The power of models: Modeling power consumption for IoT devices

B Martinez, M Monton, I Vilajosana… - IEEE Sensors …, 2015 - ieeexplore.ieee.org
It is noteworthy that a systematic study of how energy is … a system-level energy consumption
model (the EDEV term in Eq… -wide view toward modeling the energy use of smart sensor …

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
… Shannon model, we derive practical lower energy consumption … lower bound for energy
consumption in IoT networks, to the … (minimum) energy consumption of IoT systems based on the …

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
… 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 as in [2]–[7], …

A system model for energy efficient green-IoT network

SF Abedin, MGR Alam, R Haw… - … information networking  …, 2015 - ieeexplore.ieee.org
… green communication and system model in IoT has been a core … energy efficiency issues
across diverse IoT driven networksenergy consumption is acute in different heterogeneous IoT

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

J Finnegan, S Brown - … International Symposium on Networks …, 2018 - ieeexplore.ieee.org
energy consumption rates of different wireless technologies. Throughput is not the sole factor
in determining the device lifetime of a node, but it … related work, energy models, the device …

Modeling the performance of IoT networks

S Sankaran - … International Conference on Advanced Networks …, 2016 - ieeexplore.ieee.org
… traffic sources on performance and energy consumption in IoT networks. … in use. To analyze
the impact of performance on IoT networks, we build a simulation model for IoT networks

A realistic energy consumption model for TSCH networks

X Vilajosana, Q Wang, F Chraim… - IEEE Sensors …, 2013 - ieeexplore.ieee.org
… The authors focus on analyzing the WirelessHART protocol and identifying the main aspects
that contribute to the energy consumption it induces. They focus is on exploiting different …

A CPN-based model for assessing energy consumption of IoT networks

D Lages, E Borba, E Tavares, A Balieiro… - The Journal of …, 2023 - Springer
… Unlike previous works, this paper proposes a Colored Petri net modeling approach for
assessing the energy consumption of LPWAN-based IoT systems, addressing nodes with CPU …

Power consumption of IoT access network technologies

C Gray, R Ayre, K Hinton… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
… the energy consumption of different access network types when handling traffic with IoTlike …
, we have developed a power consumption model for estimating the power consumption per …