Beyond the Kalman filter : particle filters for tracking applications /

Main Author: Ristic, Branko.
Other Authors: Arulampalam, Sanjeev., Gordon, Neil,
Format: Book
Language:English
Published: Boston, MA : Artech House, c2004.
Subjects:
Table of Contents:
  • Introduction
  • Suboptimal nonlinear filters
  • A tutorial on particle filters
  • Cramer-Rao bounds for nonlinear filtering
  • Tracking a ballistic object on reentry
  • Bearings-only tracking
  • Range-only tracking
  • Bistatic radar tracking
  • Tracking targets through the blind doppler
  • Terrain-aided tracking
  • Detection and tracking of stealthy targets
  • Group and extended object tracking
  • Epilogue.