Skip to main content

Anchor-Free Localization Algorithm Using Controllers in Wireless Sensors Networks

  • Conference paper
  • First Online:
Towards new e-Infrastructure and e-Services for Developing Countries (AFRICOMM 2022)

Abstract

Localization of wireless sensors is a very important aspect of Wireless Sensors Networks (WSNs) as it determines the proper functioning and lifetime of the wireless sensors that constitute the network. The precise localization of fixed or mobile sensors in the network is a challenging problem that has attracted the attention of many researchers. Indeed, due to the constraints of wireless sensors, and the limitations of localization systems such as GPS, equipping each sensor with a localization system is an unviable solution. To solve the localization problem, several localization algorithms have been proposed in the literature. These algorithms fall into two broad categories, namely range-based algorithms, and range-free algorithms, which are either anchor-based or anchor-free. However, these algorithms are energy intensive, less accurate, and suffer from a low rate of localized nodes. To improve the existing solutions in the literature, a localization algorithm called AFLAC (Anchor Free Localization Algorithm using Controllers) has been proposed. Regardless of the communication range between wireless sensors, AFLAC allows estimating the distance between them to derive their position with low energy consumption and good localization accuracy.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Anjasmara, I.M., Pratomo, D.G., Ristanto, W.: Accuracy analysis of (GNSS, GPS, GLONASS and BEIDOU) observation of positioning, vol. 01019, pp. 1–6 (2019)

    Google Scholar 

  2. Lin, C.R., Gerla, M.: Adaptive Clustering for Mobile Wireless Networks, vol. 15, no. 7, pp. 1265–1275 (1997)

    Google Scholar 

  3. Zhang, L., Yang, Z., Zhang, S., Yang, H.: Three-Dimensional Localization Algorithm of WSN Nodes Based on RSSI-TOA and Single Mobile Anchor Node, vol. 2019 (2019)

    Google Scholar 

  4. Liu, Z., Zhao, Y., Hu, D., Liu, C.: A Moving Source Localization Method for Distributed Passive Sensor Using TDOA and FDOA Measurements, vol. 2016 (2016)

    Google Scholar 

  5. Zhang, X., Fang, J., Meng, F.: An Efficient Node Localization Approach with RSSI for Randomly Deployed Wireless Sensor Networks, vol. 2016 (2016)

    Google Scholar 

  6. Ding, X., Dong, S.: Improving positioning algorithm based on RSSI. Wirel. Pers. Commun. 110(4), 1947–1961 (2019). https://doi.org/10.1007/s11277-019-06821-0

    Article  Google Scholar 

  7. Labraoui, N., Gueroui, M., Aliouat, M.: Secure DV-Hop localization scheme against wormhole, no. December 2011, pp. 303–316 (2012). https://doi.org/10.1002/ett

  8. Zhang, C.W., Zhao, X.: The wireless sensor network (WSN) triangle centroid localization algorithm based on RSSI, vol. 05008 (2016)

    Google Scholar 

  9. Mesmoudi, A., Feham, M., Labraoui, N.: Wireless Sensor Networks Localization Algorithms: A Comprehensive Survey, vol. 5, no. 6 (2013)

    Google Scholar 

  10. Youssef, A., Agrawala, A.: Accurate Anchor-Free Node Localization in Wireless Sensor Networks Anchor-free Localization Protocol (2005)

    Google Scholar 

  11. Moore, C.: Robust Distributed Network Localization with Noisy Range Measurements (2006)

    Google Scholar 

  12. Isokawa, T., et al.: An Anchor-Free Localization Scheme with Kalman Filtering in ZigBee Sensor Network, vol. 2013 (2013)

    Google Scholar 

  13. Qu, Z., et al.: An Energy Efficient Anchor-Free Localization Algorithm for No-Identity Wireless Sensor Networks, vol. 2015 (2015). https://doi.org/10.1155/2015/595246

  14. Liu, C.: A localization algorithm based on anchor-free wireless sensor network, vol. 1056, pp. 221–226 (2014). https://doi.org/10.4028/www.scientific.net/AMR.1056.221

  15. Ming, W.: Distributed Node Location Algorithm Using Non-anchor Node Clustering, no. iccse (2016)

    Google Scholar 

  16. Du, T., Qu, S., Guo, Q., Zhu, L.: A simple efficient anchor-free node localization algorithm for wireless sensor networks, vol. 13, no. 4 (2017). https://doi.org/10.1177/1550147717705784

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ahoua Cyrille Aka .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Aka, A.C., Keupondjo, S.G.A., Gouho, B.J.B., Oumtanaga, S. (2023). Anchor-Free Localization Algorithm Using Controllers in Wireless Sensors Networks. In: Saeed, R.A., Bakari, A.D., Sheikh, Y.H. (eds) Towards new e-Infrastructure and e-Services for Developing Countries. AFRICOMM 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 499. Springer, Cham. https://doi.org/10.1007/978-3-031-34896-9_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-34896-9_5

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-34895-2

  • Online ISBN: 978-3-031-34896-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics