Machine Learning algorithms for prediction of energy consumption and IoT modeling in complex networks

RH Fard, S Hosseini - Microprocessors and Microsystems, 2022 - Elsevier
energy consumption on the Internet of Things (IoT) has been studied. The purpose of this
paper is to predict the factors affecting energy consumption in … forest and neural network. These …

On the bound of energy consumption in cellular IoT networks

B Al Homssi, A Al-Hourani… - … and Networking, 2019 - ieeexplore.ieee.org
… cellular network are based solely on star topologies. In this paper, we explore the theoretical
bounds of energyconsumption of IoT … [3] on the energy-consumption of end IoT devices in a …

An approach to analyse energy consumption of an IoT system

HK Yugank, R Sharma, SH Gupta - International Journal of Information …, 2022 - Springer
… of an IoT device as well as energy and power consumption by various sensors and SoCs
for a given application has been discussed. Further, the optimization of energy consumption

An IoT-based prediction technique for efficient energy consumption in buildings

S Goudarzi, MH Anisi, SA Soleymani… - … and Networking, 2021 - ieeexplore.ieee.org
… and prediction of energy consumption at the building level using the latest technologies
including Internet of Things (IoT) and data analytics to determine and enhance energy usage. …

Real-time detection of energy consumption of IoT network nodes based on artificial intelligence

J Zhang - Computer Communications, 2020 - Elsevier
network energy consumption and network delay, node equilibrium energy distribution, network
… Compared with similar algorithms, the average energy consumption has been saved by …

Power consumption of IoT access network technologies

C Gray, R Ayre, K Hinton… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
… This paper examines, from an energy consumption viewpoint, some options for deploying a
… the energy consumption of different access network types when handling traffic with IoTlike …

An analysis of the energy consumption of LPWA-based IoT devices

J Finnegan, S Brown - … International Symposium on Networks …, 2018 - ieeexplore.ieee.org
… The goal of this paper is to show the reality of the energy consumption rates of … -IoT, and
EC-GSM-IoT nodes for a set of daily throughputs. In this paper we present related work, energy

Optimization for wireless-powered IoT networks enabled by an energy-limited UAV under practical energy consumption model

HT Ye, X Kang, J Joung… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… conventional wireless powered networks, in which a highpower fixed hybrid access point
base station is used to power IoT devices [12], we consider a linear energy harvesting model …

Minimization of the worst case average energy consumption in UAV-assisted IoT networks

OM Rosabal, OLA López, DE Pérez… - … Internet of Things …, 2022 - ieeexplore.ieee.org
energy-efficient UAV-assisted IoT network, where we reduce the transmit energy consumption
for the worst case IoT … the worst case average energy consumption of the IoT nodes’ uplink …

Optimizing energy consumption in IoT-based scalable wireless sensor networks

V Rishiwal, P Yadav, O Singh… - International Journal of …, 2021 - igi-global.com
… in IoT-based scenario to enhance network performance with … based optimized energy clustering
routing (QOECR) protocol for IoT-… In current epoch of IoT, energy consumption by sensor …