Real-time Wideband Software-defined Radio with Python Programmability based on RFSoC
Published in ACM MobiCom’24, 2024
Real-time Wideband Software-defined Radio with Python Programmability based on RFSoC
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Publications
You can also find my articles on my Google Scholar profile.
SPEAR: Software-defined Python-EnhAnced RFSoC for Wideband Radio Applications
Published in ACM MobiCom’24 Workshop on Wireless Network Testbeds, Experimental Evaluation & CHaracterization (WiNTECH’24), 2024
SPEAR is an SDR platform based on the Xilinx RFSoC ZCU216 evaluation board capable of supporting real-time streaming of signals with a bandwidth of up to 1.25 GHz employing the direct RF radio architecture.
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GraphRC: Accelerating Graph Processing on Dual-addressing Memory with Vertex Merging
Published in IEEE/ACM International Conference on Computer-Aided Design (ICCAD’22), 2022
This paper is about a graph processing accelerator designed for RC-NVM (a dual-addressing memory based on crossbar architecture).
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An Efficient Implementation of Convolutional Neural Network With CLIP-Q Quantization on FPGA
Published in IEEE Transactions on Circuits and Systems I: Regular Papers, 2022
This paper is about a hardware-software codesigned CNN accelerator based on the CLIP-Q network quantization algorithm.
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The performance optimization on TensorFlow framework on Mobile GPU devices using OpenCL
Published in NA, 2018
This paper is about my final year project in HKU. This paper explores the difficulties and possibilities of running TensorFlow training program on mobile GPU.
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