Shuling Yang, Suzhi Cao, Junyong Wei, Yi Zhao, Hao Han, Lei Yan
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引用次数: 2
Abstract
The satellite communication network has the advantage of wide coverage and is one of the important development directions of fifth generation network. The traditional satellite data processing method is to transmit data to the ground data center for processing. There are problems such as large bandwidth pressure for the satellite link and poor real-time performance. Facing the increasing demand for on-board computing in satellite networks, building a flexible space-based edge system is an effective means to solve this problem. In this paper, SoC FPGA (System on Chip Field Programmable Gate Array) is proposed as a computing resource of the space-based edge network, and a unified service interface is provided for users. To maximize FPGA resource utilization, we studied the elastic scaling mechanism of FPGA resources. Finally, the computational performance and power consumption efficiency of the SoC FPGA computing platform are verified by experiments.
卫星通信网络具有覆盖范围广的优点,是第五代网络的重要发展方向之一。传统的卫星数据处理方法是将数据传输到地面数据中心进行处理。卫星链路存在带宽压力大、实时性差等问题。面对卫星网络日益增长的星载计算需求,构建灵活的天基边缘系统是解决这一问题的有效手段。本文提出SoC FPGA (System on Chip Field Programmable Gate Array)作为天基边缘网络的计算资源,为用户提供统一的服务接口。为了最大限度地利用FPGA资源,我们研究了FPGA资源的弹性伸缩机制。最后,通过实验验证了SoC FPGA计算平台的计算性能和功耗效率。