DocumentCode :
73486
Title :
Novel Reconfigurable Hardware Architecture for Polynomial Matrix Multiplications
Author :
Redif, Soydan ; Kasap, Server
Author_Institution :
Dept. of Electr. & Electron. Eng., Eur. Univ. of Lefke, Gemikonagi, Turkey
Volume :
23
Issue :
3
fYear :
2015
fDate :
Mar-15
Firstpage :
454
Lastpage :
465
Abstract :
In this paper, we introduce a novel reconfigurable hardware architecture for computing the polynomial matrix multiplication (PMM) of polynomial matrices and/or polynomial vectors. The proposed algorithm exploits an extension of the fast convolution technique to multiple-input multiple-output systems. The proposed architecture is the first one devoted to the hardware implementation of PMM. Hardware implementation of the algorithm is achieved via a highly pipelined, partly systolic field-programmable gate array (FPGA) architecture. The architecture, which is scalable in terms of the order of the input polynomial matrices, has been designed using the Xilinx system generator tool. We verify the algorithmic accuracy of the architecture through FPGA-in-the-loop hardware cosimulations. The application to sensor array signal processing is highlighted, in terms of strong decorrelation. The results are presented to demonstrate the accuracy and capability of the architecture. The results verify that the proposed solution gives low execution times while limiting the number of required FPGA resources.
Keywords :
array signal processing; convolution; decorrelation; field programmable gate arrays; polynomial matrices; vectors; PMM; Xilinx system generator tool; algorithmic accuracy; decorrelation; fast convolution technique; field-programmable gate array architecture; in-the-loop hardware cosimulations; multiple-input multiple-output systems; partly systolic FPGA architecture; polynomial matrix multiplications; polynomial vectors; reconfigurable hardware architecture; sensor array signal processing; Arrays; Convolution; Field programmable gate arrays; Hardware; MIMO; Polynomials; Field-programmable gate array (FPGA); SBR2P; Xilinx system generator for digital signal processor (DSP) tool; Xilinx system generator for digital signal processor (DSP) tool.; polynomial matrix computations; polynomial matrix multiplication (PMM);
fLanguage :
English
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-8210
Type :
jour
DOI :
10.1109/TVLSI.2014.2312997
Filename :
6786453
Link To Document :
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