• DocumentCode
    2014270
  • Title

    Hardware-Software Codesign of EKF-Based Motor Control for Domain-Specific Reconfigurable Platform

  • Author

    Yan Lin Aung ; Siew-Kei Lam ; Srikanthan, Thambipillai

  • Author_Institution
    CHiPES Res. Centre, Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2013
  • fDate
    10-12 Dec. 2013
  • Firstpage
    93
  • Lastpage
    97
  • Abstract
    This paper presents hardware-software code sign of Extended Kalman Filter (EKF) based motor control for a domain specific reconfigurable platform, which consists of a processor for automotive applications and an FPGA for application specific customization. Considering the existing MISRA C compliant software harnessing dedicated on chip peripherals, we employ a code sign methodology aiming to enable product differentiation through modest hardware accelerator implementation in the reconfigurable logic thus meeting the application constraints under tight time to market pressure. A key step in the design methodology for reducing the effort of hardware customization lies in platform-aware hardware-software partitioning, which takes into accounts communication overhead between the various computing elements. We show that our approach can effectively identify a suitable candidate for hardware acceleration embracing domain specific characteristics and existing standard compliant software.
  • Keywords
    Kalman filters; automotive electronics; control engineering computing; hardware-software codesign; logic design; microprocessor chips; nonlinear filters; reconfigurable architectures; EKF based motor control; EKF-based motor control; FPGA; MISRA C compliant software; application specific customization; automotive applications; code sign methodology; communication overhead; computing elements; design methodology; domain specific characteristic; domain specific reconfigurable platform; domain-specific reconfigurable platform; extended Kalman filter; hardware acceleration; hardware accelerator implementation; hardware customization; hardware-software code sign; hardware-software codesign; on chip peripheral; platform-aware hardware-software partitioning; product differentiation; reconfigurable logic; standard compliant software; time to market pressure; Acceleration; Algorithm design and analysis; Field programmable gate arrays; Hardware; Kalman filters; Motor drives; Software; Extended Kalman Filter; Kalman gain; codesign; domain specific reconfigurable platform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic System Design (ISED), 2013 International Symposium on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-0-7695-5143-2
  • Type

    conf

  • DOI
    10.1109/ISED.2013.25
  • Filename
    6808648