Title :
The poorman´s transform: approximating the Fourier transform without multiplication
Author :
Lamoureux, Michael P.
Author_Institution :
Dept. of Math. & Stat., Calgary Univ., Alta., Canada
fDate :
3/1/1993 12:00:00 AM
Abstract :
A time-domain to frequency-domain transformation for sampled signals which is computed with only additions and trivial complex multiplications is described. This poorman´s transform is an approximation to the usual Fourier transform, obtained by quantizing the Fourier coefficients to the four values {±1, ±j}, and is especially useful when multiplication is expensive. For the general case of an N-point quantization, an analytic formula is given for the error in the approximation, which involves only contributions from aliased harmonics. Continuous-time signals are considered; in this case the approximation is exact for bandlimited signals
Keywords :
approximation theory; fast Fourier transforms; signal processing; Fourier coefficients; Fourier transform; additions; aliased harmonics; analytic formula; approximation; bandlimited signals; complex multiplications; continuous time signals; poorman transform; quantization; sampled signals; time to frequency domain transformation; Arithmetic; Discrete Fourier transforms; Discrete transforms; Fast Fourier transforms; Fourier series; Fourier transforms; Frequency domain analysis; Quantization; Signal analysis; Time domain analysis;
Journal_Title :
Signal Processing, IEEE Transactions on