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High-performance computing installations, which are at the basis of web and cloud servers as well as supercomputers, are constrained by two main conflicting requirements: IT power consumption generated by the computing nodes and the heat…

Networking and Internet Architecture · Computer Science 2019-02-28 Tommaso Polonelli , Davide Brunelli , Andrea Bartolini , Luca Benini

Consumer grade weather stations typically involve transmitting sensor information to a digital console that provides readouts of the data being collected. The wireless range of such system is confined to about 100 m, making their use…

Networking and Internet Architecture · Computer Science 2019-06-10 Ermanno Pietrosemoli , Marco Rainone , Marco Zennaro

The integration of LoRaWAN (Long Range Wide Area Network) technology with both active and passive sensors presents a transformative opportunity for the development of smart home systems. This paper explores how active sensors, such as…

Emerging Technologies · Computer Science 2024-10-29 Ramakant Kumar

In recent years, the use of Low Power Wide Area Network (LPWAN) is increasing for the Internet of Things (IoT) applications. In order to demonstrate the application of LPWAN technologies for a realistic smart metering scenario, we set-up…

Networking and Internet Architecture · Computer Science 2019-07-30 Muhammad Nouman Rafi , Muhammad Muaaz

In this article, we propose a reliable and low-latency Long Range Wide Area Network (LoRaWAN) solution for environmental monitoring in factories at major accident risk (FMAR). In particular, a low power wearable device for sensing the toxic…

Signal Processing · Electrical Eng. & Systems 2022-02-18 Dinesh Tamang , Alessandro Pozzebon , Lorenzo Parri , Ada Fort , Andrea Abrardo

IoT has a significant role in the smart campus. This paper presents a detailed description of the Smart Campus dataset based on LoRaWAN. LoRaWAN is an emerging technology that enables serving hundreds of IoT devices. First, we describe the…

Machine Learning · Computer Science 2023-04-27 Eslam Eldeeb , Hirley Alves

The Long-Range Wide-Area Network (LoRaWAN) specification was released in 2015, primarily to support the Internet-of-Things by facilitating wireless communication over long distances. Since 2015, the role-out and adoption of LoRaWAN has seen…

Networking and Internet Architecture · Computer Science 2017-06-13 Norbert Blenn , Fernando Kuipers

Urban land use structures impact local climate conditions of metropolitan areas. To shed light on the mechanism of local climate wrt. urban land use, we present a novel, data-driven deep learning architecture and pipeline, DeepLCZChange, to…

Computer Vision and Pattern Recognition · Computer Science 2023-06-13 Wenlu Sun , Yao Sun , Chenying Liu , Conrad M Albrecht

The environmental impact of Large Language Models (LLMs) on data centers hosting these models is becoming a significant concern. While many efforts have focused on reducing the substantial training overhead of LLMs, carbon and water…

Systems and Control · Electrical Eng. & Systems 2026-03-10 Arash Khalatbarisoltani , Amin Mahmoudi , Jie Han , Muhammad Saeed , Wenxue Liu , Jinwen Li , Solmaz Kahourzade , Amirmehdi Yazdani , Xiaosong Hu

Underground infrastructure networks form the backbone of vital supply and disposal systems. However, they are under-monitored in comparison to their value. This is due, in large part, to the lack of energy supply for monitoring and data…

Systems and Control · Electrical Eng. & Systems 2022-04-11 Simon Mathis , Juan-Mario Gruber , Christian Ebi , Simon Bloem , Jörg Rieckermann , Frank Blumensaat

Federal Aviation Administration (FAA) of the United States is considering Remote ID systems for unmanned aerial vehicles (UAVs). These systems act as license plates used on automobiles, but they transmit information using radio waves. To be…

Networking and Internet Architecture · Computer Science 2020-04-17 Ali Ghubaish , Tara Salman , Raj Jain

Nowadays, many technological advances applied to the Internet of Things (IoT) make the introduction of innovative sensors aimed to deploy efficient wireless sensor networks possible. In order to improve the environment and people's lives,…

We conducted a field study at a K-12 private school in the suburbs of Melbourne, Australia. The data capture contained two elements: First, a 5-month longitudinal field study In-Gauge using two outdoor weather stations, as well as indoor…

Human-Computer Interaction · Computer Science 2022-04-25 Nan Gao , Max Marschall , Jane Burry , Simon Watkins , Flora D. Salim

LoRaWAN is a Low Power Wide Area Network technology featuring long transmission ranges and a simple MAC layer, which can support sensor data collection, control applications and reliable services thanks to the flexibility offered by a large…

Networking and Internet Architecture · Computer Science 2021-08-10 Davide Magrin , Martina Capuzzo , Andrea Zanella , Michele Zorzi

Reinforcement learning (RL)-based heating, ventilation, and air conditioning (HVAC) control has emerged as a promising technology for reducing building energy consumption while maintaining indoor thermal comfort. However, the efficacy of…

Multiple LPWANs have been rolled out to support the variety of IoT applications that are crucial to the ongoing digital transformation. These networks vary largely in terms of quality-of-service, throughput and energy-efficiency. To cover…

Networking and Internet Architecture · Computer Science 2022-07-18 Guus Leenders , Gilles Callebaut , Liesbet Van der Perre , Lieven De Strycker

Continuous energy monitoring is essential for identifying potential savings and predicting the energy requirements of buildings. Energy meters are often located in underground spaces that are difficult to reach with wireless technology.…

Networking and Internet Architecture · Computer Science 2025-12-02 Christof Röhrig , Benz Cramer

In this article, we present the results of experiments with finding an efficient radio transmission method for an electric energy measurement system called OneMeter 2.0. This system offers a way of collecting energy usage data from beacons…

Networking and Internet Architecture · Computer Science 2024-06-27 Łukasz Marcul , Mateusz Brzozowski , Artur Janicki

Long range wide area networks (LoRaWAN) technology provides a simple solution to enable low-cost services for low power internet-of-things (IoT) networks in various applications. The current evaluation of LoRaWAN networks relies on…

Networking and Internet Architecture · Computer Science 2020-09-22 Furqan Hameed Khan , Raja Jurdak , Marius Portmann

The rising temperature is one of the key indicators of a warming climate, and it can cause extensive stress to biological systems as well as built structures. Due to the heat island effect, it is most severe in urban environments compared…

Machine Learning · Computer Science 2021-02-08 Manzhu Yu , Fangcao Xu , Weiming Hu , Jian Sun , Guido Cervone
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