63 citations · 116 across the 18 of their papers we have counts for
18 papers
Energy-Efficient Power Control for Multiple-Task Split Inference in UAVs: A Tiny Learning-Based Approach
Chenxi Zhao, Min Sheng, Junyu Liu +2
The limited energy and computing resources of unmanned aerial vehicles (UAVs) hinder the application of aerial artificial intelligence. The utilization of split inference in UAVs g…
Coordinated Intra- and Inter-system Interference Management in Integrated Satellite Terrestrial Networks
Ziyue Zhang, Min Sheng, Junyu Liu +1
Leveraging the advantage of satellite and terrestrial networks, the integrated satellite terrestrial networks (ISTNs) can help to achieve seamless global access and eliminate the d…
Geometry-Based Stochastic Probability Models for the LoS and NLoS Paths of A2G Channels under Urban Scenario
Minghui Pang, Qiuming Zhu, Cheng-Xiang Wang +4
Path probability prediction is essential to describe the dynamic birth and death of propagation paths, and build the accurate channel model for air-to-ground (A2G) communications.…
HUT: Enabling High-UTility, Batched Queries under Differential Privacy Protection for Internet-of-Vehicles
Junyu Liu, Wangkai Jin, Zhenyong He +4
The emerging trends of Internet-of-Vehicles (IoV) demand centralized servers to collect/process sensitive data with limited computational resources on a single vehicle. Such centra…
Characterizing Differentially-Private Techniques in the Era of Internet-of-Vehicles
Yicun Duan, Junyu Liu, Wangkai Jin +1
Recent developments of advanced Human-Vehicle Interactions rely on the concept Internet-of-Vehicles (IoV), to achieve large-scale communications and synchronizations of data in pra…
Polyphonic Sound Event Detection Using Capsule Neural Network on Multi-Type-Multi-Scale Time-Frequency Representation
Wangkai Jin, Junyu Liu, Jianfeng Ren +1
The challenges of polyphonic sound event detection (PSED) stem from the detection of multiple overlapping events in a time series. Recent efforts exploit Deep Neural Networks (DNNs…