1 code implementation • 10 Sep 2023 • Sharan Mourya, Pavan Reddy, SaiDhiraj Amuru, Kiran Kumar Kuchi
In the realm of 5G communication systems, the accuracy of Channel State Information (CSI) prediction is vital for optimizing performance.
1 code implementation • 14 May 2023 • Sharan Mourya, Pavan Reddy, SaiDhiraj Amuru, Kiran Kumar Kuchi
The scalability of the proposed method is also explored as our model can handle dynamic changes in network size without experiencing a substantial decrease in performance.
1 code implementation • 5 Aug 2022 • Sharan Mourya, SaiDhiraj Amuru, Kiran Kumar Kuchi
Channel State Information (CSI) Feedback plays a crucial role in achieving higher gains through beamforming.
no code implementations • 13 Nov 2014 • SaiDhiraj Amuru, Cem Tekin, Mihaela van der Schaar, R. Michael Buehrer
We first present novel online learning algorithms to maximize the jamming efficacy against static transmitter-receiver pairs and prove that our learning algorithm converges to the optimal (in terms of the error rate inflicted at the victim and the energy used) jamming strategy.