activity
20242026
most citedLeveraging the Power of Ensemble Learning for Secure Low Altitude Economy

2 citations · 2 across the 23 of their papers we have counts for

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14 papers · 1 filter

cs.NI2026

Low-altitude Multi-UAV-assisted Data Collection and Semantic Forwarding for Post-Disaster Relief

Xiaoya Zheng, Geng Sun, Jiahui Li +5

The low-altitude economy (LAE) is an emerging economic paradigm which fosters integrated development across multiple fields. As a pivotal component of the LAE, low-altitude uncrewe…

cs.NI2026

Low-Altitude Satellite-AAV Collaborative Joint Mobile Edge Computing and Data Collection via Diffusion-based Deep Reinforcement Learning

Boxiong Wang, Hui Kang, Jiahui Li +5

The integration of satellite and autonomous aerial vehicle (AAV) communications has become essential for the scenarios requiring both wide coverage and rapid deployment, particular…

cs.NI2025

Encrypted Traffic Detection in Resource Constrained IoT Networks: A Diffusion Model and LLM Integrated Framework

Hongjuan Li, Hui Kang, Chenbang Liu +6

The proliferation of Internet-of-things (IoT) infrastructures and the widespread adoption of traffic encryption present significant challenges, particularly in environments charact…

cs.NI2025

Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks

Yixian Wang, Geng Sun, Zemin Sun +2

In this paper, we propose an intelligent reflecting surface (IRS)-enabled low-altitude multi-access edge computing (MEC) architecture, where an aerial MEC server cooperates with a…

cs.NI2025

Collaborative Charging Optimization for Wireless Rechargeable Sensor Networks via Heterogeneous Mobile Chargers

Jianhang Yao, Hui Kang, Geng Sun +4

Despite the rapid proliferation of Internet of Things applications driving widespread wireless sensor network (WSN) deployment, traditional WSNs remain fundamentally constrained by…

cs.NI2025

Low-Altitude UAV-Carried Movable Antenna for Joint Wireless Power Transfer and Covert Communications

Chuang Zhang, Geng Sun, Jiahui Li +5

The proliferation of Internet of Things (IoT) networks has created an urgent need for sustainable energy solutions, particularly for the battery-constrained spatially distributed I…

cs.NI2025

Joint Computing Resource Allocation and Task Offloading in Vehicular Fog Computing Systems Under Asymmetric Information

Geng Sun, Siyi Chen, Zemin Sun +5

Vehicular fog computing (VFC) has emerged as a promising paradigm, which leverages the idle computational resources of nearby fog vehicles (FVs) to complement the computing capabil…

cs.NI2025

When UAV Swarm Meets IRS: Collaborative Secure Communications in Low-altitude Wireless Networks

Jiahui Li, Xinyue Liang, Geng Sun +5

Low-altitude wireless networks (LAWNs) represent a promising architecture that integrates unmanned aerial vehicles (UAVs) as aerial nodes to provide enhanced coverage, reliability,…

cs.NI2025

STAR-RIS-assisted Collaborative Beamforming for Low-altitude Wireless Networks

Xinyue Liang, Hui Kang, Junwei Che +5

While low-altitude wireless networks (LAWNs) based on uncrewed aerial vehicles (UAVs) offer high mobility, flexibility, and coverage for urban communications, they face severe sign…

cs.NI2025

Enhanced Evolutionary Multi-Objective Deep Reinforcement Learning for Reliable and Efficient Wireless Rechargeable Sensor Networks

Bowei Tong, Hui Kang, Jiahui Li +5

Despite rapid advancements in sensor networks, conventional battery-powered sensor networks suffer from limited operational lifespans and frequent maintenance requirements that sev…

cs.NI2025

Multi-AAV-enabled Distributed Beamforming in Low-Altitude Wireless Networking for AoI-Sensitive IoT Data Forwarding

Zifan Lang, Guixia Liu, Jiahui Li +5

With the rapid development of low-altitude wireless networking, autonomous aerial vehicles (AAVs) have emerged as critical enablers for timely and reliable data delivery, particula…

cs.NI2025

Joint Association and Phase Shifts Design for UAV-mounted Stacked Intelligent Metasurfaces-assisted Communications

Mingzhe Fan, Geng Sun, Hongyang Pan +4

Stacked intelligent metasurfaces (SIMs) have emerged as a promising technology for realizing wave-domain signal processing, while the fixed SIMs will limit the communication perfor…

cs.NI2025

Energy Efficient Trajectory Control and Resource Allocation in Multi-UAV-assisted MEC via Deep Reinforcement Learning

Saichao Liu, Geng Sun, Chuang Zhang +4

Mobile edge computing (MEC) is a promising technique to improve the computational capacity of smart devices (SDs) in Internet of Things (IoT). However, the performance of MEC is re…

cs.NI2025

Large AI Model-Enabled Secure Communications in Low-Altitude Wireless Networks: Concepts, Perspectives and Case Study

Chuang Zhang, Geng Sun, Yijing Lin +3

Low-altitude wireless networks (LAWNs) have the potential to revolutionize communications by supporting a range of applications, including urban parcel delivery, aerial inspections…