A comprehensive survey on Internet of Things (IoT) toward 5G wireless systems
Recently, wireless technologies have been growing actively all around the world. In the
context of wireless technology, fifth-generation (5G) technology has become a most …
context of wireless technology, fifth-generation (5G) technology has become a most …
Next generation 5G wireless networks: A comprehensive survey
The vision of next generation 5G wireless communications lies in providing very high data
rates (typically of Gbps order), extremely low latency, manifold increase in base station …
rates (typically of Gbps order), extremely low latency, manifold increase in base station …
What will 5G be?
What will 5G be? What it will not be is an incremental advance on 4G. The previous four
generations of cellular technology have each been a major paradigm shift that has broken …
generations of cellular technology have each been a major paradigm shift that has broken …
A survey of 5G network: Architecture and emerging technologies
In the near future, ie, beyond 4G, some of the prime objectives or demands that need to be
addressed are increased capacity, improved data rate, decreased latency, and better quality …
addressed are increased capacity, improved data rate, decreased latency, and better quality …
Applications of multi-agent reinforcement learning in future internet: A comprehensive survey
Future Internet involves several emerging technologies such as 5G and beyond 5G
networks, vehicular networks, unmanned aerial vehicle (UAV) networks, and Internet of …
networks, vehicular networks, unmanned aerial vehicle (UAV) networks, and Internet of …
A survey of recent advances in optimization methods for wireless communications
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …
solution tool for the design of wireless communications systems. While optimization has …
Optimal wireless resource allocation with random edge graph neural networks
We consider the problem of optimally allocating resources across a set of transmitters and
receivers in a wireless network. The resulting optimization problem takes the form of …
receivers in a wireless network. The resulting optimization problem takes the form of …
Spatial deep learning for wireless scheduling
The optimal scheduling of interfering links in a dense wireless network with full frequency
reuse is a challenging task. The traditional method involves first estimating all the interfering …
reuse is a challenging task. The traditional method involves first estimating all the interfering …
Towards optimal power control via ensembling deep neural networks
A deep neural network (DNN) based power control method that aims at solving the non-
convex optimization problem of maximizing the sum rate of a fading multi-user interference …
convex optimization problem of maximizing the sum rate of a fading multi-user interference …
Learning optimal resource allocations in wireless systems
This paper considers the design of optimal resource allocation policies in wireless
communication systems, which are generically modeled as a functional optimization …
communication systems, which are generically modeled as a functional optimization …