Title :
The FPGA implementation of matched correlation filter
Author :
La, Chao ; Liu, Ming Jie ; Li, Xiao Feng
Author_Institution :
Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
Abstract :
The Matched correlation filter based on FPGA is designed for quasi real-time processing of impact acceleration signal in this paper. The design integrates match-filtering algorithm with correlation algorithm, proposing matched correlation algorithm. According to this algorithm, the design uses two Radix-4 FFT modules to complete the correlation operations, using single sine wave as matching model signal which has better correlation with impact acceleration signal. Furthermore, a re-sampling module and data integration module are added for the stability and reliability of signal processing. The filter was simulated and demonstrated by Modelsim for its good quasi real-time processing and reliability.
Keywords :
circuit reliability; digital filters; fast Fourier transforms; field programmable gate arrays; FPGA implementation; Radix-4 FFT modules; correlation algorithm; impact acceleration signal; matched correlation filter; quasi real-time processing; quasireal-time processing; reliability; single sine wave; Acceleration; Clocks; Correlation; Filtering algorithms; Matched filters; Random access memory; Signal processing algorithms; Correlation algorithm; Matched algorithm; Radix-4 FFT FPGA;
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Ningbo
Print_ISBN :
978-1-4577-0320-1
DOI :
10.1109/ICECC.2011.6066596