Title :
Efficient and Effective VLSI Architecture for a Wavelet-based Broadband Sonar Signal Detection System
Author :
Cheng, Sheng ; Tseng, Chien-Hsun ; Cole, Marina
Author_Institution :
Univ. of Warwick, Coventry
Abstract :
A compact and fast hardware architecture using a digital approximation and current VLSI technology as a field-programmable gate array (FPGA) structure has been developed for applications in broadband sonar signal detection. The VLSI implementation is sought to maximize the speed of a hybrid algorithm developed previously for the underwater active sonar echolocation system. It consists of two parts: Discrete Wavelet Transform (DWT) filtering bank, and Continuous Wavelet Transform (CWT) convolver. The DWT filtering bank is employed to minimize the unwanted sonar channel characteristics thus enhancing the signal received from the target. The output of the DWT denoising block is then processed by the CWT convolver in order to estimate target´s motion parameters. Simulation results obtained have clearly demonstrated the capability of the VLSI architecture in providing the very efficient and accurate solution in sonar signal detection.
Keywords :
VLSI; channel bank filters; discrete wavelet transforms; field programmable gate arrays; signal denoising; signal detection; sonar signal processing; DWT denoising block; VLSI architecture; continuous wavelet transform convolver; digital approximation; discrete wavelet transform filtering bank; field-programmable gate array; sonar channel characteristics; wavelet-based broadband sonar signal detection system; Channel bank filters; Continuous wavelet transforms; Convolvers; Discrete wavelet transforms; Field programmable gate arrays; Filter bank; Filtering; Signal detection; Sonar detection; Very large scale integration;
Conference_Titel :
Electronics, Circuits and Systems, 2007. ICECS 2007. 14th IEEE International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4244-1377-5
Electronic_ISBN :
978-1-4244-1378-2
DOI :
10.1109/ICECS.2007.4511061