Title :
FFT Implementation with Fused Floating-Point Operations
Author :
Swartzlander, Earl E., Jr. ; Saleh, Hani H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Abstract :
This paper describes two fused floating-point operations and applies them to the implementation of fast Fourier transform (FFT) processors. The fused operations are a two-term dot product and an add-subtract unit. The FFT processors use "butterfly” operations that consist of multiplications, additions, and subtractions of complex valued data. Both radix-2 and radix-4 butterflies are implemented efficiently with the two fused floating-point operations. When placed and routed using a high performance standard cell technology, the fused FFT butterflies are about 15 percent faster and 30 percent smaller than a conventional implementation. Also the numerical results of the fused implementations are slightly more accurate, since they use fewer rounding operations.
Keywords :
fast Fourier transforms; floating point arithmetic; pipeline processing; add-subtract unit; butterfly operation; fast Fourier transform; fused floating-point operation; high performance standard cell technology; pipeline FFT processor; radix-2 butterfly; radix-4 butterfly; rounding operation; two-term dot product; Adders; Clocks; Delay; Fast Fourier transforms; Program processors; Signal processing algorithms; Throughput; Floating-point arithmetic; Radix-2 FFT butterfly; Radix-4 FFT butterfly.; fast Fourier transform; fused floating-point operations;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.2010.271