[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3243046.3243060acmconferencesArticle/Chapter ViewAbstractPublication PagesmswimConference Proceedingsconference-collections
research-article
Public Access

Network Dynamics Analysis and Benchmarking on an Outdoor Heterogeneous Wireless Sensor Network

Published: 25 October 2018 Publication History

Abstract

We present an empirical study on network dynamics in an outdoor heterogeneous multi-hop WSN deployment for long-term environmental monitoring. We analyze the network dynamics in three aspects, the link level characteristics, the routing level characteristics, and the overall temporal characteristics. Our analysis provides insights including: (1) asymmetric links are the majority in heterogeneous networks which are mainly caused by the hardware heterogeneity; and (2) routing protocol plays an essential role in generating routing dynamics in addition to wireless link dynamics. We also create/compose benchmark profiles based on the observations of network testbed dynamics obtained during a long-term operation. The benchmark profiles include the link information between heterogeneous hardware platforms and the complete routing topological information.

References

[1]
2017 (accessed by March 25, 2018). RF230 (AT86RF230). http://ww1.microchip.com/downloads/en/devicedoc/doc5131.pdf.
[2]
Nouha Baccour, Anis Koubâa, Luca Mottola, Marco Antonio Zúñiga, Habib Youssef, Carlo Alberto Boano, and Mário Alves. 2012. Radio link quality estimation in wireless sensor networks: A survey. ACM Transactions on Sensor Networks 8, 4 (2012), 34.
[3]
Guillermo Barrenetxea, François Ingelrest, Gunnar Schaefer, Martin Vetterli, Olivier Couach, and Marc Parlange. 2008. Sensorscope: Out-of-the-box environmental monitoring. In Proceedings of the 7th International Conference on Information Processing in Sensor Networks. IEEE Computer Society, 332--343.
[4]
Carlo Alberto Boano, Simon Duquennoy, Anna Förster, Omprakash Gnawali, Romain Jacob, Hyung-Sin Kim, Olaf Landsiedel, Ramona Marfievici, Luca Mottola, Gian Pietro Picco, Xavier Vilajosana, Thomas Watteyne, and Marco Zimmerling. 2018. IoTBench: Towards a benchmark for low-power wireless networking. In Proceeedings of the 1st Workshop on Benchmarking Cyber-Physical Networks and Systems.
[5]
Simon Duquennoy, Olaf Landsiedel, Carlo Alberto Boano, Marco Zimmerling, Jan Beutel, Mun Choon Chan, Omprakash Gnawali, Mobashir Mohammad, Luca Mottola, Lothar Thiele, et al. 2016. A benchmark for low-power wireless networking. In Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROM. ACM, 332--333.
[6]
Newlyn Erratt and Yao Liang. 2013. The design and implementation of a general WSN gateway for data collection. In Proceedings of the 2013 IEEE Wireless Communications and Networking Conference. IEEE, 4392--4397.
[7]
Omprakash Gnawali, Rodrigo Fonseca, Kyle Jamieson, Maria Kazandjieva, David Moss, and Philip Levis. 2013. CTP: An efficient, robust, and reliable collection tree protocol for wireless sensor networks. ACM Transactions on Sensor Networks 10, 1 (2013), 16.
[8]
H. S. Kim, J. Ko, D. E. Culler, and J. Paek. 2017. Challenging the IPv6 routing protocol for low-power and lossy networks (RPL): A survey. IEEE Communications Surveys Tutorials 19, 4 (Fourth quarter 2017), 2502--2525.
[9]
Yimei Li and Yao Liang. 2018. Compressed sensing in multi-hop large-scale wireless sensor networks based on routing topology tomography. IEEE Access 6 (2018), 27637--27650.
[10]
Yao Liang and Rui Liu. 2013. Routing topology inference for wireless sensor networks. ACM SIGCOMM Computer Communication Review 43, 2 (April 2013), 21--28.
[11]
Rui Liu, Yao Liang, and Xiaoyang Zhong. 2015. Monitoring routing topology in dynamic wireless sensor network systems. In Proceedings of the 23rd International Conference on Network Protocols. IEEE, 406--416.
[12]
Yunhao Liu, Yuan He, Mo Li, Jiliang Wang, Kebin Liu, and Xiangyang Li. 2013. Does wireless sensor network scale? A measurement study on GreenOrbs. IEEE Transactions on Parallel and Distributed Systems 24, 10 (2013), 1983--1993.
[13]
Jari Luomala and Ismo Hakala. 2015. Effects of temperature and humidity on radio signal strength in outdoor wireless sensor networks. In Proceedings of 2015 Federated Conference on the Computer Science and Information Systems. IEEE, 1247--1255.
[14]
Miguel Navarro, Diviyansh Bhatnagar, and Yao Liang. 2011. An integrated network and data management system for heterogeneous WSNs. In Proceedings of the 8th IEEE International Conference on Mobile Ad Hoc and Sensor Systems. IEEE, 819--824.
[15]
Miguel Navarro, Tyler W Davis, German Villalba, Yimei Li, Xiaoyang Zhong, Newlyn Erratt, Xu Liang, and Yao Liang. 2014. Towards long-term multi-hop WSN deployments for environmental monitoring: An experimental network evaluation. Journal of Sensor and Actuator Networks 3, 4 (2014), 297--330.
[16]
Miguel Navarro and Yao Liang. 2016. Efficient and balanced routing in energyconstrained wireless sensor networks for data collection. In Proceedings of the 2016 International Conference on Embedded Wireless Systems and Networks. Junction Publishing, USA, 101--113.
[17]
Kannan Srinivasan, Prabal Dutta, Arsalan Tavakoli, and Philip Levis. 2006. Understanding the causes of packet delivery success and failure in dense wireless sensor networks. In Proceedings of the 4th International Conference on Embedded Networked Sensor Systems. ACM, 419--420.
[18]
Kannan Srinivasan, Prabal Dutta, Arsalan Tavakoli, and Philip Levis. 2010. An empirical study of low-power wireless. ACM Transactions on Sensor Networks 6, 2 (2010), 16.
[19]
German Villalba, Fernando Plaza, Xiaoyang Zhong, Tyler W Davis, Miguel Navarro, Yimei Li, Thomas A Slater, Yao Liang, and Xu Liang. 2017. A networked sensor system for the analysis of plot-scale hydrology. Sensors 17, 3 (2017), 636.
[20]
J. Wang and W. Dong. 2016. Understanding the link-level behaviors of a large scale urban sensor network. In Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks. 15--22.
[21]
Tim Winter, P. Thubert, A. Brandt, J. Hui, R. Kelsey, K. Pister, R. Struik, J. P. Vasseur, and R. Alexander. 2012. RPL: IPv6 routing protocol for low-power and lossy networks. RFC6550 (2012).
[22]
Jerry Zhao and Ramesh Govindan. 2003. Understanding packet delivery performance in dense wireless sensor networks. In Proceedings of the 1st International Conference on Embedded Networked Sensor Systems. ACM, New York, NY, USA, 1--13.
[23]
Xiaoyang Zhong and Yao Liang. 2018. Scalable downward routing for wireless sensor networks and internet of things actuation. CoRR abs/1802.03898 (2018). arXiv:1802.03898 http://arxiv.org/abs/1802.03898
[24]
Xiaoyang Zhong, Miguel Navarro, German Villalba, Xu Liang, and Yao Liang. 2014. MobileDeluge: Mobile code dissemination for wireless sensor networks. In Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems. IEEE, 363--370.
[25]
T. Zhu, W. Dong, Y. He, Q. Ma, L. Mo, and Y. Liu. 2013. Understanding routing dynamics in a large-scale wireless sensor network. In Proceedings of the 10th International Conference on Mobile Ad-Hoc and Sensor Systems. 574--582.

