Track-Before-Detect Using Expectation Maximisation

Track-Before-Detect Using Expectation Maximisation
Author :
Publisher : Springer
Total Pages : 357
Release :
ISBN-10 : 9789811075933
ISBN-13 : 981107593X
Rating : 4/5 (33 Downloads)

Book Synopsis Track-Before-Detect Using Expectation Maximisation by : Samuel J. Davey

Download or read book Track-Before-Detect Using Expectation Maximisation written by Samuel J. Davey and published by Springer. This book was released on 2018-02-08 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basic concepts, the authors then move on to address extensions of the method to a broad class of tracking problems. The latter chapters present applications using recorded data from experimental radar, sonar and video sensor systems.


Track-Before-Detect Using Expectation Maximisation Related Books

Track-Before-Detect Using Expectation Maximisation
Language: en
Pages: 357
Authors: Samuel J. Davey
Categories: Technology & Engineering
Type: BOOK - Published: 2018-02-08 - Publisher: Springer

DOWNLOAD EBOOK

This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to
Bayesian Time Series Models
Language: en
Pages: 432
Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2011-08-11 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

The first unified treatment of time series modelling techniques spanning machine learning, statistics, engineering and computer science.
Audio Source Separation and Speech Enhancement
Language: en
Pages: 506
Authors: Emmanuel Vincent
Categories: Technology & Engineering
Type: BOOK - Published: 2018-07-24 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Learn the technology behind hearing aids, Siri, and Echo Audio source separation and speech enhancement aim to extract one or more source signals of interest fr
Integrated Tracking, Classification, and Sensor Management
Language: en
Pages: 738
Authors: Mahendra Mallick
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-03 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few dec
Advanced Technologies for Security Applications
Language: en
Pages: 312
Authors: Claudio Palestini
Categories: Science
Type: BOOK - Published: 2020-06-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

Technology has been the spark that ignited NATO’s interest and commitment to scientific advancement during its history. Since its creation, the Science for Pe