Wavelet Theory and its Applications (The Springer International Series in Engineering and Computer Science) [Hardcover]

Randy K. Young (Author)

Book Description

Publication Date: September 30, 1992 | ISBN-10: 079239271X | ISBN-13: 978-0792392712 | Edition: 1

This book reviews, extends, and applies wavelet theory, concentrating on the practical applications. Many pictures provide visualizations of wavelet theory and its new extentions, as well as relationships to established concepts. Wavelet theory is integrated with other general theories, including linear systems theory and template matching or matched filtering. These relationships create analogies with related research and connections to practical applications. In addition, by demonstrating the effectiveness of wavelet theory in these general applications, many other specific applications may be improved. Temporal and spatial signals and systems are considered. The properties of the wavelet transform representation are sensitive to the chosen mother wavelet (the kernel of the wavelet transform, analogous to the exponential function in a Fourier transform). These properties are examined and techniques for analyzing these sensitivities are presented. Wavelet theory is extended with the new mother mapper operator that efficiently maps a wavelet transform with respect to one mother wavelet to a new wavelet transform with respect to a different mother wavelet. The mother mapper efficiently calculates concise wavelet representations that utilize multiple mother wavelets. The mother mapper operator is also employed to efficiently compute 'cross' wavelet transforms or wideband cross ambiguity functions; these 'cross' operators extract the 'commonalities' between two signals or systems to determine the existence or structure of these commonalities. An original system model, the space-time varying (STV) wavelet operator, is constructed with wavelet theory. As a special case, the STV model can represent linear time-invariant (LTI) systems. LTI systems are represented by the one-dimensional (1D) impulse response. This one-dimensional impulse response is the center slice of the two-dimensional (2D) STV representation. Both the LTI and STV models can also be made to vary with time (leading to 2D and 3D models, respectively). The advantages of the new STV model are expolited to characterize or image an environment. Physically, the STV wavelet operator creates an output by summing weighted, scaled and translated replicas of the input; these weights are the new system model. This is analogous to the LTI system model in which the output is a weighed sum of translated replicas of the input signal; with the weights being the LTI system model, the impulse response. Obviously, time scaling is the additional feature of the STV wavelet representation and is also the key to efficient representations of the wideband reflection or scattering process and improved estimation gains. By including the scaling operation as part of the STV system model (that is independent of time), the estimation process for this new system model can account for the linear time variation of the system and thus, have a valid model over a long interval of time. By estimating over a long interval of time, more robust and higher gain and resolution estimates can be formed.

Product Details

• Hardcover: 244 pages
• Publisher: Springer; 1 edition (September 30, 1992)
• Language: English
• ISBN-10: 079239271X
• ISBN-13: 978-0792392712
• Product Dimensions: 9.3 x 6.2 x 0.8 inches
• Shipping Weight: 15.2 ounces (View shipping rates and policies)
• Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
• Amazon Best Sellers Rank: #1,422,166 in Books (See Top 100 in Books)

More About the Author

Discover books, learn about writers, read author blogs, and more.

Customer Reviews

Most Helpful Customer Reviews

5.0 out of 5 stars Best Introduction to Wavelets for Electrical Engineers, December 12, 2004

By 

Edward C. Barile (Massachusetts) - See all my reviews
(REAL NAME)   

This review is from: Wavelet Theory and its Applications (The Springer International Series in Engineering and Computer Science) (Hardcover)

Randy Young's book is perhaps the best way I have found to learn about wavelet theory. It is very direct, simple and easy to understand. The core of the subject is presented without all of the complications of a more detailed presentation.

I would recommend reading this short book carefully before undertaking any study of wavelets if you have an Electrical Engineering background.