DocumentCode
3369145
Title
Performance of amplitude information PMHT algorithm for underwater target tracking
Author
Ceylan, Serkan ; Efe, Murat
fYear
2010
fDate
22-24 April 2010
Firstpage
455
Lastpage
458
Abstract
In spite of increased number of measurements PHMT algorithm is preferred for underwater multi target tracking because of properties like linearly increased computational complexity, ability to take more than one measurement for a target at a sampling time. Another important point of PMHT is its flexible and easily modifiable model. Underwater target tracking algorithms generally use range and bearing information for tracking. In sonar systems amplitude information is one of the outputs of signal processing and is used for declaring the target detection. According to different studies in literature amplitude information helps to solve the problem of target measurement ambiguity which is caused by highly cluttered underwater multi target tracking. Echo amplitude information is applied to the PHMT algorithm and the performance results are given in this paper.
Keywords
computational complexity; object detection; probability; sonar signal processing; target tracking; amplitude information PMHT algorithm; computational complexity; high cluttered underwater multitarget tracking algorithms; probabilistic multihypothesis tracker algorithm; signal processing; sonar system amplitude information; target detection; target measurement; Probabilistic logic; Sonar detection; Target tracking; Time measurement; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2010 IEEE 18th
Conference_Location
Diyarbakir
Print_ISBN
978-1-4244-9672-3
Type
conf
DOI
10.1109/SIU.2010.5653697
Filename
5653697
Link To Document