101 citations · 843 across the 66 of their papers we have counts for
5 papers · 1 filter
Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing
Pranav M. Pawar, Amir Leshem
Spectrum sharing among users is a fundamental problem in the management of any wireless network. In this paper, we discuss the problem of distributed spectrum collaboration without…
Multi-Gigabit Wireline Systems over Copper: An Interference Cancellation Perspective
S. M. Zafaruddin, Amir Leshem
Interference cancellation is the main driving technology in enhancing the transmission rates over telephone lines above 100 Mbps. Still, crosstalk interference in multi-pair digita…
Eliminating Interference in LOS Massive Multi-User MIMO with a Few Transceivers
Uri Erez, Amir Leshem
Wireless cellular communication networks are bandwidth and interference limited. An important means to overcome these resource limitations is the use of multiple antennas. Base sta…
Large Matrix Asymptotic Analysis of ZF and MMSE Crosstalk Cancelers for Wireline Channels
Itsik Bergel, S. M. Zafaruddin, Amir Leshem
We present asymptotic expressions for user throughput in a multi-user wireline system with a linear decoder, in increasingly large system sizes. This analysis can be seen as a gene…
Finite sample performance of linear least squares estimators under sub-Gaussian martingale difference noise
Michael Krikheli, Amir Leshem
Linear Least Squares is a very well known technique for parameter estimation, which is used even when sub-optimal, because of its very low computational requirements and the fact t…