Field-programmable gate arrays in a low power vision system

被引:25
|
作者
Suresh, P. [1 ]
Saravanakumar, U. [2 ]
Iwendi, Celestine [3 ]
Mohan, Senthilkumar [4 ]
Srivastava, Gautam [5 ,6 ]
机构
[1] Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Dept ECE, Chennai 600062, Tamil Nadu, India
[2] Muthayammal Engn Coll, Dept ECE, Namakkal 637408, Tamil Nadu, India
[3] Cent South Univ Forestry & Technol, Dept Elect Engn, Bangor Coll China, Changsha 410004, Peoples R China
[4] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
[5] Brandon Univ, Dept Math & Comp Sci, Brandon, MB R7A 6A9, Canada
[6] China Med Univ, Res Ctr Interneural Comp, Taichung 40402, Taiwan
关键词
Ultrascale; Low power; Computer vision application; Dynamic partial reconfiguration; DYNAMIC PARTIAL RECONFIGURATION; DESIGN;
D O I
10.1016/j.compeleceng.2021.106996
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, field-programmable gate arrays have played a major role in developing low power electronic systems. End users usually prefer systems with high performance, reduced size, and low power consumption. These requirements create a challenging task for designers. Re-configuring technology allows the use of field-programmable gate arrays to be at the maximum level during runtime. This paper proposes the implementation of the Dynamic Partial Reconfiguration technique to switch during runtime between two edge detection algorithms (FASTX and Sobel) in a computer vision algorithm. Xilinx Ultrascale+ZCU106 has been used as the implementation target since it consumes approximately 4% less power during runtime. It was discovered that the dynamic switching between algorithms reduces the on-chip area utilization. Finally, through experimental results our proposed work has demonstrated the applicability of computer vision with low power consumption.
引用
收藏
页数:12
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