61 citations · 67 across the 7 of their papers we have counts for
4 papers · 1 filter
Multi-Task Learning for Multi-User CSI Feedback
Sharan Mourya, SaiDhiraj Amuru, Kiran Kumar Kuchi
Deep learning-based massive MIMO CSI feedback has received a lot of attention in recent years. Now, there exists a plethora of CSI feedback models mostly based on auto-encoders (AE…
A Comparison of Encoding Techniques for an Analog Quantum Emulation Device
Sharan Mourya
Quantum computers can outperform classical computers in certain tasks. However, there are still many challenges to the current quantum computers such as decoherence and fault toler…
A Reduced-Complexity Maximum-Likelihood Detection with a sub-optimal BER Requirement
Sharan Mourya, Amit Kumar Dutta
Maximum likelihood (ML) detection is an optimal signal detection scheme, which is often difficult to implement due to its high computational complexity, especially in a multiple-in…
A Spatially Separable Attention Mechanism for massive MIMO CSI Feedback
Sharan Mourya, SaiDhiraj Amuru, Kiran Kumar Kuchi
Channel State Information (CSI) Feedback plays a crucial role in achieving higher gains through beamforming. However, for a massive MIMO system, this feedback overhead is huge and…