DocumentCode :
2302522
Title :
Unified matrix processor design for FCT-based filtering, convolution and correlation of signals
Author :
Hamarsheh, Qadri
Author_Institution :
Dept. of Comput. Eng., Philadelphia Univ., Amman, Jordan
fYear :
2012
fDate :
16-18 May 2012
Firstpage :
293
Lastpage :
299
Abstract :
A new unified matrix processor for the main DSP discrete procedures: convolution, correlation functions and filtering of signals based on discrete cosine transform (DCT-II), is proposed and described. It is shown that these procedures can be computed using the same building blocks which give the processor universal computational structure property. The computational complexity analysis of the proposed processor shows that the FCT-based matrix processor for N-point convolution and correlation computing allows a reduction by 2N-3 real multiplications and N-2 real additions in comparison with other processors of the same class. The architecture of the processor supports the classic schema for computing DSP procedures: (Two DCT spectrums + product of cosine spectrums + IDCT transform). The proposed architectures employ simple Processor Elements (PE) that require real multiplications and additions.
Keywords :
computational complexity; convolution; digital signal processing chips; discrete cosine transforms; filtering theory; inverse transforms; 2N-3 real multiplications; DCT spectrums; DCT-II; DSP discrete procedures; FCT-based filtering; IDCT transform; N-2 additions; N-point convolution; computational complexity analysis; correlation computing; cosine spectrums; discrete cosine transform; processor elements; signals convolution; signals correlation; signals filtering; unified matrix processor; unified matrix processor design; universal computational structure property; Convolution; Correlation; Discrete cosine transforms; Filtering; Frequency domain analysis; Maximum likelihood detection; Convolution; DCT-domain filtering; Discrete Cosine Transform (DCT); FCT Processor; Filtering and Correlation of Signals; Matrix Processor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Information and Communication Technology and it's Applications (DICTAP), 2012 Second International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4673-0733-8
Type :
conf
DOI :
10.1109/DICTAP.2012.6215361
Filename :
6215361
Link To Document :
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