Title :
FPGA-based adaptive noise cancellation for ultrasonic NDE application
Author :
Brady, Christopher ; Arbona, Jessica ; Ahn, In Soo ; Lu, Yufeng
Author_Institution :
Dept. of Electr. & Comput. Eng., Bradley Univ., Peoria, IL, USA
Abstract :
Adaptive filter has been widely used in different applications for interference cancellation, predication, inverse modeling and identifications. In this paper, Field Programmable Gate Array (FPGA)-based adaptive noise cancellation is studied for adaptive filtering in ultrasonic non-destructive evaluation. Simulation and experimental results showed that backscattered noise from microstructures inside material can be efficiently reduced by adaptive filter. Additionally, four different architectures of filter realization on FPGA are discussed and compared. This type of study could have a broad range of applications such as target detection, object localization and pattern recognition.
Keywords :
adaptive filters; field programmable gate arrays; interference suppression; nondestructive testing; FPGA-based adaptive noise cancellation; adaptive filter; field programmable gate array-based adaptive noise cancellation; interference cancellation; inverse modeling; object localization; pattern recognition; target detection; ultrasonic NDE application; ultrasonic nondestructive evaluation; Adaptation models; Adaptive filters; Finite impulse response filter; Noise cancellation; Simulation; FPGA; adaptive filter; non-destructive evaluation; ultrasonic backscattered signal;
Conference_Titel :
Electro/Information Technology (EIT), 2012 IEEE International Conference on
Conference_Location :
Indianapolis, IN
Print_ISBN :
978-1-4673-0819-9
DOI :
10.1109/EIT.2012.6220729