Cited By

View all
  • (2024)Roles of Hydrology and Transport Processes in Denitrification at Watershed ScaleWater Resources Research10.1029/2023WR03497160:4Online publication date: Apr-2024
  • (2023)Comparative Analysis of Multi Objective Node Placement Strategies in Wireless Sensor Networks2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)10.1109/ANTS59832.2023.10469608(1-6)Online publication date: 17-Dec-2023
  • (2022)Energy-efficient and balanced routing in low-power wireless sensor networks for data collectionAd Hoc Networks10.1016/j.adhoc.2021.102766127(102766)Online publication date: Mar-2022
  • Show More Cited By

Index Terms

  1. Network Dynamics Analysis and Benchmarking on an Outdoor Heterogeneous Wireless Sensor Network

      Recommendations

      Comments

      Please enable JavaScript to view thecomments powered by Disqus.

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      PE-WASUN'18: Proceedings of the 15th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks
      October 2018
      121 pages
      ISBN:9781450359610
      DOI:10.1145/3243046
      Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 25 October 2018

      Permissions

      Request permissions for this article.

      Check for updates

      Author Tags

      1. experimental profile
      2. link asymmetry
      3. network dynamics
      4. real-world wsn deployment
      5. routing topology
      6. wireless sensor networks

      Qualifiers

      • Research-article

      Funding Sources

      Conference

      MSWIM '18
      Sponsor:

      Acceptance Rates

      Overall Acceptance Rate 70 of 240 submissions, 29%

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)64
      • Downloads (Last 6 weeks)6
      Reflects downloads up to 13 Dec 2024

      Other Metrics

      Citations

      Cited By

      View all
      • (2024)Roles of Hydrology and Transport Processes in Denitrification at Watershed ScaleWater Resources Research10.1029/2023WR03497160:4Online publication date: Apr-2024
      • (2023)Comparative Analysis of Multi Objective Node Placement Strategies in Wireless Sensor Networks2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)10.1109/ANTS59832.2023.10469608(1-6)Online publication date: 17-Dec-2023
      • (2022)Energy-efficient and balanced routing in low-power wireless sensor networks for data collectionAd Hoc Networks10.1016/j.adhoc.2021.102766127(102766)Online publication date: Mar-2022
      • (2019)The impact of decreasing transmit power levels on FlockLab to achieve a sparse networkProceedings of the 2nd Workshop on Benchmarking Cyber-Physical Systems and Internet of Things10.1145/3312480.3313171(7-12)Online publication date: 15-Apr-2019

      View Options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Login options

      Media

      Figures

      Other

      Tables

      Share

      Share

      Share this Publication link

      Share on social media