and is ready for a wide
variety of applications. This text presents the first thorough
presentation of the formulation and application of the
Hilbert-Huang Transform (HHT) in engineering. After an introduction
and overview of recent advances, thirty leading international
experts explore the use of the HHT in areas such as oceanography,
nonlinear soil amplification, and non-stationary random processes.
One chapter offers a comparative analysis between HHT wavelet and
Fourier transforms, and another looks at the HHT applied to
molecular dynamic simulations. The final chapter provides
perspectives on the theory and practice of HHT and reviews
applications in disciplines ranging from biomedical, chemical, and
financial engineering to meteorology and seismology. The
Hilbert-Huang Transform in Engineering features a variety of modern
topics, and the examples presented include wide-ranging, real-life
engineering problems. While the development of the HHT is not yet
complete, this book clearly demonstrates the power and utility of
the method and will undoubtedly stimulate further interest,
theoretical advances, and innovative applications.
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