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Volume 29 Issue 5
Jan.  2011
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Qin Wei-hua, Hu Fei, Hou Xue-mei. Tracks Correlation Algorithm Based on Wavelet Transform[J]. Journal of Electronics & Information Technology, 2007, 29(5): 1027-1030. doi: 10.3724/SP.J.1146.2005.01118
Citation: Qin Wei-hua, Hu Fei, Hou Xue-mei. Tracks Correlation Algorithm Based on Wavelet Transform[J]. Journal of Electronics & Information Technology, 2007, 29(5): 1027-1030. doi: 10.3724/SP.J.1146.2005.01118

Tracks Correlation Algorithm Based on Wavelet Transform

doi: 10.3724/SP.J.1146.2005.01118
  • Received Date: 2005-09-05
  • Rev Recd Date: 2006-05-15
  • Publish Date: 2007-05-19
  • A new self-adaptive tracks correlation algorithm is proposed based on the wavelet frame condition and multi-resolution transform. The target track sequences can be decompounded to the whole trend and the detailed character of the tracks to solve tracks correlation problem. This algorithm may adapt well to the maneuvering and non-maneuvering targets tracks correlation. Furthermore, the theory analysis and simulation results show this algorithm is effective.
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  • Chang C B and Youens L C. Measurement correlation for multiple sensor tracking in a dense environment[J].IEEE Trans. on Automatic Control.1982, 27(6):1250-1252[2]Bar-Shalom Y. On the track-to-track correlation problem[J].IEEE Trans. on Automatic Control.1981, 26(2):571-572[3]何友,王国宏等. 多传感器信息融合及应用. 北京: 电子工业出版社, 2000, 第7章.[4]Wide P. Fuzzy logic data correlation approach in multisensor-multitarget tracking system. IEEE Trans. on Signal Processing, 1999, 76(2): 195-209.[5]Wilson J F. A fuzzy logic multisensor association algorithm. SPIE, 1997, 3068(3): 76-78.[6]徐毓, 金以慧. 多尺度小波变换提取趋向的异步航迹关联方法[J]. 信号处理, 2003, 19(2): 432-436.[7]覃作鹏, 徐毓. 一种利用小波变换进行航迹关联的方法[J]. 雷 达与对抗, 2003(1): 15-7.杨福生. 小波变换的工程分析与应用. 北京: 科学出版社, 2003, 第3章.[8]Donoho D L and Johnstone I M. Ideal spatial adaptation via wavelet shrinkage[J].Biometrika.1994, 81(12):425-455[9]Donoho D L. De-noising by solf-thresholding[J].IEEE Trans. on Information Theory.1995, 41(3):613-627
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