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20222026
most citedMobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning

13 citations · 22 across the 56 of their papers we have counts for

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5 papers · 1 filter

cs.NI2025

RadioMapMotion: A Dataset and Baseline for Proactive Spatio-Temporal Radio Environment Prediction

Honggang Jia, Nan Cheng, Xiucheng Wang

Radio maps (RMs), which provide location-based pathloss estimations, are fundamental to enabling proactive, environment-aware communication in 6G networks. However, existing deep l…

cs.NI2025★ 1 cited

Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks

Xiucheng Wang, Zien Wang, Nan Cheng +3

The increase of bandwidth-intensive applications in sixth-generation (6G) wireless networks, such as real-time volumetric streaming and multi-sensory extended reality, demands inte…

cs.NI2025

QoE-Aware Service Provision for Mobile AR Rendering: An Agent-Driven Approach

Conghao Zhou, Lulu Sun, Xiucheng Wang +4

Mobile augmented reality (MAR) is envisioned as a key immersive application in 6G, enabling virtual content rendering aligned with the physical environment through device pose esti…

cs.NI2025

On-Demand Multimedia Delivery in 6G: An Optimal-Cost Steiner Tree Approach

Zien Wang, Xiucheng Wang, Nan Cheng +4

The exponential growth of multimedia data traffic in 6G networks poses unprecedented challenges for immersive communication, where ultra-high-definition, multi-quality streaming mu…

cs.NI2022

SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer

Ziyou Ren, Nan Cheng, Ruijin Sun +3

Multiple-input multiple-output and orthogonal frequency-division multiplexing (MIMO-OFDM) are the key technologies in 4G and subsequent wireless communication systems. Conventional…