A Hybrid Technique to Increase Throughput of the Streaming Spectrum Sensor

Dylan Gormley
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Abstract

In previous work, there has been significant progress on edge device RF feature detection using a hardware algorithm known as the streaming spectrum sensor (StSS). Unlike other spectrum sensor implementations, the StSS can function on edge devices due to its low memory requirements. While the StSS accomplishes its objective of low memory detection, it sacrifices detection throughput. This work investigates a hybrid technique to balance memory and throughput.
一种提高流频谱传感器吞吐量的混合技术
在以前的工作中,使用称为流频谱传感器(StSS)的硬件算法在边缘设备RF特征检测方面取得了重大进展。与其他频谱传感器实现不同,StSS可以在边缘设备上运行,因为它对内存的要求很低。虽然StSS实现了低内存检测的目标,但牺牲了检测吞吐量。这项工作研究了一种平衡内存和吞吐量的混合技术。
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