Search Results for author:
Found 7 papers, 0 papers with code
Nash Soft Actor-Critic LEO Satellite Handover Management Algorithm for Flying Vehicles
Compared with the terrestrial networks (TN), which can only support limited coverage areas, low-earth orbit (LEO) satellites can provide seamless global coverage and high survivability in case of emergencies.
Reliability and Delay Analysis of 3-Dimensional Networks with Multi-Connectivity: Satellite, HAPs, and Cellular Communications
Based on the simulation results, we find out that even with very efficient interference mitigation, MC is the key enabler for safe remote piloting operations.
Coverage Performance of UAV-powered Sensors for Energy-neutral Networks with Recharging Stations
Yet, as these sensors rely solely on UAV-transferred power, the absence of UAVs causes sensor outages and hence loss of coverage when they visit recharging stations for battery replenishment.
Ultra-Reliable Low-Latency Communication for Aerial Vehicles via Multi-Connectivity
In our numerical study, we find that providing requirements by single connectivity to AVs is very challenging due to the line-of-sight (LoS) interference and reduced gains of downtilt ground base station (BS) antenna.
Noise Learning Based Denoising Autoencoder
This letter introduces a new denoiser that modifies the structure of denoising autoencoder (DAE), namely noise learning based DAE (nlDAE).
Machine Learning assisted Handover and Resource Management for Cellular Connected Drones
Here, we first present the major challenges in co-existence of terrestrial and drone communications by considering real geographical network data for Stockholm.
Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning
The results further provide insights on the benefits of leveraging intelligent RRM, e. g. a 75% increase in data rate with respect to the conservative design approach for the scheduled traffic is achieved, while the 99. 99% reliability of both scheduled and nonscheduled traffic types is satisfied.
