Real Time Approximation of a Function by a Sum of Complex Exponentials
Utilizing the Matrix Pencil Approach
World Scientific Publishing Co Pte Ltd
Published on 1. March 1995
Book
Hardback
30 pages
978-981-02-1819-5 (ISBN)
Description
Many problems in applied engineering and mathematical modelling require fitting a sum of complex exponentials to a given data set. This type of modeling makes it possible to go beyond the Raleigh limit introduced by Fourier techniques. This textbook shows how a set of complex data can be modeled by a sum of complex exponentials using the matrix pencil technique. The technique is computationally efficient and robust to coloured noise; and the results should be of use in many areas of data prediction and forecasting, eg, radar and sonar data analysis, including spectral estimation and extending the resolution of measured data.
More details
Language
English
Place of publication
Singapore
Singapore
Target group
Professional and scholarly
ISBN-13
978-981-02-1819-5 (9789810218195)
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Schweitzer Classification
Persons
Author
Syracuse University, USA
University of Melbourne, Australia