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Author : Josep Vidal Manzano
Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.:/5 (83 download)
Download or read book Non-gaussian ARMA Estimation Based on Higher-order Statistics written by Josep Vidal Manzano and published by . This book was released on 1993 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Asoke Nandi
Publisher : Springer Science & Business Media
ISBN 13 : 9780792384427
Total Pages : 298 pages
Book Rating : 4.3/5 (844 download)
Download or read book Blind Estimation Using Higher-Order Statistics written by Asoke Nandi and published by Springer Science & Business Media. This book was released on 1999-01-31 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the signal-processing research community, a great deal of progress in higher-order statistics (HOS) began in the mid-1980s. These last fifteen years have witnessed a large number of theoretical developments as well as real applications. Blind Estimation Using Higher-Order Statistics focuses on the blind estimation area and records some of the major developments in this field. Blind Estimation Using Higher-Order Statistics is a welcome addition to the few books on the subject of HOS and is the first major publication devoted to covering blind estimation using HOS. The book provides the reader with an introduction to HOS and goes on to illustrate its use in blind signal equalisation (which has many applications including (mobile) communications), blind system identification, and blind sources separation (a generic problem in signal processing with many applications including radar, sonar and communications). There is also a chapter devoted to robust cumulant estimation, an important problem where HOS results have been encouraging. Blind Estimation Using Higher-Order Statistics is an invaluable reference for researchers, professionals and graduate students working in signal processing and related areas.
Author : Asoke Kumar Nandi
Publisher : Springer Science & Business Media
ISBN 13 : 1475729855
Total Pages : 290 pages
Book Rating : 4.4/5 (757 download)
Download or read book Blind Estimation Using Higher-Order Statistics written by Asoke Kumar Nandi and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the signal-processing research community, a great deal of progress in higher-order statistics (HOS) began in the mid-1980s. These last fifteen years have witnessed a large number of theoretical developments as well as real applications. Blind Estimation Using Higher-Order Statistics focuses on the blind estimation area and records some of the major developments in this field. Blind Estimation Using Higher-Order Statistics is a welcome addition to the few books on the subject of HOS and is the first major publication devoted to covering blind estimation using HOS. The book provides the reader with an introduction to HOS and goes on to illustrate its use in blind signal equalisation (which has many applications including (mobile) communications), blind system identification, and blind sources separation (a generic problem in signal processing with many applications including radar, sonar and communications). There is also a chapter devoted to robust cumulant estimation, an important problem where HOS results have been encouraging. Blind Estimation Using Higher-Order Statistics is an invaluable reference for researchers, professionals and graduate students working in signal processing and related areas.
Author : Georgios B. Giannakis
Publisher :
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4.X/5 (4 download)
Download or read book On estimating non-causal non-minimum phase arma models of non-gaussian processes written by Georgios B. Giannakis and published by . This book was released on 1988 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Georgios B. Giannakis
Publisher :
ISBN 13 :
Total Pages : 82 pages
Book Rating : 4.X/5 (4 download)
Download or read book Cumulant based order determination of non-gaussian arma models written by Georgios B. Giannakis and published by . This book was released on 1987 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.:/5 (318 download)
Download or read book Workshop on Higher-Order Spectral Analysis written by and published by . This book was released on 1989 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Keh-Shin Lii
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (227 download)
Download or read book Model Identification and Estimation of NonGaussian ARMA Processes written by Keh-Shin Lii and published by . This book was released on 1982 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finite parameter models of ARMA type have been used extensively in many applications. Under the usual Gaussian assumption, the second order analysis will not be able to discriminate among competing models which give the same correlation structure. In many applications the innovation process is non-Gaussian. In this case, analysis using higher order moments will identify the model uniquely without the usual invertibility assumption. This in turn will affect the forecasting based on the non-Gaussian model. We present a method which uses bispectral analysis and the Pade approximation. We show that the method will consistently identify the order of the ARMA model and estimate the parameters of the model. One could also deconvolve the process to estimate the innovative process which will provide information for possible more efficient maximum likelihood estimation of the parameters. Asymptotic distributions are given, and a few examples are presented to illustrate the effectiveness of the method. (Author).
