IMDEA Networks
Publications
SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SYMBXRL (Demo)
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. May 2025
A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks
Serly Moghadas Gholian, Claudio Fiandrino, Joerg Widmer
IEEE International Conference on Machine Learning for Communication and Networking. Barcelona, Spain. May 2025
Demystifying Resource Allocation Policies in Operational 5G mmWave Networks (Accepted for publication)
Phuc Dinh, Moinak Ghoshal, Yunmeng Han, Yufei Feng, Dimitrios Koutsonikolas, Joerg Widmer
IEEE/ACM Transactions on Networking. IEEE/ACM. January 2025
DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI (Accepted for publication)
Serly Moghadas Gholian, Claudio Fiandrino, Narseo Vallina-Rodríguez, Marco Fiore, Joerg Widmer
IEEE Transactions on Mobile Computing. IEEE. January 2025
Sensing in Bi-Static ISAC Systems with Clock Asynchronism: A Signal Processing Perspective
Kai Wu, Jacopo Pegoraro, Francesca Meneghello, Andrew Zhang, Jesus Omar Lacruz, Joerg Widmer, Francesco Restuccia, Michele Rossi, Xiaojing Huang, Daqing Zhang, Giuseppe Caire, Y Jay Guo
IEEE Signal Processing Magazine. IEEE. November 2024
HiSAC: high-resolution sensing with multiband communication signals
Jacopo Pegoraro, Jesus Omar Lacruz, Michele Rossi, Joerg Widmer
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems. Hangzhou, China. November 2024
Optimizing QoS in Secure RIS-Assisted mmWave Network With Channel Aging
Syed Waqas Haider Shah, Marwa Qaraqe, Saud Althunibat, Joerg Widmer
IEEE Transactions on Vehicular Technology. September 2024
Age-Of-Information in Tandem Queues With Delayed Feedback: Zero-Wait vs. Pipelining
Mahsa Noroozi, Markus Fidler, Jaya Prakash Champati, Joerg Widmer
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications. Valencia, Spain. September 2024
Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Lilian Coelho De Freitas, Faaiq Bilal, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
ACM Special Interest Group on Management of Data Conference. Sidney, Australia. August 2024
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