Residential College | false |
Status | 已發表Published |
A Maneuvering Target Detecting Method Based on Lifting Wavelet Transform Algorithm | |
Shi Jianfang; Qi Le; He Chengwei | |
2008 | |
Conference Name | IEEE International Conference on Cybernetic Intelligent Systems (CIS 2008) |
Source Publication | 2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2 |
Conference Date | SEP 21-24, 2008 |
Conference Place | Chengdu, PEOPLES R CHINA |
Abstract | Signals which is composed of all kinds of different frequencies can be decomposed into different frequency domains by using wavelet transform to realize de-noising efficiently. Lifting wavelet algorithm has some advantages, such as simple computing, easy programming, and fast speed. A quick method of maneuvering detection based on lifting wavelet transform algorithm is proposed. Multi-resolution measure data can be obtained by using lifting wavelet transform in the algorithm which has the advantages of computing easier, maneuvering detection delay smaller and detection probability higher. A framework of five-layer lifting wavelet decomposition was used for target movement track, the out-put multi-resolution measure data are used to update the target state of interacting multi-model algorithm. Simulation result shows that the algorithm can extract the maneuvering of target from strong-noisy circumstance, and display maneuvering moment clearly. Tracking performance is improved. |
Keyword | Target Tracking Maneuvering Detection Lifting Wavelet Transform |
DOI | 10.1109/ICCIS.2008.4670851 |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence ; Computer Science, Cybernetics |
WOS ID | WOS:000269285300120 |
Scopus ID | 2-s2.0-57649205723 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | University of Macau |
Affiliation | College of Information Engineering, Taiyuan University of Technology, 030024, China |
Recommended Citation GB/T 7714 | Shi Jianfang,Qi Le,He Chengwei. A Maneuvering Target Detecting Method Based on Lifting Wavelet Transform Algorithm[C], 2008. |
APA | Shi Jianfang., Qi Le., & He Chengwei (2008). A Maneuvering Target Detecting Method Based on Lifting Wavelet Transform Algorithm. 2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment