PROGNOES: Prediction of Harvestable Solar Energy Based on Sun Irradiation and Weather Conditions

S Mosavat, P Golkar, M Zella, PJ Marrón - Proceedings of the 20th ACM …, 2022 - dl.acm.org
Energy harvesting, batteryless devices can mitigate many shortcomings of battery-operated
devices in the coming years, particularly in the area of the Internet of Things. Solar energy is …

[PDF][PDF] Its-pro-flow: a new enhanced short-term traffic flow prediction for intelligent transportation systems

HI Kozici, S Kosunalp, M Arucu - Zeszyty Naukowe. Transport …, 2023 - bibliotekanauki.pl
Short-term traffic flow prediction plays a significant role in various applications of intelligent
transportation systems (ITS), such as road traffic control and route guidance. This requires …

Prediction-based energy efficient opportunistic routing protocol in wireless sensor networks

S Nagadivya, R Manoharan - International Journal of …, 2020 - inderscienceonline.com
Opportunistic routing is a most promising routing method for improving the network lifetime
and throughput of wireless sensor networks (WSN). It utilises the broadcast nature of WSN …

[PDF][PDF] ITS-PRO-FLOW: A NEW ENHANCED SHORT-TERM TRAFFIC FLOW PREDICTION FOR INTELLIGENT TRANSPORTATION SYSTEMS.

HI KAZICI, S KOSUNALP, M ARUCU - Scientific Journal of Silesian …, 2023 - sjsutst.polsl.pl
Short-term traffic flow prediction plays a significant role in various applications of intelligent
transportation systems (ITS), such as road traffic control and route guidance. This requires …

SWAF: a distributed solar wsn adaptive framework

Y Hu, D Ma, X Huang, X Du, A Xiao - … , ICA3PP 2020, New York City, NY …, 2020 - Springer
This article comes from a solar WSN air monitoring system deployed outdoors. We find that
two issues have not been properly resolved: 1, The actual deployment environment of the …

Deep Learning-Based Receiver Energy Prediction in Energy Harvesting Wireless Sensor Network

E Zazoua, W Ajib, M Boukadoum - 2023 IEEE 14th Latin …, 2023 - ieeexplore.ieee.org
Predicting the available energy at a receiver node in energy-harvesting wireless sensor
networks may substantially improve data transmission and routing performances. In this …

Advances and Challenges in Real-time Energy Harvesting Cyber Physical Systems

M El Ghor, M Chetto, H El Ghor - The 12th International Conference on …, 2024 - hal.science
Designing Energy Harvesting Cyber Physical Systems (EH CPS) with real-time capabilities
requires a sophisticated approach that integrates energy aware scheduling policies …

[PDF][PDF] INCREASING PREDICTION ACCURACY OF UNIVARIATE SOLAR FORECASTING USING HOLT WINTER METHOD WITH DAMPED ADDITIVE TREND AND …

VK Verma, SS Srikant - Semiconductor Optoelectronics, 2024 - bdtgd.cn
Energy harvesting plays a crucial role in extending the lifespan of wireless sensor networks
deployed in unattended environments such as forest fire detection and flood detection …

[PDF][PDF] Research Article Optimal Neural Network for Predicting Solar Energy in Sensor Units Based on a Cascaded Input/Structure Direct Optimization

M Al-Omary, R Aljarrah, A Albatayneh, K Alzaareer… - 2022 - academia.edu
The sensor units are considered one of the significant technologies that use solar energy as
an assistant power source to the batteries. Despite their advantages over the other forms of …

[PDF][PDF] Enabling Reliable Environmental Sensing with LoRa, Energy Harvesting, and Domain Adaptation

A Ma, JCT Rodriguez, M Sha - users.cs.fiu.edu
Environmental sensing is essential for many applications. Many existing efforts rely on the
readings provided by the weather stations maintained by federal, regional, or local …