Skip to main content
Erschienen in: Wireless Personal Communications 1/2018

09.05.2018

Octopus Algorithm for Wireless Personal Communications

verfasst von: Anwesha Mukherjee, Debashis De

Erschienen in: Wireless Personal Communications | Ausgabe 1/2018

Einloggen

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

search-config
loading …

Abstract

Bio-inspired computation has opened a new window towards the solution of different computational problems. In this article we propose octopus algorithm for the first time based on the arm movement of octopus during feeding and then applied the algorithm in the field of mobile network to achieve power optimization. The mathematical model of octopus arm movement is presented in this article. Three power-efficient applications for recovery management and offloading in fifth generation mobile network are proposed based on the octopus algorithm. Simulation results prove that use of octopus algorithm optimizes the power consumption in mobile network.

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 Mukherjee, A., & De, D. (2016). Location management in mobile network: A survey. Computer Science Review, 19, 1–14.MathSciNetCrossRef Mukherjee, A., & De, D. (2016). Location management in mobile network: A survey. Computer Science Review, 19, 1–14.MathSciNetCrossRef
2.
Zurück zum Zitat Abdulkafi, A. A., Kiong, T. S., Chieng, D., Ting, A., & Koh, J. (2014). Energy efficiency improvements in heterogeneous network through traffic load balancing and sleep mode mechanisms. Wireless Personal Communications, 75(4), 2151–2164.CrossRef Abdulkafi, A. A., Kiong, T. S., Chieng, D., Ting, A., & Koh, J. (2014). Energy efficiency improvements in heterogeneous network through traffic load balancing and sleep mode mechanisms. Wireless Personal Communications, 75(4), 2151–2164.CrossRef
3.
Zurück zum Zitat Mukherjee, A., Bhattacherjee, S., Pal, S., & De, D. (2013). Femtocell based green power consumption methods for mobile network. Computer Networks, 57(1), 162–178.CrossRef Mukherjee, A., Bhattacherjee, S., Pal, S., & De, D. (2013). Femtocell based green power consumption methods for mobile network. Computer Networks, 57(1), 162–178.CrossRef
4.
Zurück zum Zitat Alsharif, M. H., Nordin, R., & Ismail, M. (2014). Classification, recent advances and research challenges in energy efficient cellular networks. Wireless Personal Communications, 77(2), 1249–1269.CrossRef Alsharif, M. H., Nordin, R., & Ismail, M. (2014). Classification, recent advances and research challenges in energy efficient cellular networks. Wireless Personal Communications, 77(2), 1249–1269.CrossRef
5.
Zurück zum Zitat Deb, P., Mukherjee, A., & De, D. (2017). Study of indoor path loss computational models for femtocell based mobile network. Wireless Personal Communications, 95(3), 3031–3056.CrossRef Deb, P., Mukherjee, A., & De, D. (2017). Study of indoor path loss computational models for femtocell based mobile network. Wireless Personal Communications, 95(3), 3031–3056.CrossRef
6.
Zurück zum Zitat Mukherjee, A., De, D., & Deb, P. (2016). Interference management in macro-femtocell and micro-femtocell cluster-based long-term evaluation-advanced green mobile network. IET Communications, 10(5), 468–478.CrossRef Mukherjee, A., De, D., & Deb, P. (2016). Interference management in macro-femtocell and micro-femtocell cluster-based long-term evaluation-advanced green mobile network. IET Communications, 10(5), 468–478.CrossRef
7.
Zurück zum Zitat Andrews, J. G., Zhang, X., Durgin, G. D., & Gupta, A. K. (2016). Are we approaching the fundamental limits of wireless network densification? IEEE Communications Magazine, 54(10), 184–190.CrossRef Andrews, J. G., Zhang, X., Durgin, G. D., & Gupta, A. K. (2016). Are we approaching the fundamental limits of wireless network densification? IEEE Communications Magazine, 54(10), 184–190.CrossRef
8.
Zurück zum Zitat Fernando, N., Loke, S. W., & Rahayu, W. (2013). Mobile cloud computing: A survey. Future Generation Computer Systems, 29(1), 84–106.CrossRef Fernando, N., Loke, S. W., & Rahayu, W. (2013). Mobile cloud computing: A survey. Future Generation Computer Systems, 29(1), 84–106.CrossRef
9.
