Title :
A method based on ICA and multiple VQ for acoustic target identification
Author :
Zhang, Jianqiang ; Yang, Hongmei ; Li, Yaobo ; Liu, Enyang ; Chen, Gong
Author_Institution :
Electron. Eng. Coll., Naval Univ. of Eng., Wuhan
Abstract :
An identification method based on multiple template vector quantization is proposed through extracting LPC characteristic from acoustic target under noise surroundings. This paper introduces an approach for training acoustic target codebooks in the battlefield using multiple session training samples with every target having multiple codebooks. Finally target is identified by vector quantization. Simulation indicates this method is effective in noisy target identification.
Keywords :
acoustic signal processing; independent component analysis; linear predictive coding; target tracking; vector quantisation; LPC characteristic; acoustic target codebook; acoustic target identification; independent component analysis; multiple template vector quantization; noise surroundings; noisy target identification; Acoustic noise; Acoustic waves; Acoustical engineering; Degradation; Higher order statistics; Independent component analysis; Linear predictive coding; Predictive models; Target recognition; Vector quantization; LPC; multiple template vector quantization; simulation; target recognition;
Conference_Titel :
Information and Automation, 2008. ICIA 2008. International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-2183-1
Electronic_ISBN :
978-1-4244-2184-8
DOI :
10.1109/ICINFA.2008.4608269