4 citations · 9 across the 5 of their papers we have counts for
6 papers
Antenna Array Calibration Via Gaussian Process Models
Sergey S. Tambovskiy, Gábor Fodor, Hugo M. Tullberg
Antenna array calibration is necessary to maintain the high fidelity of beam patterns across a wide range of advanced antenna systems and to ensure channel reciprocity in time divi…
Cell-Free Data Power Control Via Scalable Multi-Objective Bayesian Optimisation
Sergey S. Tambovskiy, Gábor Fodor, Hugo Tullberg
Cell-free multi-user multiple input multiple output networks are a promising alternative to classical cellular architectures, since they have the potential to provide uniform servi…
Reinforcement Learning for Efficient and Tuning-Free Link Adaptation
Vidit Saxena, Hugo Tullberg, Joakim Jaldén
Wireless links adapt the data transmission parameters to the dynamic channel state -- this is called link adaptation. Classical link adaptation relies on tuning parameters that are…
When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications
Ursula Challita, Henrik A. Ryden, Hugo Tullberg
Artificial intelligence (AI) powered wireless networks promise to revolutionize the conventional operation and structure of current networks from network design to infrastructure m…
Constrained Thompson Sampling for Wireless Link Optimization
Vidit Saxena, Joseph E. Gonzalez, Ion Stoica +2
Wireless communication systems operate in complex time-varying environments. Therefore, selecting the optimal configuration parameters in these systems is a challenging problem. Fo…
Deep Learning for Frame Error Probability Prediction in BICM-OFDM Systems
Vidit Saxena, Joakim Jaldén, Mats Bengtsson +1
In the context of wireless communications, we propose a deep learning approach to learn the mapping from the instantaneous state of a frequency selective fading channel to the corr…