Novel Reconfigurable Hardware Architecture for Polynomial Matrix Multiplications

被引:15
|
作者
Redif, Soydan [1 ]
Kasap, Server [2 ]
机构
[1] European Univ Lefke, Dept Elect & Elect Engn, TR-71439 Gemikonagi, Turkey
[2] Univ Paderborn, Dept Comp Sci, D-33098 Paderborn, Germany
关键词
Field-programmable gate array (FPGA); polynomial matrix computations; polynomial matrix multiplication (PMM); SBR2P; Xilinx system generator for digital signal processor (DSP) tool;
D O I
10.1109/TVLSI.2014.2312997
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:454 / 465
页数:12
相关论文
共 50 条
  • [21] Radiation Tolerant Reconfigurable Hardware Architecture Design Methodology
    Trumann, Eike
    Thieu, Gia Bao
    Schmechel, Johannes
    Weide-Zaage, Kirsten
    Schmidt, Katharina
    Hagenah, Dorian
    Vaya, Guillermo Paya
    [J]. APPLIED RECONFIGURABLE COMPUTING. ARCHITECTURES, TOOLS, AND APPLICATIONS, ARC 2023, 2023, 14251 : 357 - 360
  • [22] An optimized reconfigurable architecture for hardware implementation of decimal arithmetic
    Emami, Samaneh
    Sedighi, Mehdi
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2017, 63 : 18 - 29
  • [23] A scalable parallel reconfigurable hardware architecture for DNA matching
    Garcia Neto Segundo, Edgar Jose
    Nedjah, Nadia
    Mourelle, Luiza de Macedo
    [J]. INTEGRATION-THE VLSI JOURNAL, 2013, 46 (03) : 240 - 246
  • [24] An optimized architecture for implementing image convolution with reconfigurable hardware
    Vega-Rodriguez, MA
    Sanchez-Perez, JM
    Gomez-Pulido, JA
    [J]. Intelligent Automations and Control: Trends Principles, and Applications, Vol 16, 2004, 16 : 131 - 136
  • [25] A High Performance Reconfigurable Motion Estimation Hardware Architecture
    Tasdizen, O.
    Kukner, H.
    Akin, A.
    Hamzaoglu, I.
    [J]. DATE: 2009 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, VOLS 1-3, 2009, : 882 - 885
  • [26] VerSA: Versatile Systolic Array Architecture for Sparse and Dense Matrix Multiplications
    Seo, Juwon
    Kong, Joonho
    [J]. ELECTRONICS, 2024, 13 (08)
  • [27] A Dynamically Reconfigurable BbNN Architecture for Scalable Neuroevolution in Hardware
    Garcia, Alberto
    Zamacola, Rafael
    Otero, Andres
    de la Torre, Eduardo
    [J]. ELECTRONICS, 2020, 9 (05):
  • [28] A Scalable Parallel Reconfigurable Hardware Architecture for DNA Matching
    Neto Segundo, Edgar JoseGarcia
    Nedjah, Nadia
    Mourelle, Luiza de Macedo
    [J]. 2013 IEEE 4TH LATIN AMERICAN SYMPOSIUM ON CIRCUITS AND SYSTEMS (LASCAS), 2013,
  • [29] Research on Secure and Reconfigurable Architecture Based on Embedded Hardware
    Zhu, Zhiqiang
    Xu, Mingdi
    Zhang, Huanguo
    [J]. EIGHTH IEEE INTERNATIONAL CONFERENCE ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, PROCEEDINGS, 2009, : 127 - 131
  • [30] A hardware/software co-reconfigurable multimedia architecture
    Jung, Yong-Kyu
    [J]. PROCEEDINGS OF THE 2006 IEEE/ACM/IFIP WORKSHOP ON EMBEDDED SYSTEMS FOR REAL TIME MULTIMEDIA, 2006, : 73 - 78