تصفح Computer Science & Engineering حسب المؤلف "Tovar, Eduardo"
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Deep Reinforcement Learning for Real-Time Trajectory Planning in UAV Networks
Li, Kai; Ni, Wei; Tovar, Eduardo; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Proceedings)In Unmanned Aerial Vehicle (UAV)-enabled wireless powered sensor networks, a UAV can be employed to charge the ground sensors remotely via Wireless Power Transfer (WPT) and collect the sensory data. This paper focuses on ... -
Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing
Zheng, Jingjing; Li, Kai; Tovar, Eduardo; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Mobile edge computing (MEC) has been considered as a promising technology to provide seamless integration of multiple application services. Federated learning (FL) is carried out at edge clients in MEC for privacy-preserving ... -
Joint Flight Cruise Control and Data Collection in UAV-Aided Internet of Things: An Onboard Deep Reinforcement Learning Approach
Li, Kai; Ni, Wei; Tovar, Eduardo; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Employing unmanned aerial vehicles (UAVs) as aerial data collectors in Internet-of-Things (IoT) networks is a promising technology for large-scale environment sensing. A key challenge in UAV-aided data collection is that ... -
Optimal Rate-Adaptive Data Dissemination in Vehicular Platoons
Li, Kai; Ni, Wei; Tovar, Eduardo; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)In intelligent transportation systems, wireless connected vehicles moving in platoons can improve roads' throughput. For managing driving status of the platoon, a lead vehicle transmits driving information to following ...