Sequential Change Detection And Hypothesis Testing PDF Download
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Author | : Alexander Tartakovsky |
Publisher | : CRC Press |
Total Pages | : 600 |
Release | : 2014-08-27 |
Genre | : Mathematics |
ISBN | : 1439838216 |
Download Sequential Analysis Book in PDF, ePub and Kindle
Sequential Analysis: Hypothesis Testing and Changepoint Detection systematically develops the theory of sequential hypothesis testing and quickest changepoint detection. It also describes important applications in which theoretical results can be used efficiently. The book reviews recent accomplishments in hypothesis testing and changepoint detecti
Author | : Alexander Tartakovsky |
Publisher | : CRC Press |
Total Pages | : 321 |
Release | : 2019-12-11 |
Genre | : Mathematics |
ISBN | : 1498757596 |
Download Sequential Change Detection and Hypothesis Testing Book in PDF, ePub and Kindle
Statistical methods for sequential hypothesis testing and changepoint detection have applications across many fields, including quality control, biomedical engineering, communication networks, econometrics, image processing, security, etc. This book presents an overview of methodology in these related areas, providing a synthesis of research from the last few decades. The methods are illustrated through real data examples, and software is referenced where possible. The emphasis is on providing all the theoretical details in a unified framework, with pointers to new research directions.
Author | : Michèle Basseville |
Publisher | : |
Total Pages | : 568 |
Release | : 1993 |
Genre | : Mathematics |
ISBN | : |
Download Detection of Abrupt Changes Book in PDF, ePub and Kindle
Presents mathematical tools and techniques for solving change detection problems in wide domains like signal processing, controlled systems and monitoring. The book covers a wide class of stochastic processes, including scalar independent observations and multidimensional dependent ARMA.
Author | : MengChu Zhou |
Publisher | : John Wiley & Sons |
Total Pages | : 898 |
Release | : 2015-03-30 |
Genre | : Technology & Engineering |
ISBN | : 1119036925 |
Download Contemporary Issues in Systems Science and Engineering Book in PDF, ePub and Kindle
Various systems science and engineering disciplines are covered and challenging new research issues in these disciplines are revealed. They will be extremely valuable for the readers to search for some new research directions and problems. Chapters are contributed by world-renowned systems engineers Chapters include discussions and conclusions Readers can grasp each event holistically without having professional expertise in the field
Author | : Edward G. Carlstein |
Publisher | : IMS |
Total Pages | : 400 |
Release | : 1994 |
Genre | : Mathematics |
ISBN | : 9780940600348 |
Download Change-point Problems Book in PDF, ePub and Kindle
Author | : Bernard C. Levy |
Publisher | : Springer Science & Business Media |
Total Pages | : 647 |
Release | : 2008-07-07 |
Genre | : Technology & Engineering |
ISBN | : 0387765425 |
Download Principles of Signal Detection and Parameter Estimation Book in PDF, ePub and Kindle
This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.
Author | : Mats Viberg |
Publisher | : Academic Press |
Total Pages | : 1013 |
Release | : 2013-08-31 |
Genre | : Technology & Engineering |
ISBN | : 0124116213 |
Download Academic Press Library in Signal Processing Book in PDF, ePub and Kindle
This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: Quickly grasp a new area of research Understand the underlying principles of a topic and its application Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved Quick tutorial reviews of important and emerging topics of research in array and statistical signal processing Presents core principles and shows their application Reference content on core principles, technologies, algorithms and applications Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic
Author | : Heinz D. Unbehauen |
Publisher | : EOLSS Publications |
Total Pages | : 524 |
Release | : 2009-10-11 |
Genre | : |
ISBN | : 1848261551 |
Download Control Systems, Robotics and AutomatioN – Volume XVI Book in PDF, ePub and Kindle
This Encyclopedia of Control Systems, Robotics, and Automation is a component of the global Encyclopedia of Life Support Systems EOLSS, which is an integrated compendium of twenty one Encyclopedias. This 22-volume set contains 240 chapters, each of size 5000-30000 words, with perspectives, applications and extensive illustrations. It is the only publication of its kind carrying state-of-the-art knowledge in the fields of Control Systems, Robotics, and Automation and is aimed, by virtue of the several applications, at the following five major target audiences: University and College Students, Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.
Author | : T. L. Lai |
Publisher | : |
Total Pages | : 24 |
Release | : 1998 |
Genre | : |
ISBN | : |
Download Sequential Multiple Hypothesis Testing and Efficient Fault Detection-isolation in Stochastic Systems Book in PDF, ePub and Kindle
Author | : Niall M Adams |
Publisher | : World Scientific |
Total Pages | : 200 |
Release | : 2014-04-04 |
Genre | : Mathematics |
ISBN | : 1783263768 |
Download Data Analysis For Network Cyber-security Book in PDF, ePub and Kindle
There is increasing pressure to protect computer networks against unauthorized intrusion, and some work in this area is concerned with engineering systems that are robust to attack. However, no system can be made invulnerable. Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of preventing, or quickly identifying, malicious activity.Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is relational, embodying a link between devices. As such, graph analysis approaches are a natural candidate. However, such methods do not scale well to the demands of real problems, and the critical aspect of the timing of communications events is not accounted for in these approaches.This book gathers papers from leading researchers to provide both background to the problems and a description of cutting-edge methodology. The contributors are from diverse institutions and areas of expertise and were brought together at a workshop held at the University of Bristol in March 2013 to address the issues of network cyber security. The workshop was supported by the Heilbronn Institute for Mathematical Research.