Zurück zum Zitat Wang, Y., Chen, R., & Wang, D. C. (2015). A survey of mobile cloud computing applications: Perspectives and challenges. Wireless Personal Communications, 80(4), 1607–1623.MathSciNetCrossRef Wang, Y., Chen, R., & Wang, D. C. (2015). A survey of mobile cloud computing applications: Perspectives and challenges. Wireless Personal Communications, 80(4), 1607–1623.MathSciNetCrossRef
10.
Zurück zum Zitat Mukherjee, A., & De, D. (2016). Low power offloading strategy for femto-cloud mobile network. Engineering Science and Technology: An International Journal, 19(1), 260–270. Mukherjee, A., & De, D. (2016). Low power offloading strategy for femto-cloud mobile network. Engineering Science and Technology: An International Journal, 19(1), 260–270.
13.
Zurück zum Zitat Poli, R., Kennedy, J., & Blackwell, T. (2007). Particle swarm optimization. Swarm Intelligence, 1(1), 33–57.CrossRef Poli, R., Kennedy, J., & Blackwell, T. (2007). Particle swarm optimization. Swarm Intelligence, 1(1), 33–57.CrossRef
14.
Zurück zum Zitat Shi, Y. (2001). Particle swarm optimization: developments, applications and resources. In Proceedings of the 2001 congress on evolutionary computation, 2001 (Vol. 1, pp. 81–86). IEEE. Shi, Y. (2001). Particle swarm optimization: developments, applications and resources. In Proceedings of the 2001 congress on evolutionary computation, 2001 (Vol. 1, pp. 81–86). IEEE.
15.
Zurück zum Zitat Panag, T. S., & Dhillon, J. S. (2018). A novel random transition based PSO algorithm to maximize the lifetime of wireless sensor networks. Wireless Personal Communications, 98(2), 2261–2290.CrossRef Panag, T. S., & Dhillon, J. S. (2018). A novel random transition based PSO algorithm to maximize the lifetime of wireless sensor networks. Wireless Personal Communications, 98(2), 2261–2290.CrossRef
16.
Zurück zum Zitat Singh, S. P., & Sharma, S. C. (2018). A PSO based improved localization algorithm for wireless sensor network. Wireless Personal Communications, 98(1), 487–503.CrossRef Singh, S. P., & Sharma, S. C. (2018). A PSO based improved localization algorithm for wireless sensor network. Wireless Personal Communications, 98(1), 487–503.CrossRef
17.
Zurück zum Zitat Ahmed, I., & Majumder, S. P. (2008, December). Adaptive resource allocation based on modified genetic algorithm and particle swarm optimization for multiuser OFDM systems. In International conference on electrical and computer engineering, 2008. ICECE 2008 (pp. 211–216). IEEE. Ahmed, I., & Majumder, S. P. (2008, December). Adaptive resource allocation based on modified genetic algorithm and particle swarm optimization for multiuser OFDM systems. In International conference on  electrical and computer engineering, 2008. ICECE 2008 (pp. 211–216). IEEE.
18.
Zurück zum Zitat Karaboga, D., & Akay, B. (2009). A survey: Algorithms simulating bee swarm intelligence. Artificial Intelligence Review, 31(1–4), 61–85.CrossRef Karaboga, D., & Akay, B. (2009). A survey: Algorithms simulating bee swarm intelligence. Artificial Intelligence Review, 31(1–4), 61–85.CrossRef
19.
Zurück zum Zitat Dorigo, M., & Blum, C. (2005). Ant colony optimization theory: A survey. Theoretical Computer Science, 344(2–3), 243–278.MathSciNetCrossRefMATH Dorigo, M., & Blum, C. (2005). Ant colony optimization theory: A survey. Theoretical Computer Science, 344(2–3), 243–278.MathSciNetCrossRefMATH
20.
Zurück zum Zitat Al Salami, N. M. (2009). Ant colony optimization algorithm. UbiCC Journal, 4(3), 823–826. Al Salami, N. M. (2009). Ant colony optimization algorithm. UbiCC Journal, 4(3), 823–826.
21.
Zurück zum Zitat Siddavaatam, R., Anpalagan, A., Woungang, I., & Misra, S. (2014). Ant colony optimization based sub-channel allocation algorithm for small cell HetNets. Wireless Personal Communications, 77(1), 411–432.CrossRef Siddavaatam, R., Anpalagan, A., Woungang, I., & Misra, S. (2014). Ant colony optimization based sub-channel allocation algorithm for small cell HetNets. Wireless Personal Communications, 77(1), 411–432.CrossRef
22.
Zurück zum Zitat Antoniou, P., Pitsillides, A., Blackwell, T., Engelbrecht, A., & Michael, L. (2013). Congestion control in wireless sensor networks based on bird flocking behavior. Computer Networks, 57(5), 1167–1191.CrossRef Antoniou, P., Pitsillides, A., Blackwell, T., Engelbrecht, A., & Michael, L. (2013). Congestion control in wireless sensor networks based on bird flocking behavior. Computer Networks, 57(5), 1167–1191.CrossRef
