94 citations · 233 across the 14 of their papers we have counts for
4 papers · 1 filter
Spectral Temporal Graph Neural Network for massive MIMO CSI Prediction
Sharan Mourya, Pavan Reddy, SaiDhiraj Amuru +1
In the realm of 5G communication systems, the accuracy of Channel State Information (CSI) prediction is vital for optimizing performance. This letter introduces a pioneering approa…
Meeting IMT 2030 Performance Targets: The Potential of OTFDM Waveform and Structural MIMO Technologies
Spandan Bisoyi, Murali Mohan Pasupuleti, Kiran Kuchi +5
The white paper focuses on several candidate technologies that could play a crucial role in the development of 6G systems. Two of the key technologies explored in detail are Orthog…
On the Coverage of Cognitive mmWave Networks with Directional Sensing and Communication
Shuchi Tripathi, Abhishek K. Gupta, SaiDhiraj Amuru
Millimeter-waves' propagation characteristics create prospects for spatial and temporal spectrum sharing in a variety of contexts, including cognitive spectrum sharing (CSS). Howev…
Graph Neural Networks-Based User Pairing in Wireless Communication Systems
Sharan Mourya, Pavan Reddy, SaiDhiraj Amuru +1
Recently, deep neural networks have emerged as a solution to solve NP-hard wireless resource allocation problems in real-time. However, multi-layer perceptron (MLP) and convolution…