Title :
FPGA implementation analysis of polyphase channelizer performing sample rate change required for both matched filtering and channel frequency spacing
Author :
Awan, Mehmood ; Koch, Peter ; Dick, Chris ; Harris, Fred
Author_Institution :
Aalborg Univ., Aalborg, Denmark
Abstract :
The paper presents the architectural domain analysis for FPGA (Field Programmable Gate Array) implementation of a polyphase filter bank channelizer with an embedded square root shaping filter in its polyphase engine that performs two different re-sampling tasks required for spectral shaping and for M-channel channelizer. In terms of algorithms; Radix-2 FFT, Prime Factor and Winograd Fourier Transform are considered for IFFT, where as the polyphase filter is analyzed in terms of symmetric structure, and serial polyphase structures with serial and parallel MAC approaches. The computational workload for these algorithms and their implementation structures are presented together with their hardware mapping to a Virtex-5 FPGA by exploiting the inherent parallelism. Their resource utilizations and Design Space Exploration in terms of Area-Time is presented along with different optimization techniques.
Keywords :
channel bank filters; embedded systems; fast Fourier transforms; field programmable gate arrays; filtering theory; optimisation; spectral analysis; FPGA implementation analysis; IFFT; M-channel channelizer; Radix-2 FFT; Virtex-5 FPGA; Winograd Fourier transform; architectural domain analysis; channel frequency spacing; computational workload; design space exploration; embedded square root shaping filter; field programmable gate array implementation; hardware mapping; implementation structures; inherent parallelism; matched filtering; optimization techniques; parallel MAC; polyphase channelizer; polyphase engine; polyphase filter bank channelizer; prime factor; resampling tasks; resource utilizations; sample rate change; serial MAC; serial polyphase structures; spectral shaping; symmetric structure; Adders; Algorithm design and analysis; Clocks; Registers; Resource management; Table lookup; Transforms;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757590