Search Results for author: Yaping Sun

Found 6 papers, 0 papers with code

MMW-Carry: Enhancing Carry Object Detection through Millimeter-Wave Radar-Camera Fusion

no code implementations24 Feb 2024 Xiangyu Gao, Youchen Luo, Ali Alansari, Yaping Sun

This paper introduces MMW-Carry, a system designed to predict the probability of individuals carrying various objects using millimeter-wave radar signals, complemented by camera input.

Human Detection object-detection +2

Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication

no code implementations26 Jan 2024 Shumin Yao, Xiaodong Xu, Hao Chen, Yaping Sun, Qinglin Zhao

Cross-technology communication (CTC) is a promising technique that enables direct communications among incompatible wireless technologies without needing hardware modification.

Codebook-enabled Generative End-to-end Semantic Communication Powered by Transformer

no code implementations22 Jan 2024 PeiGen Ye, Yaping Sun, Shumin Yao, Hao Chen, Xiaodong Xu, Shuguang Cui

Codebook-based generative semantic communication attracts increasing attention, since only indices are required to be transmitted when the codebook is shared between transmitter and receiver.

Image Generation

MOC-RVQ: Multilevel Codebook-assisted Digital Generative Semantic Communication

no code implementations2 Jan 2024 Yingbin Zhou, Yaping Sun, GuanYing Chen, Xiaodong Xu, Hao Chen, Binhong Huang, Shuguang Cui, Ping Zhang

Vector quantization-based image semantic communication systems have successfully boosted transmission efficiency, but face a challenge with conflicting requirements between codebook design and digital constellation modulation.

Quantization

Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels

no code implementations30 Nov 2023 Xiangyu Gao, Yaping Sun, Dongyu Wei, Xiaodong Xu, Hao Chen, Hao Yin, Shuguang Cui

In this context, we address the problem of efficient remote object recognition by optimizing feature transmission between mobile devices and edge servers.

Autonomous Vehicles Decision Making +2

Knowledge Base Enabled Semantic Communication: A Generative Perspective

no code implementations21 Nov 2023 Jinke Ren, Zezhong Zhang, Jie Xu, GuanYing Chen, Yaping Sun, Ping Zhang, Shuguang Cui

Semantic communication is widely touted as a key technology for propelling the sixth-generation (6G) wireless networks.

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