Search Results for author: Sofiene Affes

Found 2 papers, 0 papers with code

Coverage Analysis and Scaling Laws of Ultra-Dense Networks

no code implementations30 Jun 2020 Imene Trigui, Sofiene Affes, Marco Di Renzo, Dushantha Nalin K. Jayakody

In this paper, we develop an innovative approach to quantitatively characterize the performance of ultra-dense wireless networks in a plethora of propagation environments.

ANN-Based Detection in MIMO-OFDM Systems with Low-Resolution ADCs

no code implementations31 Jan 2020 Shabnam Rezaei, Sofiene Affes

In this paper, we propose a multi-layer artificial neural network (ANN) that is trained with the Levenberg-Marquardt algorithm for use in signal detection over multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) systems, particularly those with low-resolution analog-to-digital converters (LR-ADCs).

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