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
Link To Document :
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