Internet of Things as Tool of Global Welfare

Weber, Rolf H.; Weber, Romana

doi:10.1007/978-3-642-11710-7_5

Cited by 4 publications

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“…To deal with this issue, modern intelligent buildings are fitted with multiple temperature sensors and occupancy sensors to provide accurate, room level control and adjustment to the current user activity levels. The advent and fast adoption of the Internet of Things (IoT) has transformed multiple application areas [5,6]. Among others, it has facilitated the introduction of a new generation of building management systems (BMSs) [7,8].…”

Section: Introductionmentioning

confidence: 99%

Low-Cost Thermal Camera-Based Counting Occupancy Meter Facilitating Energy Saving in Smart Buildings

Kraft¹,

Aszkowski²,

Pieczyński³

et al. 2021

Energies

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Using passive infrared sensors is a well-established technique of presence monitoring. While it can significantly reduce energy consumption, more savings can be made when utilising more modern sensor solutions coupled with machine learning algorithms. This paper proposes an improved method of presence monitoring, which can accurately derive the number of people in the area supervised with a low-cost and low-energy thermal imaging sensor. The method utilises U-Net-like convolutional neural network architecture and has a low parameter count, and therefore can be used in embedded scenarios. Instead of providing simple, binary information, it learns to estimate the occupancy density function with the person count and approximate location, allowing the system to become considerably more flexible. The tests show that the method compares favourably to the state of the art solutions, achieving significantly better results.

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Section: Introductionmentioning

confidence: 99%

Low-Cost Thermal Camera-Based Counting Occupancy Meter Facilitating Energy Saving in Smart Buildings

Kraft¹,

Aszkowski²,

Pieczyński³

et al. 2021

Energies

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“…708 See Murray, 2007, 141-144. 711 See also Weber, 2009, 105/06. 710 This is the approach of Murray, 2007, 148.…”

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confidence: 99%

“…A multidisciplinary examination of the relevant questions incorporating social-legal, economic, policy-oriented and game theory studies as well as interdisciplinary information studies drawing on socio-economic and political analysis is indispensable. 790 The realization of the multistakeholder participation is particularly appropriate if a co-regulation system exists which balances the often mutually exclusive interests of the State, the businesses, and civil society. Developing a multidisciplinary catalog of methodologies as well as the corresponding multidisciplinary tools can improve comprehension of challenges of better participative decision-making, including consideration of governance concepts.…”

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confidence: 99%

Realizing a New Global Cyberspace Framework

Weber¹

2015

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This work is subject to copyright in the name of Schulthess Juristische Medien and with license to Springer Berlin Heidelberg. All further rights are reserved by Schulthess Juristische Medien, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work.

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Internet of Things as Tool of Global Welfare

Cited by 4 publications

References 0 publications

Low-Cost Thermal Camera-Based Counting Occupancy Meter Facilitating Energy Saving in Smart Buildings

Low-Cost Thermal Camera-Based Counting Occupancy Meter Facilitating Energy Saving in Smart Buildings

Realizing a New Global Cyberspace Framework

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