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stochastic models information theory and lie groups
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The Applied and Numerical Harmonic Analysis (ANHA) book series aims to provide the engineering, mathematical, and scientific communities with significant developments in harmonic analysis, ranging from abstract harmonic analysis to basic applications. The title of the series reflects the importance of applications and numerical implementation, but richness and relevance of applications and implementation depend fundamentally on the structure and depth of theoretical underpinnings. Thus, from our point of view, the interleaving of theory and applications and their creative symbiotic evolution is axiomatic.
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Applied and Numerical Harmonic Analysis
Series Editor
John J. Benedetto
University of Maryland
College Park, MD, USA
Editorial Advisory Board
Akram Aldroubi
Vanderbilt University
Nashville, TN, USA
Andrea Bertozzi
University of California
Los Angeles, CA, USA
Douglas Cochran
Arizona State University
Phoenix, AZ, USA
Hans G. Feichtinger
University of Vienna
Vienna, Austria
Christopher Heil
Georgia Institute of Technology
Atlanta, GA, USA
Stéphane Jaffard
University of Paris XII
Paris, France
Jelena Kova
ˇ
cevi
´
c
Carnegie Mellon University
Pittsburgh, PA, USA
Mauro Maggioni
Duke University
Durham, NC, USA
Thomas Strohmer
University of California
Davis, CA, USA
Yang Wang
Michigan State University
East Lansing, MI, USA
Gitta Kutyniok
Berlin, Germany
Technische Universität Berlin
Zuowei Shen
National University of Singapore
Singapore

Gregory S. Chirikjian
Stochastic Models,
Information Theory,
Analytic Methods and Modern Applications
and Lie Groups,
Volume 2

Gregory S. Chirikjian
Department of Mechanical Engineering
The Johns Hopkins University
Baltimore, MD 21218-2682
USA
gregc@jhu.edu
ISBN 978-0-8176- -2 e-ISBN 978-0-8176-
DOI 10.1007/978-0-8176-
Library of Congress Control Number:
Mathematics Subject Classification
Springer New York Dordrecht Heidelberg London
2
4943 4944-9
4944-9
(2010): 2E60, 53Bxx, 53C65, 58A15, 58J65, 60D05, 60H10, 70G45, 82C31,
94A15, 94A17
© Springer Science+Business Media, LLC 2012
Printed on acid-free paper
All rights reserved. This work may not be translated or copied in whole or in part without the written permission of
the publisher (Birkhäuser Boston, c/o Springer Science+Business Media, LLC, 233 Springer Street, New York, NY
10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with
any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed is forbidden.
The use in this publication of trade names, trademarks, service marks, and similar terms, even if they are not identified
as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights.
ience+Business Media (www.birkhauser-science.com) Springer is part of Springer Sc
2011941792
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