Author : Boualem Boashash
Publisher :
ISBN 13 :
Total Pages : 560 pages
Book Rating : 4.0/5 ( download)
Download or read book Higher-order Statistical Signal Processing written by Boualem Boashash and published by . This book was released on 1995 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher-Order Statistical Signal Processing brings together some most recent innovations in the field of higher-order statistical signal processing. It is structured to provide a comprehensive understanding of the fundamentals of the discipline, as well as a treatment of recent advances.
Author : David Guy
Publisher :
ISBN 13 :
Total Pages : 430 pages
Book Rating : 4.3/5 (121 download)
Download or read book The Application of Higher Order Statistics to Non-linear Model Identification and Parameter Estimation in the Time and Frequency Domains written by David Guy and published by . This book was released on 1992 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Georgios B. Giannakis
Publisher :
ISBN 13 :
Total Pages : 80 pages
Book Rating : 4.X/5 (4 download)
Download or read book Noise cancelers based on higher-order statistics written by Georgios B. Giannakis and published by . This book was released on 1989 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Georgios B. Giannakis
Publisher :
ISBN 13 :
Total Pages : 106 pages
Book Rating : 4.X/5 (4 download)
Download or read book Identification of non-minimum phase systems using higher order statistics written by Georgios B. Giannakis and published by . This book was released on 1987 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jerry M. Mendel
Publisher : Pearson Education
ISBN 13 : 0132440792
Total Pages : 891 pages
Book Rating : 4.1/5 (324 download)
Download or read book Lessons in Estimation Theory for Signal Processing, Communications, and Control written by Jerry M. Mendel and published by Pearson Education. This book was released on 1995-03-14 with total page 891 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimation theory is a product of need and technology. As a result, it is an integral part of many branches of science and engineering. To help readers differentiate among the rich collection of estimation methods and algorithms, this book describes in detail many of the important estimation methods and shows how they are interrelated. Written as a collection of lessons, this book introduces readers o the general field of estimation theory and includes abundant supplementary material.
Author : Tianshuang Qiu
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110465132
Total Pages : 662 pages
Book Rating : 4.1/5 (14 download)
Download or read book Signal Processing and Data Analysis written by Tianshuang Qiu and published by Walter de Gruyter GmbH & Co KG. This book was released on 2018-07-09 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents digital signal processing theories and methods and their applications in data analysis, error analysis and statistical signal processing. Algorithms and Matlab programming are included to guide readers step by step in dealing with practical difficulties. Designed in a self-contained way, the book is suitable for graduate students in electrical engineering, information science and engineering in general.
Author : Georgios B. Giannakis
Publisher :
ISBN 13 :
Total Pages : 72 pages
Book Rating : 4.X/5 (4 download)
Download or read book Cumulant and polyspectral measures for non-Gaussian signal classification and estimation written by Georgios B. Giannakis and published by . This book was released on 1989 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Boaz Porat
Publisher : Courier Dover Publications
ISBN 13 : 0486462986
Total Pages : 468 pages
Book Rating : 4.4/5 (864 download)
Download or read book Digital Processing of Random Signals written by Boaz Porat and published by Courier Dover Publications. This book was released on 2008-02-29 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This excellent advanced text rigorously covers several topics. Geared toward students of electrical engineering, its material is sufficiently general to be applicable to other engineering fields. 1994 edition.
Author :
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 408 pages
Book Rating : 4.3/5 (91 download)
Download or read book Signal Processing Workshop on Higher-Order Statistics, June 7-9, 1993, Stanford Sierra Group, South Lake Tahoe, CA, USA. written by and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1993 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : David J. Daniels
Publisher : IET
ISBN 13 : 0863413609
Total Pages : 754 pages
Book Rating : 4.8/5 (634 download)
Download or read book Ground Penetrating Radar written by David J. Daniels and published by IET. This book was released on 2004-08-20 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the key elements of the subject of surface penetrating radar, and in general terms the inter-relationship between those topics in electromagnetism, soil science, geophysics and signal processing which form part of its design.
