Publications by authors named "Jiayan Gan"
Sensors (Basel)
August 2022
Article Synopsis
- RF-based surveillance using UAVs employs SEI technology to identify signals from ground controllers, but there's a need for specialized hardware implementations for improved performance.
- This paper introduces a hardware accelerator designed through an algorithm-hardware co-design that utilizes a scalable SEI neural network, which adapts its precision based on signal-to-noise ratio (SNR).
- The proposed system demonstrates exceptional performance with 99.3% accuracy and high power efficiency, achieving up to 96.52 Gops/W, validated on an FPGA using a public UAV dataset.
