no code implementations • 10 Jan 2023 • Santosh Ganji, Jaewon Kim, Romil Sonigra, P. R. Kumar
To avoid outage in transient pedestrian blockage of the LoS path, the mobile uses reflected or NLoS path available in indoor environments.
1 code implementation • 25 Sep 2022 • Santosh Ganji, Jaewon Kim, P. R. Kumar
This allows the mobile to maintain time-synchronization with the base station, allowing it to revert to the LoS path when the temporary blockage disappears.
1 code implementation • NeurIPS 2021 • Khaled Nakhleh, Santosh Ganji, Ping-Chun Hsieh, I-Hong Hou, Srinivas Shakkottai
This paper proposes NeurWIN, a neural Whittle index network that seeks to learn the Whittle indices for any restless bandits by leveraging mathematical properties of the Whittle indices.
no code implementations • 4 Oct 2021 • Santosh Ganji, Tzu-Hsiang Lin, Francisco A. Espinal, P. R. Kumar
Management of narrow directional beams is critical for mm-wave communication systems.
no code implementations • 18 Jul 2021 • Santosh Ganji, Tzu-Hsiang Lin, Jaewon Kim, P. R. Kumar
In mm-wave networks, cell sizes are small due to high path and penetration losses.