Title :
A signal processing module for non-destructive targeting of termite activity using the Spectral Kurtosis and the Discrete Wavelet Transform
Author :
Gonzalez de-la-Rosa, J.J. ; Moreno Munoz, A. ; Puntonet, C.G.
Author_Institution :
Comput. Instrum. & Ind. Electron., EPSA, Algeciras-Cádiz, Spain
Abstract :
In this paper we present the operation results of a portable computer-based measurement equipment conceived to perform non-destructive testing of suspicious termite infestations. Its signal processing module is based in the Spectral Kurtosis (SK), with the de-noising complement of the Discrete Wavelet Transform (DWT). The SK pattern allows the targeting of alarms and activity signals. The DWT complements the SK, by keeping the successive approximations of the termite emissions, supposed more non-gaussian (less noisy) and with less entropy than the detail approximations. For a given mother wavelet, the maximum acceptable level, in the wavelet decomposition tree, which preserves the insects´ emissions features, depends on the comparative evolution of the approximations details´ entropies, and the value of the global spectral kurtosis associated to the approximation of the separated signals. The paper explains the detection criterion by showing real-life recordings.
Keywords :
discrete wavelet transforms; nondestructive testing; signal processing; discrete wavelet transform; nondestructive targeting; portable computer-based measurement equipment; signal processing module; spectral kurtosis; termite activity; wavelet decomposition tree; Approximation methods; Entropy; Europe; Instruments; Signal processing; Time-frequency analysis;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne