Samad Ali

Orcid: 0000-0002-1171-8435

According to our database1, Samad Ali authored at least 47 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Diffusion Model-Aided Data Reconstruction in Cell-Free Massive MIMO Downlink: A Computation-Aware Approach.
IEEE Wirel. Commun. Lett., November, 2024

Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs.
IEEE Trans. Netw. Serv. Manag., February, 2024

Graph Representation Learning for Wireless Communications.
IEEE Commun. Mag., January, 2024

Denoising Diffusion Probabilistic Models for Hardware-Impaired Communications.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023
Deep Reinforcement Learning for Practical Phase-Shift Optimization in RIS-Aided MISO URLLC Systems.
IEEE Internet Things J., May, 2023

A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration.
CoRR, 2023

Generative AI-Based Probabilistic Constellation Shaping With Diffusion Models.
CoRR, 2023

Denoising Diffusion Probabilistic Models for Hardware-Impaired Communication Systems: Towards Wireless Generative AI.
CoRR, 2023

WiGenAI: The Symphony of Wireless and Generative AI via Diffusion Models.
CoRR, 2023

Probabilistic Constellation Shaping With Denoising Diffusion Probabilistic Models: A Novel Approach.
CoRR, 2023

Deep Contextual Bandits Learning-Based Beam Selection for mmWave MIMO Systems.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

2022
Constrained Deep Reinforcement Based Functional Split Optimization in Virtualized RANs.
IEEE Trans. Wirel. Commun., 2022

Relay Selection and Power Allocation for Energy Efficiency Maximization in Hybrid Satellite-UAV Networks With CoMP-NOMA Transmission.
IEEE Trans. Veh. Technol., 2022

Joint Sum Rate and Blocklength Optimization in RIS-Aided Short Packet URLLC Systems.
IEEE Commun. Lett., 2022

Deep Learning-Based Blind Multiple User Detection for Grant-free SCMA and MUSA Systems.
CoRR, 2022

Elevated LiDAR based Sensing for 6G - 3D Maps with cm Level Accuracy.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Removing Power Amplifier Distortions at the Receiver using Deep Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Learning-Based Orchestration for Dynamic Functional Split and Resource Allocation in vRANs.
Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Deep Reinforcement Learning for Practical Phase Shift Optimization in RIS-assisted Networks over Short Packet Communications.
Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Terahertz Sensing using Deep Neural Network for Material Identification.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2022

2021
Deep Contextual Bandits for Fast Neighbor-Aided Initial Access in mmWave Cell-Free Networks.
IEEE Wirel. Commun. Lett., 2021

Average Rate and Error Probability Analysis in Short Packet Communications Over RIS-Aided URLLC Systems.
IEEE Trans. Veh. Technol., 2021

Deep Contextual Bandits for Fast Initial Access in mmWave Based User-Centric Ultra-Dense Networks.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Deep Learning-Based Active User Detection for Grant-free SCMA Systems.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Deep Neural Network-Based Blind Multiple User Detection for Grant-free Multi-User Shared Access.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Investigating Communications Energy Efficiency Tradeoff Between UAV Users and Small-cell Users.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Deep Reinforcement Based Optimization of Function Splitting in Virtualized Radio Access Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Average Rate Analysis of RIS-aided Short Packet Communication in URLLC Systems.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Hierarchical Multi-Objective Deep Reinforcement Learning for Packet Duplication in Multi-Connectivity for URLLC.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020
Learning-based predictive resource allocation for machine type communications.
PhD thesis, 2020

Sleeping Multi-Armed Bandit Learning for Fast Uplink Grant Allocation in Machine Type Communications.
IEEE Trans. Commun., 2020

Contextual Bandit Learning for Machine Type Communications in the Null Space of Multi-Antenna Systems.
IEEE Trans. Commun., 2020

Deep Reinforcement Learning Based Fast Initial Access For mmWave Based User-centric Systems.
CoRR, 2020

6G White Paper on Machine Learning in Wireless Communication Networks.
CoRR, 2020

Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Cyber-Physical Security and Safety of Autonomous Connected Vehicles: Optimal Control Meets Multi-Armed Bandit Learning.
IEEE Trans. Commun., 2019

Fast Uplink Grant for Machine Type Communications: Challenges and Opportunities.
IEEE Commun. Mag., 2019

Full-Duplex UAV Relay Positioning for Vehicular Communications with Underlay V2V Links.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Multi-Armed Bandit Learning for Full-Duplex UAV Relay Positioning for Vehicular Communications.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

2018
A Directed Information Learning Framework for Event-Driven M2M Traffic Prediction.
IEEE Commun. Lett., 2018

Peer-to-Peer Energy Trading and Grid Control Communications Solutions' Feasibility Assessment Based on Key Performance Indicators.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Sleeping Multi-Armed Bandits for Fast Uplink Grant Allocation in Machine Type Communications.
Proceedings of the IEEE Globecom Workshops, 2018

2017
Opportunistic Scheduling of Machine Type Communications as Underlay to Cellular Networks.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

2016
An Overview of Device-to-Device Communications Technology Components in METIS.
IEEE Access, 2016

2015
Effect of interference of full-duplex transmissions in underlay device-to-device communication.
Proceedings of the 14th IEEE Canadian Workshop on Information Theory, 2015

2014
Full duplex device-to-device communication in cellular networks.
Proceedings of the European Conference on Networks and Communications, 2014

Effect of Residual of Self-Interference in Performance of Full-Duplex D2D Communication.
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014


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