Title :
High efficient and real-time realization of Zoom FFT based on FPGA
Author :
Pei, Dong ; Yang, Shuo ; Yang, Hongwu ; Wang, Quanzhou ; Li, Manman
Author_Institution :
Coll. of Phys. & Electron. Eng., Northwest Normal Univ., Lanzhou, China
Abstract :
The paper proposed a novel method for implementing Zoom FFT with field programmable gate array (FPGA) for high performance spectral analysis. A scheme of multistage decimation Zoom FFT was given by using the parallel pipelining processing character of FPGA to reduce the computational complexity of traditional Zoom FFT. Meanwhile, a polyphase filter suitable for high decimation-times was designed, and then the polyphase filter and an efficient cascaded integrator-comb (CIC) filter were applied into every stage of decimation structure. Simulation result indicates that compared with single-stage decimation structure, our method´s error of amplitude analysis can be lower than 1dB for 200 of decimation-times, so that maximum Zoom-times and precision can be improved. The method can reduce FPGA resources consuming and achieve high processing speed.
Keywords :
comb filters; fast Fourier transforms; field programmable gate arrays; signal processing; spectral analysis; FPGA; cascaded integrator-comb filter; field programmable gate array; parallel pipelining processing; polyphase filter; spectral analysis; zoom FFT; Artificial neural networks; Field programmable gate arrays; Modulation; Pipeline processing; CIC filtering; FPGA; Zoom FFT; multistage decimation; polyphase filtering;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5620514