Title :
Efficient algorithm and hardware/software co-design for chirp echo estimation in ultrasonic NDE applications
Author :
Kasaeifard, Alireza ; Saniie, Jafar
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
In this study, a computationally efficient method for echo detection and pulse compression based on ellipse fitting on the time-frequency representation of the signal is investigated. The algorithm successively estimates the chirplet parameters to decompose convoluted signals into a linear combination of chirp components. Analytical results show that the algorithm is efficient and successful in signal representation. For the real-time application, an embedded implementation of the ellipse fitting is implemented on Xilinx Vitex-5 FPGA platform. Based on the system constraints and the efficiency of estimations, the performances of different algorithm implementation schemes have been examined. The developed system-on-chip hardware/software co-design successfully demonstrates robustness in the chirplet decomposition of experimental signals.
Keywords :
acoustic signal detection; echo; hardware-software codesign; pulse compression; system-on-chip; Xilinx Vitex-5 FPGA platform; algorithm implementation schemes; chirp components; chirp echo estimation; chirplet decomposition; chirplet parameters; convoluted signals; echo detection; ellipse fitting; embedded implementation; pulse compression; real-time application; robustness design; signal representation; system constraints; system-on-chip hardware-software codesign; time-frequency representation; time-frequency signal representation; ultrasonic NDE applications; Acoustics; Algorithm design and analysis; Chirp; Estimation; Fitting; Hardware; Software; Chirp echoes; ellipse fitting; hardware/software co-design; ultrasonic signal decomposition;
Conference_Titel :
Ultrasonics Symposium (IUS), 2012 IEEE International
Conference_Location :
Dresden
Print_ISBN :
978-1-4673-4561-3
DOI :
10.1109/ULTSYM.2012.0366