66 citations · 82 across the 3 of their papers we have counts for
Showing eess.SPShow all
2 papers · 1 filter
eess.SP2021★ 16 cited
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking
Kumar Pratik, Rana Ali Amjad, Arash Behboodi +2
We propose Hypernetwork Kalman Filter (HKF) for tracking applications with multiple different dynamics. The HKF combines generalization power of Kalman filters with expressive powe…
eess.SP2020★ 66 cited
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection
Kumar Pratik, Bhaskar D. Rao, Max Welling
In this paper, we present a novel neural network for MIMO symbol detection. It is motivated by several important considerations in wireless communication systems; permutation equiv…