MEC-enabled Energy Cooperation for Sustainable 5G Networks Exploiting the Location Service API

11/24/2019
by   Thembelihle Dlamini, et al.
0

The substantial growth in wireless data traffic, and the emergence of delay-sensitive application/services requiring ultra-low latency, has resulted into a new Mobile Network (MN) design paradigm called Multi-access Edge Computing (MEC). In this, the Base Stations (BSs) are empowered with computing capabilities, and they are densely deployed in order to increase network coverage and provide high throughput to mobile users. These developments require energy self-sustainability in order to minimize the carbon emission into the atmosphere and the dependence on the power grid. As a solution to this, we advocate for the integration of Energy Harvesting (EH) systems, e.g., solar panels or wind turbines (together with energy storage devices), into future BSs and edge computing systems (i.e., MEC servers). However, due to traffic load and harvested energy variations within a coverage area, the stored energy levels will also vary. To compensate for green energy imbalance within the network, energy cooperation (transfer) can be enabled by an energy trading application hosted in the MEC platform, and the energy packets traverse over the Power Packet Grid (DC power lines and switches) from the source BS(s) to the energy-deficient BS(s). In this paper, we jointly perform energy allocation and energy routing using an online algorithm based on Lyapunov drift-and-penalty optimization theorem (named Lyapunov) for enabling energy cooperation, leveraging the MEC Location Service (LS) Application Programmable Interface (API). Our numerical results reveal that the Lyapunov algorithm is able to deliver sufficient amount of energy under normal solar irradiance without the effects of the control parameter

READ FULL TEXT

page 1

page 2

page 3

page 4

page 5

page 6

research
02/14/2019

Online Resource Management in Energy Harvesting BS Sites through Prediction and Soft-Scaling of Computing Resources

Multi-Access Edge Computing (MEC) is a paradigm for handling delay sensi...
research
03/16/2018

Energy Sustainable Mobile Networks via Energy Routing, Learning and Foresighted Optimization

The design of self-sustainable base station (BS) deployments is addresse...
research
05/13/2019

Enabling Mobility in LTE-Compatible Mobile-edge Computing with Programmable Switches

Network softwarization triggered a new wave of innovation in modern netw...
research
09/29/2021

On the Application of Uplink/Downlink Decoupled Access in Heterogeneous Mobile Edge Computing

Mobile edge computing (MEC) is a key player in low latency 5G networks w...
research
11/22/2022

Sustainable Wireless Services with UAV Swarms Tailored to Renewable Energy Sources

Unmanned Aerial Vehicle (UAV) swarms are often required in off-grid scen...
research
12/08/2019

Spatial and Temporal Management of Cellular HetNets with Multiple Solar Powered Drones

This paper proposes an energy management framework for cellular heteroge...
research
01/26/2021

Separation of Control and Data Transmissions in 5G Networks may not be Beneficial

The logical separation of control signaling from data transmission in a ...

Please sign up or login with your details

Forgot password? Click here to reset