Comparative analysis of the efficiency of the Kalman filter and particle filter in solving the problem of object tracking in a seismic security system
- 1 January 2014
- journal article
- Published by Allerton Press in Optoelectronics, Instrumentation and Data Processing
- Vol. 50 (1) , 54-60
Abstract
Algorithms of filtration of trajectory points with the use of the Kalman filter and particle filter are studied from the viewpoint of object tracking in a seismic security system. A comparative analysis of the algorithms is performed in terms of the accuracy of determining the coordinates of the object trajectory points and computational complexity.Keywords
This publication has 3 references indexed in Scilit:
- Tracking with classification-aided multiframe data associationIEEE Transactions on Aerospace and Electronic Systems, 2005
- Novel approach to nonlinear/non-Gaussian Bayesian state estimationIEE Proceedings F Radar and Signal Processing, 1993
- An Assessment of the Navigation and Course Corrections for a Manned Flyby of Mars or VenusIEEE Transactions on Aerospace and Electronic Systems, 1966