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A computational investigation of wireless sensor network simulation

Published: 29 March 2012 Publication History

Abstract

A wireless sensor network (WSN) is a dynamic system of interacting sensor nodes that must be able to combine its understanding of the physical world with its computational and control functions and operate with constrained resources. Simulation involves addressing a wide range of WSN issues such as limited energy reserves, computation power, communication capabilities, and automated sensor nodes. In this project, simulation is used to evaluate the performance of five (5) simulation tools -- ATEMU, AVRORA, Castalia, JProwler and SENSE -- where each will be subjected to similar development, implementation and testing using a local graphics processing unit (GPU) cluster. This project aims to provide researchers and developers with beneficial computational data on the performance of specific benchmark algorithms and source code in a simulated WSN environment.

References

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Shashi Phoha, Thomas F. La Porta, and Christopher Griffin. 2006. Sensor Network Operations. Wiley-IEEE Press
[2]
A.K. Dwivedi, O. P. Vyas. Wireless Sensor Network: At a Glance. Technical Report. School of Studies in Computer Science & Information Technology, Pandit Ravishankar Shukla University, Raipur, C. G., Indian Institute of Information Technology-Allahabad (IIIT-A), Deoghat, Jhalwa, Allahabad, U. P., India
[3]
D. Curren, A survey of simulation in sensor networks. Technical Report. DOI=http://www.cs.binghamton.edulkanglteachingl cs5 80s/david.pdf.
[4]
M. Mekni, B. Moulin. A Survey on Sensor Webs Simulation Tools. In Proc. 2nd International Conference on Sensor Technologies and Applications, 2008.
[5]
Imran, M.; Said, A. M.; Hasbullah, H. A survey of simulators, emulators and testbeds for wireless sensor networks. International Symposium in Information Technology (ITSim) vol.2, no., pp.897--902, 2010. DOI=http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5561571&isnumber=556138
[6]
E.Egea-Lopez, J. Vales-Alonso, A. S. Martinez-Sala,P. Pav6n-Marino, J. Garcia-Haro. Simulation Tools for Wireless Sensor Networks. In Proc. Summer Simulation Multiconference - SPECTS 2005.
[7]
Jonathan Polley, Dionysys Blazakis, Jonathan Mcgee, Dan Rusk, John S. Baras. ATEMU: A fine-grained sensor network simulator. In. Proc. IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks. 2004
[8]
Ben L. Titzer, Jens Palsberg, Daniel K. Lee. Avrora: Scalable Sensor Network Simulation with Precise Timing --- IPSN 2005.
[9]
Castalia -- DOI=http://castalia.npc.nicta.com.au/
[10]
G. Chen and B. K. Szymanski. Cost: A component-oriented discrete event simulator. In Proc.Winter Simulation Conference, WSC02 (San Diego, CA), vol. I, December 2002, pp.776--789.

Cited By

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  • (2022)Survey and Comparative Study of LoRa-Enabled Simulators for Internet of Things and Wireless Sensor NetworksSensors10.3390/s2215554622:15(5546)Online publication date: 25-Jul-2022
  • (2017)Ubiquitous sensor network simulation and emulation environments: A surveyJournal of Network and Computer Applications10.1016/j.jnca.2017.05.00993(150-181)Online publication date: Sep-2017

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    cover image ACM Conferences
    ACMSE '12: Proceedings of the 50th annual ACM Southeast Conference
    March 2012
    424 pages
    ISBN:9781450312035
    DOI:10.1145/2184512
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 29 March 2012

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    Author Tags

    1. GPU
    2. computation
    3. deployment
    4. sensor network
    5. simulation
    6. testing

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    ACM SE '12
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    ACM SE '12: ACM Southeast Regional Conference
    March 29 - 31, 2012
    Alabama, Tuscaloosa

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    ACMSE '12 Paper Acceptance Rate 28 of 56 submissions, 50%;
    Overall Acceptance Rate 502 of 1,023 submissions, 49%

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    View all
    • (2022)Survey and Comparative Study of LoRa-Enabled Simulators for Internet of Things and Wireless Sensor NetworksSensors10.3390/s2215554622:15(5546)Online publication date: 25-Jul-2022
    • (2017)Ubiquitous sensor network simulation and emulation environments: A surveyJournal of Network and Computer Applications10.1016/j.jnca.2017.05.00993(150-181)Online publication date: Sep-2017

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