Title :
Implementing FFT-based digital channelized receivers on FPGA platforms
Author :
Sanchez, Miguel A. ; Garrido, Mario ; Lopez-Vallejo, Marisa ; Grajal, Jesus
Author_Institution :
Dept. de Ing. Electron., Univ. Politec. de Madrid, Madrid
Abstract :
This paper presents an in-depth study of the implementation and characterization of fast Fourier transform (FFT) pipelined architectures suitable for broadband digital channelized receivers. When implementing the FFT algorithm on field-programmable gate array (FPGA) platforms, the primary goal is to maximize throughput and minimize area. Feedback and feedforward architectures have been analyzed regarding key design parameters: radix, bitwidth, number of points and stage scaling. Moreover, a simplification of the FFT algorithm, the monobit FFT, has been implemented in order to achieve faster real time performance in broadband digital receivers. The influence of the hardware implementation on the performance of digital channelized receivers has been analyzed in depth, revealing interesting implementation trade-offs which should be taken into account when designing this kind of signal processing systems on FPGA platforms.
Keywords :
fast Fourier transforms; field programmable gate arrays; signal processing; FPGA platforms; broadband digital channelized receivers; fast Fourier transform pipelined architectures; feedback architectures; feedforward architectures; field-programmable gate array platforms; monobit FFT algorithm; signal processing systems; Digital signal processing; Fast Fourier transforms; Feedback; Field programmable gate arrays; Hardware; Performance analysis; Signal analysis; Signal design; Signal processing algorithms; Throughput;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2008.4667732