Skip to main content
Erschienen in: Wireless Personal Communications 3/2017

26.05.2017

Optimization of Transmitted Power and Modulation Level for Minimizing Energy Consumption in Wireless Sensor Networks

verfasst von: Mohammed Abo-Zahhad, Mohammed Farrag, Abdelhay Ali

Erschienen in: Wireless Personal Communications | Ausgabe 3/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Energy saving is one of the most important issues of wireless sensor networks (WSNs) that are gaining a lot of attention. In other words, energy modeling plays a greater role in energy optimization that helps designers to produce an economical and practical design of sensor nodes. In this paper, the issue of energy-efficient WSNs design is investigated by focusing on the setting of physical layer parameters. This is achieved by deriving an energy consumption model that considers most of the parameters of the physical layers. The proposed model is validated with real measurements to measure the accuracy of the proposed model. Results show good agreement between proposed model and experimental measurements with mean absolute percentage error less than 6%. The validated model is used to optimize transmitted power and modulation level to achieve minimum energy consumption. Finally, closed-form expressions for optimum transmitted power and modulation level are derived for different modulation schemes.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). Wireless sensor networks: A survey. Computer Networks, 38, 393–422.CrossRef Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). Wireless sensor networks: A survey. Computer Networks, 38, 393–422.CrossRef
2.
Zurück zum Zitat Ammer, J., & Rabaey, J. (2006). The energy-per-useful-bit metric for evaluating and optimizing sensor network physical layers. In Proceedings of the IWWAN06, pp. 1–6. Ammer, J., & Rabaey, J. (2006). The energy-per-useful-bit metric for evaluating and optimizing sensor network physical layers. In Proceedings of the IWWAN06, pp. 1–6.
3.
Zurück zum Zitat Wang, Q., Hempstead, M., & Yang, W. A (2006). Realistic power consumption model for wireless sensor network devices. In 3rd Annual IEEE communications society on sensor and ad hoc communications and networks (SECON), pp. 286–295. Wang, Q., Hempstead, M., & Yang, W. A (2006). Realistic power consumption model for wireless sensor network devices. In 3rd Annual IEEE communications society on sensor and ad hoc communications and networks (SECON), pp. 286–295.
4.
Zurück zum Zitat He, S., Chen, J., Member, S., Yau, D. K. Y., & Sun, Y. (2012). Cross-layer optimization of correlated data gathering in wireless sensor networks. IEEE Transactions on Mobile Computing, 11, 1678–1691.CrossRef He, S., Chen, J., Member, S., Yau, D. K. Y., & Sun, Y. (2012). Cross-layer optimization of correlated data gathering in wireless sensor networks. IEEE Transactions on Mobile Computing, 11, 1678–1691.CrossRef
5.
Zurück zum Zitat Gu, Y., Society, I. C., & Ji, Y. (2013). ESWC: Efficient scheduling for the mobile sink in wireless sensor networks with delay constraint. IEEE Transactions on Parallel and Distributed Systems, 24, 1310–1320.CrossRef Gu, Y., Society, I. C., & Ji, Y. (2013). ESWC: Efficient scheduling for the mobile sink in wireless sensor networks with delay constraint. IEEE Transactions on Parallel and Distributed Systems, 24, 1310–1320.CrossRef
6.
Zurück zum Zitat Melodia, T., Member, S., & Pompili, D. (2007). Communication and coordination in wireless sensor and actor networks. IEEE Transactions on Mobile Computing, 6, 1116–1129.CrossRef Melodia, T., Member, S., & Pompili, D. (2007). Communication and coordination in wireless sensor and actor networks. IEEE Transactions on Mobile Computing, 6, 1116–1129.CrossRef
7.
Zurück zum Zitat Tudose, D., Gheorghe, L., & Tpu, N. (2013). Radio transceiver consumption modeling for multi-hop wireless sensor networks. UPB Scientific Bulletin, Series C: Electrical Engineering, 75, 17–26. Tudose, D., Gheorghe, L., & Tpu, N. (2013). Radio transceiver consumption modeling for multi-hop wireless sensor networks. UPB Scientific Bulletin, Series C: Electrical Engineering, 75, 17–26.
8.
Zurück zum Zitat Howitt, I., & Wang, J. (2004). Energy efficient power control policies for the low rate WPAN. In Proceedings of the first annual IEEE communications society conference, pp. 527–536. Howitt, I., & Wang, J. (2004). Energy efficient power control policies for the low rate WPAN. In Proceedings of the first annual IEEE communications society conference, pp. 527–536.
9.
Zurück zum Zitat Wang, T., Heinzelman, W., & Seyedi, A. (2008). Minimization of transceiver energy consumption in wireless sensor networks with AWGN channels. In 46th Annual Allerton conference on communication, control, and computing, pp. 62–66. Wang, T., Heinzelman, W., & Seyedi, A. (2008). Minimization of transceiver energy consumption in wireless sensor networks with AWGN channels. In 46th Annual Allerton conference on communication, control, and computing, pp. 62–66.
