NDLI: A new approach for data processing in supply chain network based on FPGA

Content Provider	Springer Nature Link
Author	Zou, Xiaofu Tao, Fei Jiang, Penglong Gu, Shixin Qiao, Kan Zuo, Ying Xu, Lida
Copyright Year	2015
Abstract	With the development of the supply chain network (SCN) and big data processing, a simple view at above two technologies separately has become unadvisable; this mainly reflected on the growing amount of data in the SCN nodes. Since the data processing is not timely, the potential risks may spread like dominoes to the entire network. There are many small nodes in the SCN, in which it requires data processing equipment that have characteristics of high integration and miniaturization. For the phenomenon that large shape and real-time shortage exists in designing underlying data processing equipment in SCN with the traditional special large computers and general embedded processor, this paper considering the advantage of parallel character of FPGA (field programmable gate array), a new method, which uses FPGA to design embedded device to execute related algorithms in parallel for underling data processing to reduce risks which caused by time-delay in SCN, is proposed. To verify effectiveness of the proposed method, a FPGA-based design method for Kalman filter algorithm and median filter algorithm is proposed. The performance and advantage of the proposed method are analyzed by comparing with traditional methods. The results shown that the proposed method have high real-time and accuracy in complex algorithm execution for SCN underling data processing, which can reduce the potential risk and improve the performance of entire SCN.
Starting Page	249
Ending Page	260
Page Count	12
File Format	PDF
ISSN	02683768
Journal	The International Journal of Advanced Manufacturing Technology
Volume Number	84
Issue Number	1-4
e-ISSN	14333015
Language	English
Publisher	Springer London
Publisher Date	2015-09-11
Publisher Place	London
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Supply chain network (SCN) Risk Field programmable gate array (FPGA) Kalman filter Median filter Real-time Big data Industrial and Production Engineering Production Mechanical Engineering Computer-Aided Engineering (CAD, CAE) and Design
Content Type	Text
Resource Type	Article
Subject	Industrial and Manufacturing Engineering Control and Systems Engineering Mechanical Engineering Computer Science Applications Software

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