Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Coherence

Coherence

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031133305
Condition
New
Product Description

This book organizes principles and methods of signal processing and machine learning into the framework of coherence. The book contains a wealth of classical and modern methods of inference, some reported here for the first time. General results are applied to problems in communications, cognitive radio, passive and active radar and sonar, multi-sensor array processing, spectrum analysis, hyperspectral imaging, subspace clustering, and related. The reader will find new results for model fitting; for dimension reduction in models and ambient spaces; for detection, estimation, and space-time series analysis; for subspace averaging; and for uncertainty quantification. Throughout, the transformation invariances of statistics are clarified, geometries are illuminated, and null distributions are given where tractable. Stochastic representations are emphasized, as these are central to Monte Carlo simulations. The appendices contain a comprehensive account of matrix theory, the SVD, the multivariate normal distribution, and many of the important distributions for coherence statistics. The book begins with a review of classical results in the physical and engineering sciences where coherence plays a fundamental role. Then least squares theory and the theory of minimum mean-squared error estimation are developed, with special attention paid to statistics that may be interpreted as coherence statistics. A chapter on classical hypothesis tests for covariance structure introduces the next three chapters on matched and adaptive subspace detectors. These detectors are derived from likelihood reasoning, but it is their geometries and invariances that qualify them as coherence statistics. A chapter on independence testing in space-time data sets leads to a definition of broadband coherence, and contains novel applications to cognitive radio and the analysis of cyclostationarity. The chapter on subspace averaging reviews basic results and derives an order-fitting rule for determining the dimension of an average subspace. These results are used to enumerate sources of acoustic and electromagnetic radiation and to cluster subspaces into similarity classes. The chapter on performance bounds and uncertainty quantification emphasizes the geometry of the Cramr-Rao bound and its related information geometry.

Available Colors
Available Sizes
1 Offer Price Range: $149.00 - $149.00
BEST PRICE

Single Product Purchase

$149.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$149.00 $149.00

$149.00
See Site In stock Visit Store

Similar Products

Separations of f Elements

$109.99

Assembly Line Planning and Control

$119.99

Sustainable Infrastructure Development

$249.99

Politisches Denken. Jahrbuch 1993

$39.99

OpenMP in the Petascale Era

$39.99

Quantum Computing verstehen

$44.99

The Return Movement of Jews to Austria after the Second World War

$54.99

Design of Self-Assembling Materials

$54.99

Gefhlte Zukunft

$84.99

Die Ausformung einer Prozessordnung sui generis durch das ICTY unter Bercksichtigung des Fair-Trial

$89.00

Eignung fr den Lehrerberuf

$64.99

Computer Supported Education

$54.99

Metaverse

$189.00

Mathematik ist wunderwunderschn

$9.99

Finsler and Lagrange Geometries

$109.99

The Medieval Heritage in Early Modern Metaphysics and Modal Theory, 14001700

$169.99

Satyajit Ray's The Chess Players and Postcolonial Film Theory

$39.99

Das Wuppertal Haus

$49.99

Fractal Symmetry of Protein Interior

$54.99

Religion and Development in the Global South

$99.99

Alternatives to Imprisonment in England and Wales, Germany and Turkey

$129.00

Hat das Menschengeschlecht eine biologische Zukunft?

$69.99

Systemisches Denken und therapeutischer Proze

$59.99

Konsumverhalten verstehen, beeinflussen und messen

$59.99

I Got the School Spirit

$4.49

Intelligence and Realism

$45.00

Die Weinsteuer vom Standpunkt der Gerechtigkeit, des Finanzbedarfes und des frdernden Schutzes von

$59.99

Elliptic Curves over Number Fields with Prescribed Reduction Type

$44.99

AdS/CFT Duality User Guide

$79.99

Netzwerk Weltpolitik

$59.99

GISTs - Gastrointestinal Stromal Tumors

$109.99

The Schur Complement and Its Applications

$169.99

Tumors of the Liver

$84.99

Untersuchungen ber den Einflu von Abwasser Organismen auf Krankheitserreger

$54.99

Chirurgische Therapie von Skelettmetastasen

$69.99

Reinventing the Methodology of Studying Contemporary China

$84.99

Advances and Technical Standards in Neurosurgery

$39.99

Integrated Design Engineering

$149.00

Students with Both Gifts and Learning Disabilities

$109.99

Introduction to SIMULA 67

$54.99