Design Abstraction for Autonomous Adaptive Hardware Systems on FPGAs
Design Abstraction for Autonomous Adaptive Hardware Systems on FPGAs
复制标题
FPGA 上自主自适应硬件系统的设计抽象
DOI：
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发表时间：
2018
期刊：
影响因子：
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通讯作者：
Suhaib A. Fahmy
中科院分区：
文献类型：
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作者：
Suhaib A. Fahmy
随着必须处理大量传感器数据并在严格的截止日期内做出反应的更加自主的系统的出现，自适应硬件变得越来越重要。为了在嵌入式部署的约束内支持这样的计算，需要高吞吐量硬件处理和自适应控制的混合。FPGA凭借其硬件灵活性和传感器接口功能，为实现此类系统提供了理想的平台。FPGA SoC特别适合提供与灵活的高性能FPGA结构紧密耦合的嵌入式处理器。本文探讨了现有的自适应硬件系统的工作，然后提出了一个通用的模型和实现方法，针对这些现代FPGA架构，最后在这个新兴领域的研究指针。
Adaptive hardware is gaining importance with the emergence of more autonomous systems that must process large volumes of sensor data and react within tight deadlines. To support such computation within the constraints of embedded deployments, a blend of high throughput hardware processing and adaptive control is required. FPGAs offer an ideal platform for implementing such systems by virtue of their hardware flexibility and sensor interfacing capabilities. FPGA SoCs are specifically well suited offering capable embedded processors that are tightly coupled with a flexible high performance FPGA fabric. This paper explores existing work on adaptive hardware systems before proposing a general model and implementation approach tailored towards these modern FPGA architectures, concluding with pointers for research in this emerging field.