Height-Dependent LoS Probability Model for A2G MmWave Communications under Built-up Scenarios

no code implementations • 6 Sep 2021 • Minghui Pang, Qiuming Zhu, Fei Bai, Zhuo Li, Hanpeng Li, Kai Mao, Yue Tian

Based on the three-dimensional propagation characteristic under built-up scenarios, a height-dependent line-of-sight (LoS) probability model for air-to-ground (A2G) millimeter wave (mmWave) communications is proposed in this paper.

Machine Learning-Based 3D Channel Modeling for U2V mmWave Communications

no code implementations • 5 Sep 2021 • Kai Mao, Qiuming Zhu, Maozhong Song, Hanpeng Li, Benzhe Ning, Boyu Hua, Wei Fan

Moreover, the impact of 3D rotations, which has rarely been reported in previous works, can be observed in the generated CCF and ACF, which are also consistent with the theoretical and measurement results.

BIG-bench Machine Learning Generative Adversarial Network