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cs.NI2026
Cross-Layer Traffic Allocation and Contention Window Optimization for Wi-Fi 7 MLO: When DRL Meets LSTM
Zhang Liu, Xianbin Wang, Shumin Lian +3
To support future diverse applications, multi-link operation (MLO) has been introduced in the Wi-Fi 7 standard (IEEE 802.11be) to enable concurrent communication over multiple freq…
cs.NI2024
GainNet: Coordinates the Odd Couple of Generative AI and 6G Networks
Ning Chen, Jie Yang, Zhipeng Cheng +7
The rapid expansion of AI-generated content (AIGC) reflects the iteration from assistive AI towards generative AI (GAI) with creativity. Meanwhile, the 6G networks will also evolve…
cs.NI2023
Integrated Sensing, Communication, and Computing for Cost-effective Multimodal Federated Perception
Ning Chen, Zhipeng Cheng, Xuwei Fan +5
Federated learning (FL) is a classic paradigm of 6G edge intelligence (EI), which alleviates privacy leaks and high communication pressure caused by traditional centralized data pr…