Mixed Vibration Signal Separation and Moving Object Detection Based on Independent Component Analysis

Abstract:

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This article briefly describes the basic theory of independent component analysis (ICA) and algorithms. Independent component analysis (ICA) method is employed to separate the mixed vibration signal, measured from linear sensor array. By calculating the spatial spectrum function, identification and tracking of multiple moving targets achieved. The results show that, ICA can successfully detect and track multiple targets.

Info:

Periodical:

Advanced Materials Research (Volumes 328-330)

Edited by:

Liangchi Zhang, Chunliang Zhang and Zichen Chen

Pages:

2113-2116

DOI:

10.4028/www.scientific.net/AMR.328-330.2113

Citation:

N. Qiang and F. Xiang, "Mixed Vibration Signal Separation and Moving Object Detection Based on Independent Component Analysis", Advanced Materials Research, Vols. 328-330, pp. 2113-2116, 2011

Online since:

September 2011

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Price:

$35.00

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