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Introduction to Bayesian Tracking and Particle Filters

This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader to multiple target tracking by presenting usef...

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Bibliographic Details
Main Authors: Stone, Lawrence D., Streit, Roy L. (Author), Anderson, Stephen L. (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Series:Studies in Big Data
Subjects:
Big Data
Bayesian Inference
Statistics 
Data Engineering
Engineering / Data Processing
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Bayesian Single Target Tracking
  • Bayesian Particle Filtering
  • Simple Multiple Target Tracking
  • Intensity Filters

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