94 citations · 101 across the 4 of their papers we have counts for
4 papers
Deep-Learning Based Linear Precoding for MIMO Channels with Finite-Alphabet Signaling
Maksym A. Girnyk
This paper studies the problem of linear precoding for multiple-input multiple-output (MIMO) communication channels employing finite-alphabet signaling. Existing solutions typicall…
Efficient Cell-Specific Beamforming for Large Antenna Arrays
Maksym A. Girnyk, Sven O. Petersson
We propose an efficient method for designing broad beams with spatially flat array factor and efficient power utilization for cell-specific coverage in communication systems equipp…
Energy-Efficient Design of Broad Beams for Massive MIMO Systems
Sven O. Petersson, Maksym A. Girnyk
Massive MIMO is a promising air interface technique for 5G wireless communications. Such antennas offers capabilities to utilize channel correlations to create beams suitable for u…
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva +24
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…