4 citations · 7 across the 4 of their papers we have counts for
4 papers
Machine Learning based Interference Whitening in 5G NR MIMO Receiver
Shailesh Chaudhari, HyukJoon Kwon
We address the problem of computing the interference-plus-noise covariance matrix from a sparsely located demodulation reference signal (DMRS) for spatial domain interference white…
Reliable and Low-Complexity MIMO Detector Selection using Neural Network
Shailesh Chaudhari, HyukJoon Kwon, Kee-Bong Song
In this paper, we propose to dynamically select a MIMO detector using neural network for each resource element (RE) in the transport block of 5G NR/LTE communication system. The ob…
Interference Mitigation via Interference-Aware Successive Decoding
Hyukjoon Kwon, Jungwon Lee, Inyup Kang
In modern wireless networks, interference is no longer negligible since each cell becomes smaller to support high throughput. The reduced size of each cell forces to install many c…
Combining Schemes for Hybrid ARQ with Interference-Aware Successive Decoding
Hyukjoon Kwon, Jungwon Lee, Inyup Kang
For decades, cellular networks have greatly evolved to support high data rates over reliable communication. Hybrid automatic-repeat-request (ARQ) is one of the techniques to make s…