Title :
Performance of Histogram PMHT algorithm for underwater target tracking
Author :
Ceylan, Serkan ; Efe, Murat
Abstract :
Conventional trackers are point trackers but in the case of distribution of signal across several sensor cells, point measurement estimation routine exposes problems. In addition to this knowledge of target and noise whose spectra is known, has been shown to significantly improve the ability to maintain track in multitarget tracking problem where targets intefere with each other. It has been shown that the Histogram PMHT has the ability to track targets distributed across several sensor cells. In this paper the performance of Histogram PMHT design parameters for different target motion types will be presented.
Keywords :
geophysical signal processing; oceanographic techniques; sensors; target tracking; histogram PMHT algorithm performance; histogram PMHT design parameters; multitarget tracking problem; point measurement estimation; point trackers; probabilistic multihypothesis tracker; sensor cells; signal distribution; underwater target tracking; Aerospace engineering; Estimation; Histograms; Information filters; Markov processes; Target tracking;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2010 IEEE 18th
Conference_Location :
Diyarbakir
Print_ISBN :
978-1-4244-9672-3
DOI :
10.1109/SIU.2010.5653905