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Using SRAM Based FPGAs for Power-Aware High Performance Wireless Sensor Networks

机译:使用基于SRAM的FPGA进行功率感知的高性能无线传感器网络

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摘要

While for years traditional wireless sensor nodes have been based on ultra-low power microcontrollers with sufficient but limited computing power, the complexity and number of tasks of today’s applications are constantly increasing. Increasing the node duty cycle is not feasible in all cases, so in many cases more computing power is required. This extra computing power may be achieved by either more powerful microcontrollers, though more power consumption or, in general, any solution capable of accelerating task execution. At this point, the use of hardware based, and in particular FPGA solutions, might appear as a candidate technology, since though power use is higher compared with lower power devices, execution time is reduced, so energy could be reduced overall. In order to demonstrate this, an innovative WSN node architecture is proposed. This architecture is based on a high performance high capacity state-of-the-art FPGA, which combines the advantages of the intrinsic acceleration provided by the parallelism of hardware devices, the use of partial reconfiguration capabilities, as well as a careful power-aware management system, to show that energy savings for certain higher-end applications can be achieved. Finally, comprehensive tests have been done to validate the platform in terms of performance and power consumption, to proof that better energy efficiency compared to processor based solutions can be achieved, for instance, when encryption is imposed by the application requirements.
机译:多年来,传统的无线传感器节点一直基于具有足够但有限的计算能力的超低功耗微控制器,但当今应用程序的复杂性和任务数量却在不断增加。在所有情况下都不可行增加节点占空比,因此在许多情况下需要更多的计算能力。这种额外的计算能力可以通过功能更强大的微控制器来实现,尽管功耗更高,或者通常来说,任何能够加速任务执行的解决方案都可以实现。此时,基于硬件的使用,尤其是FPGA解决方案可能会成为一种候选技术,因为尽管与低功耗设备相比,功耗更高,但执行时间却减少了,因此总体上可以降低能耗。为了证明这一点,提出了一种创新的WSN节点架构。该架构基于高性能,高容量的最新FPGA,它结合了硬件设备并行性提供的固有加速,部分重配置功能的使用以及谨慎的电源感知等优点管理系统,以表明可以实现某些高端应用程序的节能。最后,已经进行了全面的测试以验证该平台的性能和功耗,以证明与基于处理器的解决方案相比,例如,当应用程序要求进行加密时,可以实现更高的能源效率。

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