Title :
Fast Integer Fourier Transform (FIFT) based on lifting matrices
Author :
Thamvichai, R. ; Bose, Tamal ; Radenkovic, Miloje
Author_Institution :
Electr. & Comput. Eng., St. Cloud Univ., MN, USA
Abstract :
This paper proposes a fast algorithm for computing the approximated DFT, called the Fast Integer Fourier Transform (FIFT). The new transform is based on the factorization of the DFT matrix into a product of some specified matrices and lifting matrices. The elements of the lifting matrices are quantized to the nearest binary-number representation. Therefore, the proposed algorithm can be implemented in fixed-point arithmetic using only shifting operations and additions. Any length-2l DFT sequence for l ≥ 1 can be computed using this algorithm.
Keywords :
computational complexity; fast Fourier transforms; fixed point arithmetic; matrix algebra; signal processing; DFT matrix factorization; additions; approximated DFT; binary-number representation; fast integer Fourier transform; fixed-point arithmetic; lifting matrices; shifting operations; Cloud computing; Costs; Digital signal processing; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Fixed-point arithmetic; Fourier transforms; Information processing; Signal processing algorithms;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1205779