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20242026
most citedToward Multi-Functional LAWNs with ISAC: Opportunities, Challenges, and the Road Ahead

8 citations · 28 across the 66 of their papers we have counts for

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38 papers · 1 filter

cs.NI2026

UAV-Assisted Joint Data Collection and Wireless Power Transfer for Batteryless Sensor Networks

Wen Zhang, Aimin Wang, Geng Sun +4

The development of wireless power transfer (WPT) and Internet of Things (IoT) offers significant potential but faces challenges such as limited energy supply, dynamic environmental…

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.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

Wireless Laser Power Transfer for Low-altitude Uncrewed Aerial Vehicle-assisted Internet of Things: Paradigms, Challenges, and Solutions

Chengzhen Li, Likun Zhang, Chuang Zhang +4

Low-altitude uncrewed aerial vehicles (UAVs) have become integral enablers for the Internet of Things (IoT) by offering enhanced coverage, improved connectivity and access to remot…

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

A Synergy of Computing Power Networks and Low-Altitude Economy Intelligent Communications: Challenges, Design Principles, and Research Directions

Yan Sun, Yinqiu Liu, Shaoyong Guo +7

The rapid development of the Low-Altitude Economy (LAE) has created opportunities for emerging services such as autonomous aerial transportation, aerial sensing, and emergency resp…

cs.NI2025

RIS-assisted Data Collection and Wireless Power Transfer in Low-altitude Wireless Networks

Wenwen Xie, Geng Sun, Jiahui Li +5

Low-altitude wireless networks (LAWNs) have become effective solutions for collecting data from low-power Internet-of-Things devices (IoTDs) in remote areas with limited communicat…

cs.NI2025

Joint AoI and Handover Optimization in Space-Air-Ground Integrated Network

Zifan Lang, Guixia Liu, Geng Sun +5

Despite the widespread deployment of terrestrial networks, providing reliable communication services to remote areas and maintaining connectivity during emergencies remains challen…

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★ 1 cited

Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey

Yinqiu Liu, Ruichen Zhang, Haoxiang Luo +9

Agentification serves as a critical enabler of Edge General Intelligence (EGI), transforming massive edge devices into cognitive agents through integrating Large Language Models (L…

cs.NI2025★ 2 cited

Safeguarding ISAC Performance in Low-Altitude Wireless Networks Under Channel Access Attack

Jiacheng Wang, Jialing He, Geng Sun +5

The increasing saturation of terrestrial resources has driven the exploration of low-altitude applications such as air taxis. Low altitude wireless networks (LAWNs) serve as the fo…

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…

cs.NI2025

Recovery of UAV Swarm-enabled Collaborative Beamforming in Low-altitude Wireless Networks under Wind Field Disturbances

Geng Sun, Chenbang Liu, Jiahui Li +5

Unmanned aerial vehicle (UAV) swarms utilizing collaborative beamforming (CB) in low-altitude wireless networks (LAWN) demonstrate significant potential for enhanced communication…

cs.NI2025

Age of Information Optimization in Laser-charged UAV-assisted IoT Networks: A Multi-agent Deep Reinforcement Learning Method

Geng Sun, Likun Zhang, Jiahui Li +5

The integration of unmanned aerial vehicles (UAVs) with Internet of Things (IoT) networks offers promising solutions for efficient data collection. However, the limited energy capa…

cs.NI2025

Energy Transfer and Data Collection from Batteryless Sensors in Low-altitude Wireless Networks

Wen Zhang, Aimin Wang, Jiahui Li +4

The integration of wireless power transfer (WPT) with Internet of Things (IoT) offers promising solutions for sensing applications, but faces significant challenges when deployed i…

cs.NI2025

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach

Yinqiu Liu, Guangyuan Liu, Jiacheng Wang +5

Nowadays, Generative AI (GenAI) reshapes numerous domains by enabling machines to create content across modalities. As GenAI evolves into autonomous agents capable of reasoning, co…

cs.NI2025

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Jiahui Li, Geng Sun, Zemin Sun +5

Despite significant advancements in terrestrial networks, inherent limitations persist in providing reliable coverage to remote areas and maintaining resilience during natural disa…