Eric J. Knoblock

A Generalized Approach to Aircraft Trajectory Prediction via Supervised Deep Learning

Nora Schimpf, Zhe Wang, Summer Li et al. · IEEE Access · 2023 · 26 citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +19

Joint Velocity and Spectrum Optimization in Urban Air Transportation System via Multi-Agent Deep Reinforcement Learning

Ruixuan Han, Hongxiang Li, Eric J. Knoblock et al. · IEEE Transactions on Vehicular Technology · 2023 · 21 citations

Artificial Intelligence, Urban Air Mobility, Engineering +14

Deep Reinforcement Learning Assisted Spectrum Management in Cellular Based Urban Air Mobility

Ruixuan Han, Hongxiang Li, Rafael D. Apaza et al. · IEEE Wireless Communications · 2022 · 19 citations

Flight Trajectory Prediction Based on Hybrid- Recurrent Networks

Nathan Schimpf, Eric J. Knoblock, Zhe Wang et al. · 2021 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +17

A New Spectrum Management Concept for Future NAS Communications

Rafael D. Apaza, Eric J. Knoblock, Hongxiang Li · 2020 · 15 citations

Artificial Intelligence, Dynamic Spectrum Management, Aviation Systems +14