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
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