Thirty years of machine learning: The road to Pareto-optimal wireless networks
Future wireless networks have a substantial potential in terms of supporting a broad range of
complex compelling applications both in military and civilian fields, where the users are able …
complex compelling applications both in military and civilian fields, where the users are able …
Heterogeneous vehicular networking: A survey on architecture, challenges, and solutions
With the rapid development of the Intelligent Transportation System (ITS), vehicular
communication networks have been widely studied in recent years. Dedicated Short Range …
communication networks have been widely studied in recent years. Dedicated Short Range …
Energy-efficient resource allocation for downlink non-orthogonal multiple access network
Non-orthogonal multiple access (NOMA) is a promising technique for the fifth generation
mobile communication due to its high spectral efficiency. By applying superposition coding …
mobile communication due to its high spectral efficiency. By applying superposition coding …
State of the art in LP-WAN solutions for industrial IoT services
R Sanchez-Iborra, MD Cano - Sensors, 2016 - mdpi.com
The emergence of low-cost connected devices is enabling a new wave of sensorization
services. These services can be highly leveraged in industrial applications. However, the …
services. These services can be highly leveraged in industrial applications. However, the …
Resource allocation for cognitive small cell networks: A cooperative bargaining game theoretic approach
Cognitive small cell networks have been envisioned as a promising technique for meeting
the exponentially increasing mobile traffic demand. Recently, many technological issues …
the exponentially increasing mobile traffic demand. Recently, many technological issues …
Combination of ultra-dense networks and other 5G enabling technologies: A survey
Recently, to address the astonishing capacity requirement of 5G, researchers are
investigating the possibility of combining different technologies with ultra-dense networks …
investigating the possibility of combining different technologies with ultra-dense networks …
Joint coordinated beamforming and power splitting ratio optimization in MU-MISO SWIPT-enabled HetNets: A multi-agent DDQN-based approach
This paper proposes a multi-agent double deep Q network (DDQN)-based approach to
jointly optimize the beamforming vectors and power splitting (PS) ratio in multi-user multiple …
jointly optimize the beamforming vectors and power splitting (PS) ratio in multi-user multiple …
Downlink energy efficiency of power allocation and wireless backhaul bandwidth allocation in heterogeneous small cell networks
The widespread application of wireless services and dense devices access has triggered
huge energy consumption. Because of the environmental and financial considerations …
huge energy consumption. Because of the environmental and financial considerations …
A two-timescale duplex neurodynamic approach to mixed-integer optimization
This article presents a two-timescale duplex neurodynamic approach to mixed-integer
optimization, based on a biconvex optimization problem reformulation with additional …
optimization, based on a biconvex optimization problem reformulation with additional …
Energy efficient resource allocation in terahertz downlink NOMA systems
H Zhang, Y Duan, K Long… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Terahertz (THz) band has attracted considerable interest recently due to its superior high
frequency and large available bandwidth. THz could act a vital part in the sixth generation …
frequency and large available bandwidth. THz could act a vital part in the sixth generation …