Title :
The use of particle filtering for detecting a high maneuvering target
Author :
Belokurov, V.A. ; Kozlov, D.N.
Author_Institution :
Ryazan State Radio Eng. Univ., Novosibirsk, Russia
Abstract :
This paper shows that the performance of particle filter track-before-detect algorithms significantly degrades if they do not consider high maneuverability of the target. We propose the track-before-detect algorithm that takes into account accelerating a target during integration time. Receiver operating characteristics for various parameters show the efficiency of the proposed algorithm.
Keywords :
object detection; particle filtering (numerical methods); high maneuvering target; particle filter track-before-detect algorithms; particle filtering; receiver operating characteristics; Acceleration; Algorithm design and analysis; Approximation algorithms; Particle filters; Radar tracking; Signal to noise ratio; Target tracking; Particle filter; acceleration; maneuvering target;
Conference_Titel :
Actual Problems of Electronics Instrument Engineering (APEIE), 2014 12th International Conference on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4799-6019-4
DOI :
10.1109/APEIE.2014.7040910
