Title :
A novel approach to fast discrete Hartley transform
Author :
Liu, J.G. ; Chan, F.H.Y. ; Lam, F.K. ; Li, H.F.
Author_Institution :
Inst. for Pattern Recognition & Artificial Intelligence, Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
The Discrete Hartley transform (DHT) is an important tool in digital signal processing. We propose a novel approach to perform DHT. We transform DHT into a form expressed in discrete moments via a modular mapping and truncating Taylor series expansion and present a completely new formula for computing DHT. We extend the use of our systolic array for fast computation of moments without any multiplications, to one that computes DHT with only a few multiplications and without any evaluations of triangular functions. The multiplication number used in our method is O(Nlog2N/log2log2N) superior to O(Nlog 2N) in the conventional FDT. The execution time of the systolic array is only O(Nlog2N/log2log2N) for 1-D DHT and O(N k) for k-D DHT (k⩾2). The systolic array consists of very simple processing elements and hence it implies an easy and potential hardware/VLSI implementation. The approach is also applicable to DHT inverses
Keywords :
computational complexity; discrete Hartley transforms; series (mathematics); signal processing; systolic arrays; DHT inverses; conventional FDT; digital signal processing; discrete moments; execution time; fast computation of moments; fast discrete Hartley transform; hardware/VLSI implementation; modular mapping; multiplication number; simple processing elements; systolic array; triangular functions; truncating Taylor series expansion; Artificial intelligence; Computer science education; Computer vision; Delta modulation; Discrete transforms; Educational technology; Equations; Pattern recognition; Systolic arrays; Taylor series;
Conference_Titel :
Parallel Architectures, Algorithms, and Networks, 1999. (I-SPAN '99) Proceedings. Fourth InternationalSymposium on
Conference_Location :
Perth/Fremantle, WA
Print_ISBN :
0-7695-0231-8
DOI :
10.1109/ISPAN.1999.778936