activity
20232025
most citedMulti-Objective Optimization for UAV Swarm-Assisted IoT with Virtual Antenna Arrays

162 citations · 168 across the 32 of their papers we have counts for

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18 papers · 1 filter

cs.CR2025

Secure Low-altitude Maritime Communications via Intelligent Jamming

Jiawei Huang, Aimin Wang, Geng Sun +5

Low-altitude wireless networks (LAWNs) have emerged as a viable solution for maritime communications. In these maritime LAWNs, unmanned aerial vehicles (UAVs) serve as practical lo…

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

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.LG2025

Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach

Yue Chen, Hui Kang, Jiahui Li +6

The integration of simultaneous wireless information and power transfer (SWIPT) technology in 6G Internet of Things (IoT) networks faces significant challenges in remote areas and…

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…

cs.NI2025★ 1 cited

Toward Realization of Low-Altitude Economy Networks: Core Architecture, Integrated Technologies, and Future Directions

Yixian Wang, Geng Sun, Zemin Sun +10

The rise of the low-altitude economy (LAE) is propelling urban development and emerging industries by integrating advanced technologies to enhance efficiency, safety, and sustainab…

eess.SP2025

Active RIS-Empowered Covert Satellite-Terrestrial Communications

Chuang Zhang, Geng Sun, Jiahui Li +2

An integration of satellites and terrestrial networks is crucial for enhancing performance of next-generation communication systems. However, the networks are hindered by the long-…

cs.NE2025

Aerial Secure Collaborative Communications under Eavesdropper Collusion in Low-altitude Economy: A Generative Swarm Intelligent Approach

Jiahui Li, Geng Sun, Qingqing Wu +4

In this work, we aim to introduce distributed collaborative beamforming (DCB) into AAV swarms and handle the eavesdropper collusion by controlling the corresponding signal distribu…

cs.AI2025

AoI-Sensitive Data Forwarding with Distributed Beamforming in UAV-Assisted IoT

Zifan Lang, Guixia Liu, Geng Sun +4

This paper proposes a UAV-assisted forwarding system based on distributed beamforming to enhance age of information (AoI) in Internet of Things (IoT). Specifically, UAVs collect an…

cs.NE2025

UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning

Boxiong Wang, Hui Kang, Jiahui Li +4

Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) and data collection (DC) have been popular research issues. Different from existing works that consider MEC and D…

cs.NE2025

Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning

Geng Sun, Jian Xiao, Jiahui Li +4

Unmanned aerial vehicles (UAVs) have emerged as the potential aerial base stations (BSs) to improve terrestrial communications. However, the limited onboard energy and antenna powe…

cs.LG2025★ 1 cited

Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning

Geng Sun, Weilong Ma, Jiahui Li +4

The low-altitude economy (LAE), driven by unmanned aerial vehicles (UAVs) and other aircraft, has revolutionized fields such as transportation, agriculture, and environmental monit…

cs.NI2025★ 1 cited

UAV Swarm-enabled Collaborative Post-disaster Communications in Low Altitude Economy via a Two-stage Optimization Approach

Xiaoya Zheng, Geng Sun, Jiahui Li +4

The low-altitude economy (LAE) plays an indispensable role in cargo transportation, healthcare, infrastructure inspection, and especially post-disaster communication. Specifically,…

cs.NI2025

Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning

Wenwen Xie, Geng Sun, Bei Liu +5

Emerging technologies in sixth generation (6G) of wireless communications, such as terahertz communication and ultra-massive multiple-input multiple-output, present promising prosp…

cs.CR2025

Low-altitude UAV Friendly-Jamming for Satellite-Maritime Communications via Generative AI-enabled Deep Reinforcement Learning

Jiawei Huang, Aimin Wang, Geng Sun +4

Low Earth orbit (LEO) satellites can be used to assist maritime wireless communications for wide-area data transmission. However, the extensive coverage of LEO satellites, combined…

cs.NI2025

A Correlated Data-Driven Collaborative Beamforming Approach for Energy-efficient IoT Data Transmission

Yangning Li, Hui Kang, Jiahui Li +5

An expansion of Internet of Things (IoTs) has led to significant challenges in wireless data harvesting, dissemination, and energy management due to the massive volumes of data gen…