Ursula Challita

According to our database, Ursula Challita authored at least 26 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning.

Liyana Adilla binti Burhanuddin, Xiaonan Liu, Yansha Deng, Ursula Challita, András Zahemszky

IEEE Trans. Veh. Technol., 2022

Guest Editorial: Autonomous Networks: Opportunities, Challenges, and Applications.

Kapal Dev, Yang Xiao, Ursula Challita, Chamitha de Alwis, Maurizio Magarini

IEEE Commun. Stand. Mag., 2022

2021

Noise Learning-Based Denoising Autoencoder.

Woong-Hee Lee, Mustafa Özger, Ursula Challita, Ki Won Sung

IEEE Commun. Lett., 2021

Geometric Sequential Learning Dynamics.

Woong-Hee Lee, Mustafa Özger, Ursula Challita

IEEE Commun. Lett., 2021

Guest Editorial: Communication Technologies for Robotics and Autonomous Systems.

Syed Ali Raza Zaidi, Jemin Lee, Ursula Challita, Moe Z. Win

IEEE Commun. Mag., 2021

Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR.

Ursula Challita, David Sandberg

Proceedings of the ICC 2021, 2021

2020

When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications.

Ursula Challita, Henrik Ryden, Hugo M. Tullberg

IEEE Commun. Mag., 2020

2019

Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs.

Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad

IEEE Wirel. Commun., 2019

Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems: An Overview.

Aidin Ferdowsi, Ursula Challita, Walid Saad

IEEE Veh. Technol. Mag., 2019

Interference Management for Cellular-Connected UAVs: A Deep Reinforcement Learning Approach.

Ursula Challita, Walid Saad, Christian Bettstetter

IEEE Trans. Wirel. Commun., 2019

Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial.

Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah

IEEE Commun. Surv. Tutorials, 2019

Performance Evaluation for the Co-Existence of eMBB and URLLC Networks: Synchronized versus Unsynchronized TDD.

Ursula Challita, Kimmo Hiltunen, Miurel Tercero

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

2018

Distributed algorithms for optimized resource management of LTE in unlicensed spectrum and UAV-enabled wireless networks.

Ursula Challita

PhD thesis, 2018

Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective.

Ursula Challita, Li Dong, Walid Saad

IEEE Trans. Wirel. Commun., 2018

Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs.

Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad

CoRR, 2018

Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management.

Ursula Challita, Walid Saad, Christian Bettstetter

CoRR, 2018

Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems.

Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Deep Reinforcement Learning for Interference-Aware Path Planning of Cellular-Connected UAVs.

Ursula Challita, Walid Saad, Christian Bettstetter

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems.

Aidin Ferdowsi, Ursula Challita, Walid Saad

CoRR, 2017

Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks.

Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah

CoRR, 2017

Proactive Resource Management in LTE-U Systems: A Deep Learning Perspective.

Ursula Challita, Li Dong, Walid Saad

CoRR, 2017

Network Formation in the Sky: Unmanned Aerial Vehicles for Multi-Hop Wireless Backhauling.

Ursula Challita, Walid Saad

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

A chance constrained approach for LTE cellular network planning under uncertainty.

Ursula Challita, Zaher Dawy, George Turkiyyah, Joe Naoum-Sawaya

Comput. Commun., 2016

Holistic Small Cell Traffic Balancing across Licensed and Unlicensed Bands.

Ursula Challita, Mahesh K. Marina

Proceedings of the 19th ACM International Conference on Modeling, 2016

On LTE-WiFi coexistence and inter-operator spectrum sharing in unlicensed bands: altruism, cooperation and fairness.

Cengis Hasan, Mahesh K. Marina, Ursula Challita

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

2014

On LTE cellular network planning under demand uncertainty.

Ursula Challita, Lina Al-Kanj, Zaher Dawy

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014