23.
Zurück zum Zitat De, D., & Mukherjee, A. (2017). Group handoff management in low power microcell-femtocell network. Digital Communications and Networks, 3(1), 55–65.CrossRef De, D., & Mukherjee, A. (2017). Group handoff management in low power microcell-femtocell network. Digital Communications and Networks, 3(1), 55–65.CrossRef
25.
Zurück zum Zitat Roy, D. G., De, D., Mukherjee, A., & Buyya, R. (2017). Application-aware cloudlet selection for computation offloading in multi-cloudlet environment. The Journal of Supercomputing, 73(4), 1672–1690.CrossRef Roy, D. G., De, D., Mukherjee, A., & Buyya, R. (2017). Application-aware cloudlet selection for computation offloading in multi-cloudlet environment. The Journal of Supercomputing, 73(4), 1672–1690.CrossRef
26.
Zurück zum Zitat Tawalbeh, L. A., Jararweh, Y., & Dosari, F. (2015). Large scale cloudlets deployment for efficient mobile cloud computing. Journal of Networks, 10(1), 70–77.CrossRef Tawalbeh, L. A., Jararweh, Y., & Dosari, F. (2015). Large scale cloudlets deployment for efficient mobile cloud computing. Journal of Networks, 10(1), 70–77.CrossRef
27.
Zurück zum Zitat Satyanarayanan, M., Bahl, P., Caceres, R., & Davies, N. (2009). The case for VM-based cloudlets in mobile computing. IEEE Pervasive Computing, 8(4), 14–23.CrossRef Satyanarayanan, M., Bahl, P., Caceres, R., & Davies, N. (2009). The case for VM-based cloudlets in mobile computing. IEEE Pervasive Computing, 8(4), 14–23.CrossRef
29.
Zurück zum Zitat Yang, X. S., & Hossein Gandomi, A. (2012). Bat algorithm: A novel approach for global engineering optimization. Engineering Computations, 29(5), 464–483.CrossRef Yang, X. S., & Hossein Gandomi, A. (2012). Bat algorithm: A novel approach for global engineering optimization. Engineering Computations, 29(5), 464–483.CrossRef
30.
Zurück zum Zitat Gutfreund, Y., Flash, T., Yarom, Y., Fiorito, G., Segev, I., & Hochner, B. (1996). Organization of octopus arm movements: A model system for studying the control of flexible arms. Journal of Neuroscience, 16(22), 7297–7307.CrossRef Gutfreund, Y., Flash, T., Yarom, Y., Fiorito, G., Segev, I., & Hochner, B. (1996). Organization of octopus arm movements: A model system for studying the control of flexible arms. Journal of Neuroscience, 16(22), 7297–7307.CrossRef
31.
Zurück zum Zitat Yekutieli, Y., Sagiv-Zohar, R., Aharonov, R., Engel, Y., Hochner, B., & Flash, T. (2005). Dynamic model of the octopus arm. I. Biomechanics of the octopus reaching movement. Journal of Neurophysiology, 94(2), 1443–1458.CrossRef Yekutieli, Y., Sagiv-Zohar, R., Aharonov, R., Engel, Y., Hochner, B., & Flash, T. (2005). Dynamic model of the octopus arm. I. Biomechanics of the octopus reaching movement. Journal of Neurophysiology, 94(2), 1443–1458.CrossRef
32.
Zurück zum Zitat Raghunathan, V., Kansal, A., Hsu, J., Friedman, J., & Srivastava, M. (2005, April). Design considerations for solar energy harvesting wireless embedded systems. In Fourth international symposium on information processing in sensor networks, 2005. IPSN 2005 (pp. 457–462). IEEE. Raghunathan, V., Kansal, A., Hsu, J., Friedman, J., & Srivastava, M. (2005, April). Design considerations for solar energy harvesting wireless embedded systems. In Fourth international symposium on information processing in sensor networks, 2005. IPSN 2005 (pp. 457–462). IEEE.
33.
Zurück zum Zitat Khosravi, A., Nadjaran Toosi, A., & Buyya, R. (2017). Online virtual machine migration for renewable energy usage maximization in geographically distributed cloud data centers. Concurrency and Computation: Practice and Experience. https://doi.org/10.1002/cpe.4125. Khosravi, A., Nadjaran Toosi, A., & Buyya, R. (2017). Online virtual machine migration for renewable energy usage maximization in geographically distributed cloud data centers. Concurrency and Computation: Practice and Experience. https://​doi.​org/​10.​1002/​cpe.​4125.
Metadaten
Titel
Octopus Algorithm for Wireless Personal Communications
verfasst von
Anwesha Mukherjee
Debashis De
Publikationsdatum
09.05.2018
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 1/2018
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-018-5703-8

Weitere Artikel der Ausgabe 1/2018

Wireless Personal Communications 1/2018 Zur Ausgabe

Neuer Inhalt