Search Results for author: Mohit K. Sharma

Found 3 papers, 0 papers with code

UAV Immersive Video Streaming: A Comprehensive Survey, Benchmarking, and Open Challenges

no code implementations31 Oct 2023 Mohit K. Sharma, Chen-Feng Liu, Ibrahim Farhat, Nassim Sehad, Wassim Hamidouche, Merouane Debbah

However, achieving this immersive experience necessitates encoding omnidirectional videos in high resolution, leading to increased bitrates.

Benchmarking

Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach

no code implementations1 Apr 2019 Mohit K. Sharma, Alessio Zappone, Mohamad Assaad, Merouane Debbah, Spyridon Vassilaras

In the proposed framework, we model the online power control problem as a discrete-time mean-field game (MFG), and analytically show that the MFG has a unique stationary solution.

Multi-agent Reinforcement Learning reinforcement-learning +1

Deep Learning Based Online Power Control for Large Energy Harvesting Networks

no code implementations8 Mar 2019 Mohit K. Sharma, Alessio Zappone, Merouane Debbah, Mohamad Assaad

In this paper, we propose a deep learning based approach to design online power control policies for large EH networks, which are often intractable stochastic control problems.

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