Communication energy aware sensor selection in IoT systems

Zhenqiu Huang; Kwei Jay Lin; Congmiao Li; Sen Zhou

doi:10.1109/iThings.2014.42

Communication energy aware sensor selection in IoT systems

Zhenqiu Huang, Kwei Jay Lin, Congmiao Li, Sen Zhou

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

To prolong the IoT system lifetime, a system should minimize the energy comsumption on devices. The RF communication energy cost is dependent on the communication distance. This paper presents a communication distance aware methodology for mapping and deploying IoT applications on sensor devices in a physical environment. Given a flow-based service process, WuKong will select and set up the most efficient configuration for the process. The sensor selection methodology reported in this paper takes the communication distance into consideration in order to minimize the communication energy consumption. We define a quadratic programming based problem model, and present algorithms based on the Integer Linear Programming (ILP) model. We show the algorithm performance by simulation.

Original language	English
Title of host publication	Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	235-242
Number of pages	8
ISBN (Electronic)	9781479959679
DOIs	https://doi.org/10.1109/iThings.2014.42
State	Published - 12 03 2014
Externally published	Yes
Event	2014 IEEE International Conference on Internet of Things, iThings 2014, Collocated with 2014 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2014 and 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 - Taipei, Taiwan Duration: 01 09 2014 → 03 09 2014

Publication series

Name	Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014

Conference

Conference	2014 IEEE International Conference on Internet of Things, iThings 2014, Collocated with 2014 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2014 and 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014
Country/Territory	Taiwan
City	Taipei
Period	01/09/14 → 03/09/14

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

Keywords

Energy optimization
Integer linear programming
Internet of things
Quadratic programming
Sensor mapping
Wireless sensor network

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/iThings.2014.42

Cite this

Huang, Z., Lin, K. J., Li, C., & Zhou, S. (2014). Communication energy aware sensor selection in IoT systems. In Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014 (pp. 235-242). Article 7059667 (Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iThings.2014.42

Huang, Zhenqiu ; Lin, Kwei Jay ; Li, Congmiao et al. / Communication energy aware sensor selection in IoT systems. Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 235-242 (Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014).

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abstract = "To prolong the IoT system lifetime, a system should minimize the energy comsumption on devices. The RF communication energy cost is dependent on the communication distance. This paper presents a communication distance aware methodology for mapping and deploying IoT applications on sensor devices in a physical environment. Given a flow-based service process, WuKong will select and set up the most efficient configuration for the process. The sensor selection methodology reported in this paper takes the communication distance into consideration in order to minimize the communication energy consumption. We define a quadratic programming based problem model, and present algorithms based on the Integer Linear Programming (ILP) model. We show the algorithm performance by simulation.",

keywords = "Energy optimization, Integer linear programming, Internet of things, Quadratic programming, Sensor mapping, Wireless sensor network",

author = "Zhenqiu Huang and Lin, {Kwei Jay} and Congmiao Li and Sen Zhou",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 IEEE International Conference on Internet of Things, iThings 2014, Collocated with 2014 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2014 and 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 ; Conference date: 01-09-2014 Through 03-09-2014",

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Huang, Z, Lin, KJ, Li, C & Zhou, S 2014, Communication energy aware sensor selection in IoT systems. in Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014., 7059667, Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014, Institute of Electrical and Electronics Engineers Inc., pp. 235-242, 2014 IEEE International Conference on Internet of Things, iThings 2014, Collocated with 2014 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2014 and 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014, Taipei, Taiwan, 01/09/14. https://doi.org/10.1109/iThings.2014.42

Communication energy aware sensor selection in IoT systems. / Huang, Zhenqiu; Lin, Kwei Jay; Li, Congmiao et al.
Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 235-242 7059667 (Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Li, Congmiao

AU - Zhou, Sen

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N2 - To prolong the IoT system lifetime, a system should minimize the energy comsumption on devices. The RF communication energy cost is dependent on the communication distance. This paper presents a communication distance aware methodology for mapping and deploying IoT applications on sensor devices in a physical environment. Given a flow-based service process, WuKong will select and set up the most efficient configuration for the process. The sensor selection methodology reported in this paper takes the communication distance into consideration in order to minimize the communication energy consumption. We define a quadratic programming based problem model, and present algorithms based on the Integer Linear Programming (ILP) model. We show the algorithm performance by simulation.

AB - To prolong the IoT system lifetime, a system should minimize the energy comsumption on devices. The RF communication energy cost is dependent on the communication distance. This paper presents a communication distance aware methodology for mapping and deploying IoT applications on sensor devices in a physical environment. Given a flow-based service process, WuKong will select and set up the most efficient configuration for the process. The sensor selection methodology reported in this paper takes the communication distance into consideration in order to minimize the communication energy consumption. We define a quadratic programming based problem model, and present algorithms based on the Integer Linear Programming (ILP) model. We show the algorithm performance by simulation.

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Y2 - 1 September 2014 through 3 September 2014

ER -

Huang Z, Lin KJ, Li C, Zhou S. Communication energy aware sensor selection in IoT systems. In Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 235-242. 7059667. (Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014). doi: 10.1109/iThings.2014.42

Communication energy aware sensor selection in IoT systems

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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