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Learning-based LoRa

Chenning Li, Hanqing Guo, Shuai Tong, Xiao Zeng, Zhichao Cao, Mi Zhang, Qiben Yan, Li Xiao, Jiliang Wang, and Yunhao Liu. NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation, ACM MobiCom, 2021.
Li Liu; Yuguang Yao; Zhichao Cao; Mi Zhang, DeepLoRa: Learning Accurate Path Loss Model for Long Distance Links in LPWAN, IEEE INFOCOM, 2021.