Search Results for author: Muhammad Karam Shehzad

Found 4 papers, 0 papers with code

Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet

no code implementations11 Aug 2022 Muhammad Karam Shehzad, Luca Rose, Muhammad Furqan Azam, Mohamad Assaad

Channel state information (CSI) is of pivotal importance as it enables wireless systems to adapt transmission parameters more accurately, thus improving the system's overall performance.

Time Series Time Series Analysis

A Novel Algorithm to Report CSI in MIMO-Based Wireless Networks

no code implementations1 Apr 2021 Muhammad Karam Shehzad, Luca Rose, Mohamad Assaad

Besides, in the immobile radio channel, feedback can be eliminated, which brings the benefit of further reducing the OTA overhead.

Dealing with CSI Compression to Reduce Losses and Overhead: An Artificial Intelligence Approach

no code implementations1 Apr 2021 Muhammad Karam Shehzad, Luca Rose, Mohamad Assaad

The proposed scheme enhances the CSI compression, which is done at the mobile terminal (MT), along with accurate recovery of estimated CSI at the BS.

A Drone-Aided Blockchain-Based Smart Vehicular Network

no code implementations25 Jul 2020 Muhammad Asaad Cheema, Muhammad Karam Shehzad, Hassaan Khaliq Qureshi, Syed Ali Hassan, Haejoon Jung

This paper is mainly focused on the blockchain-based secure system design and the optimal placement of drones to improve the spectral efficiency of the overall network.

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