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20172026
most citedMulti-Armed Bandit Based Client Scheduling for Federated Learning

313 citations · 849 across the 77 of their papers we have counts for

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22 papers · 1 filter

cs.NI2025

LLM-hRIC: LLM-empowered Hierarchical RAN Intelligent Control for O-RAN

Lingyan Bao, Sinwoong Yun, Jemin Lee +1

Despite recent advances in applying large language models (LLMs) and machine learning (ML) techniques to open radio access network (O-RAN), critical challenges remain, such as insu…

cs.NI2025★ 1 cited

Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN

Hamed Ahmadi, Mostafa Rahmani, Swarna Bindu Chetty +4

The transition to 6G is expected to bring significant advancements, including much higher data rates, enhanced reliability and ultra-low latency compared to previous generations. A…

cs.NI2024

Connection Performance Modeling and Analysis of a Radiosonde Network in a Typhoon

Hanyi Liu, Xianbin Cao, Peng Yang +3

This paper is concerned with the theoretical modeling and analysis of uplink connection performance of a radiosonde network deployed in a typhoon. Similar to existing works, the st…

cs.NI2024

Sustainable Placement with Cost Minimization in Wireless Digital Twin Networks

Yuzhi Zhou, Yaru Fu, Zheng Shi +3

Digital twin (DT) technology has a high potential to satisfy different requirements of the ever-expanding new applications. Nonetheless, the DT placement in wireless digital twin n…

cs.NI2024

Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI

Wanting Yang, Zehui Xiong, Tony Q. S. Quek +1

In the era of 6G, featuring compelling visions of digital twins and metaverses, Extended Reality (XR) has emerged as a vital conduit connecting the digital and physical realms, gar…

cs.NI2024

Agent-driven Generative Semantic Communication with Cross-Modality and Prediction

Wanting Yang, Zehui Xiong, Yanli Yuan +3

In the era of 6G, with compelling visions of intelligent transportation systems and digital twins, remote surveillance is poised to become a ubiquitous practice. Substantial data v…