Title :
Power Efficient, FPGA Implementations of Transform Algorithms for Radar-Based Digital Receiver Applications
Author :
McKeown, S. ; Woods, Roger
Author_Institution :
Queen´s Univ., Belfast, UK
Abstract :
A key challenge in defense and security systems is to implement functionality within a power budget. We show how data bandwidth redundancy and the need to change performance is exploited to achieve power efficient, field programmable gate array realizations with improved sampling rates. A unified methodology is given for the implementation of a key function, the fast Fourier transform, for a Radar-based digital receiver. Locality of data, temporal and spatial resource usage are examined from first principles, leading to an algorithmic approach that demonstrates substantial industrial benefits in terms of power, performance and resource usage. A power saving of 18% is achieved over a Cooley Tukey design with a 100% speed improvement;the work is extended to other cyclical fast algorithms.
Keywords :
fast Fourier transforms; field programmable gate arrays; radar receivers; sampling methods; Cooley Tukey design; FPGA; algorithmic approach; cyclical fast algorithm; data bandwidth redundancy; data locality; defense system; fast Fourier transform; field programmable gate array; power budget; power efficiency; power saving; radar-based digital receiver; sampling rate; security system; spatial resource usage; temporal resource usage; transform algorithm; Dynamic range; Field programmable gate arrays; Heuristic algorithms; Indexes; Power demand; Radar; Receivers; Algorithm design; DSP; FFT; FPGA; locality;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2012.2220371