Ursula Challita

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 32

Top Topics

Cellular Networks

Reinforcement Learning

Demand Uncertainty

Unmanned Aerial Vehicles

Top Venues

IEEE Commun. Lett.

IEEE Commun. Mag.

Publications

Kapal Dev, Yang Xiao, Ursula Challita, Chamitha de Alwis, Maurizio Magarini
Guest Editorial: Autonomous Networks: Opportunities, Challenges, and Applications. IEEE Commun. Stand. Mag. 7 (2) (2023)
Kapal Dev, Yang Xiao, Ursula Challita, Chamitha de Alwis, Maurizio Magarini
Guest Editorial: Autonomous Networks: Opportunities, Challenges, and Applications. IEEE Commun. Stand. Mag. 6 (3) (2022)
Liyana Adilla binti Burhanuddin, Xiaonan Liu, Yansha Deng, Ursula Challita, András Zahemszky
QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 71 (5) (2022)
Woong-Hee Lee, Mustafa Ozger, Ursula Challita, Ki Won Sung
Noise Learning Based Denoising Autoencoder. CoRR (2021)
Ursula Challita, David Sandberg
Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR. ICC (2021)
Syed Ali Raza Zaidi, Jemin Lee, Ursula Challita, Moe Z. Win
Guest Editorial: Communication Technologies for Robotics and Autonomous Systems. IEEE Commun. Mag. 59 (1) (2021)
Ursula Challita, David Sandberg
Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR. CoRR (2021)
Woong-Hee Lee, Mustafa Ozger, Ursula Challita, Ki Won Sung
Noise Learning-Based Denoising Autoencoder. IEEE Commun. Lett. 25 (9) (2021)
Woong-Hee Lee, Mustafa Ozger, Ursula Challita
Geometric Sequential Learning Dynamics. IEEE Commun. Lett. 25 (2) (2021)
Ursula Challita, Henrik Ryden, Hugo M. Tullberg
When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications. IEEE Commun. Mag. 58 (6) (2020)
Ursula Challita, Walid Saad, Christian Bettstetter
Interference Management for Cellular-Connected UAVs: A Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 18 (4) (2019)
Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial. IEEE Commun. Surv. Tutorials 21 (4) (2019)
Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs. IEEE Wirel. Commun. 26 (1) (2019)
Aidin Ferdowsi, Ursula Challita, Walid Saad
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems: An Overview. IEEE Veh. Technol. Mag. 14 (1) (2019)
Ursula Challita, Henrik A. Ryden, Hugo M. Tullberg
When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications. CoRR (2019)
Ursula Challita, Kimmo Hiltunen, Miurel Tercero
Performance Evaluation for the Co-existence of eMBB and URLLC Networks: Synchronized versus Unsynchronized TDD. CoRR (2019)
Ursula Challita, Kimmo Hiltunen, Miurel Tercero
Performance Evaluation for the Co-Existence of eMBB and URLLC Networks: Synchronized versus Unsynchronized TDD. VTC Fall (2019)
Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems. CoRR (2018)
Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad
Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs. CoRR (2018)
Ursula Challita, Walid Saad, Christian Bettstetter
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management. CoRR (2018)
Ursula Challita, Walid Saad, Christian Bettstetter
Deep Reinforcement Learning for Interference-Aware Path Planning of Cellular-Connected UAVs. ICC (2018)
Ursula Challita, Li Dong, Walid Saad
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems. ITSC (2018)
Ursula Challita, Li Dong, Walid Saad
Proactive Resource Management in LTE-U Systems: A Deep Learning Perspective. CoRR (2017)
Ursula Challita, Walid Saad
Network Formation in the Sky: Unmanned Aerial Vehicles for Multi-hop Wireless Backhauling. CoRR (2017)
Ursula Challita, Walid Saad
Network Formation in the Sky: Unmanned Aerial Vehicles for Multi-Hop Wireless Backhauling. GLOBECOM (2017)
Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah
Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks. CoRR (2017)
Aidin Ferdowsi, Ursula Challita, Walid Saad
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems. CoRR (2017)
Ursula Challita, Zaher Dawy, George Turkiyyah, Joe Naoum-Sawaya
A chance constrained approach for LTE cellular network planning under uncertainty. Comput. Commun. 73 (2016)
Ursula Challita, Mahesh K. Marina
Holistic Small Cell Traffic Balancing across Licensed and Unlicensed Bands. CoRR (2016)
Ursula Challita, Mahesh K. Marina
Holistic Small Cell Traffic Balancing across Licensed and Unlicensed Bands. MSWiM (2016)
Cengis Hasan, Mahesh K. Marina, Ursula Challita
On LTE-WiFi coexistence and inter-operator spectrum sharing in unlicensed bands: altruism, cooperation and fairness. MobiHoc (2016)
Ursula Challita, Lina Al-Kanj, Zaher Dawy
On LTE cellular network planning under demand uncertainty. WCNC (2014)