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07/07/2021
Cellular, Wide-Area, and Non-Terrestrial IoT: A Survey on 5G Advances and the Road Towards 6G
The next wave of wireless technologies is proliferating in connecting th...
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01/22/2020
Machine Learning assisted Handover and Resource Management for Cellular Connected Drones
Enabling cellular connectivity for drones introduces a wide set of chall...
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06/03/2019
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
Prediction of user traffic in cellular networks has attracted profound a...
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05/09/2019
User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches
Traffic prediction plays a vital role in efficient planning and usage of...
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12/22/2018
Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning
Supporting ultra-reliable low-latency communications (URLLC) is a major ...
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07/15/2018
Latency-Energy Tradeoff based on Channel Scheduling and Repetitions in NB-IoT Systems
Narrowband IoT (NB-IoT) is the latest IoT connectivity solution presente...
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07/15/2018
Self-organized Low-power IoT Networks: A Distributed Learning Approach
Enabling large-scale energy-efficient Internet-of-things (IoT) connectiv...
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07/15/2018
Performance Evaluation and Optimization of LPWA IoT Networks: A Stochastic Geometry Approach
Leveraging grant-free radio access for enabling lowpower wide-area (LPWA...
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04/25/2018
Optimized Resource Provisioning and Operation Control for Low-power Wide-area IoT Networks
The tradeoff between cost of the access network and quality of offered s...
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02/19/2018