10.
Zurück zum Zitat Holland, M., Wang, T., Tavli, B., Seyedi, A., & Heinzelman, W. (2011). Optimizing physical layer parameters for wireless sensor networks Curriculum Vitae. ACM Transactions on Sensor Networks, 7, 28.CrossRef Holland, M., Wang, T., Tavli, B., Seyedi, A., & Heinzelman, W. (2011). Optimizing physical layer parameters for wireless sensor networks Curriculum Vitae. ACM Transactions on Sensor Networks, 7, 28.CrossRef
11.
Zurück zum Zitat Amin, O., Bavarian, S., & Lampe, L. (2012). Cooperative techniques for energy-efficient wireless communications, in green radio communication networks. Cambridge: Cambridge university press. Amin, O., Bavarian, S., & Lampe, L. (2012). Cooperative techniques for energy-efficient wireless communications, in green radio communication networks. Cambridge: Cambridge university press.
12.
Zurück zum Zitat El Kouche, A., Rashwan, A. M., & Hassanei, H. (2013). Energy consumption measurements and reduction of Zigbee based wireless sensor networks. In Ad hoc and sensor networking symposium, pp. 557–562. El Kouche, A., Rashwan, A. M., & Hassanei, H. (2013). Energy consumption measurements and reduction of Zigbee based wireless sensor networks. In Ad hoc and sensor networking symposium, pp. 557–562.
13.
Zurück zum Zitat Casilari, E., Cano-García, J. M., & Campos-Garrido, G. (2010). Modeling of current consumption in 802.15. 4/ZigBee sensor motes. Sensors, 10, 5443–5468.CrossRef Casilari, E., Cano-García, J. M., & Campos-Garrido, G. (2010). Modeling of current consumption in 802.15. 4/ZigBee sensor motes. Sensors, 10, 5443–5468.CrossRef
14.
Zurück zum Zitat Instruments, T. (2011). Measuring the power consumption on CC2530ZNP using CC2530 ZNP mini kit. Application Note AN, 108, 1–22. Instruments, T. (2011). Measuring the power consumption on CC2530ZNP using CC2530 ZNP mini kit. Application Note AN, 108, 1–22.
15.
Zurück zum Zitat Moschitta, A., & Neri, I. (2014). Power consumption assessment in wireless sensor networks. In ICT-energy-concepts towards zero-power information and communication technology, pp. 203–224. Moschitta, A., & Neri, I. (2014). Power consumption assessment in wireless sensor networks. In ICT-energy-concepts towards zero-power information and communication technology, pp. 203–224.
16.
Zurück zum Zitat Semiconductor, N. (2007). nRF24L01 Single Chip 2 . 4GHz Transceiver Product Specification v2.0. Semiconductor, N. (2007). nRF24L01 Single Chip 2 . 4GHz Transceiver Product Specification v2.0.
17.
Zurück zum Zitat Instruments, T. (2007). TMS320F28335, TMS320F28334, TMS320F28332, TMS320F28235, TMS320F28234, TMS320F28232. Digital Signal Controllers (DSCs), Data Manual, Lit. Number SPRS439I, pp. 1–199. Instruments, T. (2007). TMS320F28335, TMS320F28334, TMS320F28332, TMS320F28235, TMS320F28234, TMS320F28232. Digital Signal Controllers (DSCs), Data Manual, Lit. Number SPRS439I, pp. 1–199.
18.
Zurück zum Zitat Goldsmith, A. (2004). Wireless communications. Cambridge: Cambridge University Press. Goldsmith, A. (2004). Wireless communications. Cambridge: Cambridge University Press.
19.
Zurück zum Zitat Corless, R. M., Gonnet, G. H., Hare, D. E. G., Jeffrey, D. J., & Knuth, D. E. (1996). On the LambertW function. Advances in Computational Mathematics, 5, 329–359.MathSciNetCrossRefMATH Corless, R. M., Gonnet, G. H., Hare, D. E. G., Jeffrey, D. J., & Knuth, D. E. (1996). On the LambertW function. Advances in Computational Mathematics, 5, 329–359.MathSciNetCrossRefMATH
20.
Zurück zum Zitat Barry, D. A., Parlange, J.-Y., Li, L., Prommer, H., Cunningham, C. J., & Stagnitti, F. (2000). Analytical approximations for real values of the Lambert W-function. Mathematics and Computers in Simulation, 53, 95–103.MathSciNetCrossRef Barry, D. A., Parlange, J.-Y., Li, L., Prommer, H., Cunningham, C. J., & Stagnitti, F. (2000). Analytical approximations for real values of the Lambert W-function. Mathematics and Computers in Simulation, 53, 95–103.MathSciNetCrossRef
21.
Zurück zum Zitat Simon, M., & Alouini, M. (2005). Digital communication over fading channels. Hoboken, NJ: Wiley. Simon, M., & Alouini, M. (2005). Digital communication over fading channels. Hoboken, NJ: Wiley.
Metadaten
Titel
Optimization of Transmitted Power and Modulation Level for Minimizing Energy Consumption in Wireless Sensor Networks
verfasst von
Mohammed Abo-Zahhad
Mohammed Farrag
Abdelhay Ali
Publikationsdatum
26.05.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4367-0

Weitere Artikel der Ausgabe 3/2017

Wireless Personal Communications 3/2017 Zur Ausgabe

Neuer Inhalt