A Power-Efficient Specific Emitter Identification Hardware Accelerator With SNR-Aware Adaptive Precision Reconfiguration

Jiayan Gan,Shafei Wang,Zhipeng Qu,Ang Hu,Zhanxiang Yang,Rui Yang,Yibing Wang,Huaizong Shao,Jun Zhou

2021 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA)（2021）

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摘要

Specific emitter identification (SEI) plays a crucial role in spectrum management applications. Recently many SEI algorithms based on deep convolution neural network (DCNN) have been proposed. However, the high computational complexity of DCNN leads to large power consumption. Also, there is a lack of dedicated SEI hardware design. In this work, we proposed a SNR-aware adaptive scalable SEI algori...

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关键词

Integrated circuit technology,Power demand,Convolution,Conferences,Neural networks,Sensors,Computational complexity

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