DocumentCode
501436
Title
An Improved Viterbi Algorithm for PMMW Moving Targets Detection
Author
Liangchao, Li ; Jianyu, Yang ; Junli, Wang
Author_Institution
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China (UESTC), Chengdu, China
Volume
1
fYear
2009
fDate
15-17 May 2009
Firstpage
772
Lastpage
775
Abstract
For the detecting moving target, an Improved Viterbi Algorithm (IVA) is a useful technique for a Track Before Detect (TBD) architecture implementation, designed to track and detect dim maneuvering targets from an image sequence under low signal-to-noise ratio(SNR) conditions. It especially suits real passive millimeter wave (PMMW) as the objects radiant energy is very weak. The IVA does a search over all the possible state sequences, marking probable tracks by scanning each pixel in each frame, and determining where it was likely to originate from in the previous image. In this paper the real time calculation of detecting threshold and the IVA process is described. The experimental results show that the IVA performs well for dim PMMW image sequences at low SNR environment with complex background.
Keywords
Viterbi detection; image sequences; millimetre wave imaging; object detection; PMMW moving targets detection; Viterbi algorithm; image sequences; passive millimeter wave; Computational complexity; Design engineering; Image sequences; Information technology; Millimeter wave technology; Object detection; Signal design; Target tracking; Trajectory; Viterbi algorithm; IVA; PMMW; TBD; threshold;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Applications, 2009. IFITA '09. International Forum on
Conference_Location
Chengdu
Print_ISBN
978-0-7695-3600-2
Type
conf
DOI
10.1109/IFITA.2009.473
Filename
5231777
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