Abstract
Wireless Sensor Networks (WSNs) attract a large variety of applications. The physical localization of sensors is one of the fundamental tasks in such networks. This task is challenging due to technical and financial constraints of nodes that need sophisticated solutions. Existing satellite-based methods might be cost, require high-energy consumption with no guarantee of full coverage of that area. Therefore, other methods, which use the local connectivity information to deduce sensors position, provide an approximate or a relative localization. In this work, we propose a new localization protocol called SL-Free protocol (Self Localization protocol based range-free), which provides a fine localization for node. The main goal of this proposal is to give the most precised coordinates with less cost. The performance study shows that, SL-Free outperforms its peers in terms of precision and energy use.
Similar content being viewed by others
References
Du R (2016) Wireless Sensor Networks in Smart Cities: The Monitoring of Water Distribution Networks Case. PhD Thesis, Sweden: School of Electrical Engineering, KTH Royal Institute of Technology
Huss P, Wigertz N, Zhang J, Huynh A, Ye Q, Gong S (2014) Flexible architecture for internet of things utilizing an local manager. International Journal of Future Generation Communication and Networking 7(1):235–248
Duan Y, Li W, Fu X, Luo Y, Yang L (2017) A methodology for reliability of WSN based on software defined network in adaptive industrial environment. IEEE/CAA Journal of Automatica Sinica 5(1):74–82
Akyildiz IF, Su W, Sankarasubramaniam Y, Cayirci E (2002) Wireless sensor networks: a survey. Computer networks 38(4):393–422
Qin X, Zhang B, Li C (2019) Localized topology control and on-demand power-efficient routing for wireless ad hoc and sensor networks. Peer-to-Peer Networking and Applications 12(1):189–208
Yick J, Mukherjee B, Ghosal D (2008) Wireless sensor network survey. Computer networks 52(12):2292–2330
Hofmann Wellenhof B, Lichtenegger H, Collins J (2012) Global positioning system: theory and practice. Springer Science & Business Media
Putri Kevin, Dian viely , Udeni T Samarakoon (2019) Performance analysis of wireless sensor network localization algorithms. IJCNA Vol. 6 Issue 6
Sahoo PK, Hwang I (2011) Collaborative localization algorithms for wireless sensor networks with reduced localization error. Sensors 11(10):9989–10009
Cui Y, Wang Q, Yuan H, Song X, Hu X, Zhao L (2015) Relative localization in wireless sensor networks for measurement of electric fields under HVDC transmission lines. Sensors 15(2):3540–3564
Khelifi M, Moussaoui S, Silmi S, Benyahia I (2015) Localisation algorithms for wireless sensor networks: a review. International Journal of Sensor Networks 19(2):114–129
Doherty L, El Ghaoui L (2001) Convex position estimation in wireless sensor networks. In Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society, Cat. No. 01CH37213, Vol. 3, pp. 1655-1663
Savvides A, Garber W, Adlakha S, Moses R, Srivastava MB (2003) On the error characteristics of multihop node localization in ad-hoc sensor networks. Information Processing in Sensor Networks. Springer, Berlin, Heidelberg, pp 317–332
Honeine P, Richard C, Snoussi H (2009) Auto-localisation dans les reseaux de capteurs sans fil par regression de matrices de Gram. In XXIIe colloque GRETSI (traitement du signal et des images), Dijon (FRA). GRETSI, Groupe d Etudes du Traitement du Signal et des Images
Savvides A, Park H, Srivastava M B (2002) The bits and flops of the n-hop multilateration primitive for node localization problems. In Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications pp. 112-121
Narwal P, Tyagi SS (2013) Position estimation using localization technique in wireless sensor networks. International Journal of Application or Innovation in Engineering & Management 2(6):110–115
Shang Y, Meng J, Shi H (2004) A new algorithm for relative localization in wireless sensor networks. In 18th International Parallel and Distributed Processing Symposium. Proceedings p. 24. IEEE
Champ J, Boudet V (2010) ADNL: Accurate distributed node localization algorithm in Wireless Sensor Networks. In 2010 European Wireless Conference (EW) pp. 318-325. IEEE
Sassi H, Najeh T, Liouane N (2014) A selective 3-anchor DV-Hop algorithm based on the nearest anchor for wireless sensor network. International Journal of Electronics and Communication Engineering 8(10):1756–1760
Daely P T, Shin S Y (2016) Range based wireless node localization using dragonfly algorithm. In 2016 eighth international conference on ubiquitous and future networks (ICUFN) pp. 1012-1015. IEEE
Zaarour N, Kandil N, Affes S, Hakem N (2016) Path loss exponent estimation using connectivity information in wireless sensor network. In 2016 IEEE International Symposium on Antennas and Propagation (APSURSI) pp. 2069-2070. IEEE
He T, Huang C, Blum B M, Stankovic J A, Abdelzaher T (2003) Range-free localization schemes for large scale sensor networks. In Proceedings of the 9th annual international conference on Mobile computing and networking pp. 81-95
Mythili T, Ramesh J, Ramanathan P (2020) Innovative Localization Algorithm Using the Line of Intersection Technique in Wireless Sensor Networks. Journal of Internet Technology 21(2):425–433
Champ J, Boudet V (2010) Adnl-angle: accurate distributed node localization for wireless sensor networks with angle of arrival information. International Conference on Ad-Hoc Networks and Wireless. Springer, Berlin, Heidelberg, pp 177–190
Bulusu N, Heidemann J, Estrin D (2000) GPS-less low-cost outdoor localization for very small devices. IEEE personal communications 7(5):28–34
Singh S P, Sharma S C (2015) Range free localization techniques in wireless sensor networks: A review. Procedia Computer Science 57(7-16) 3rd
Rabaey C S J, Langendoen K (2002) Robust positioning algorithms for distributed ad-hoc wireless sensor networks. In USENIX technical annual conference pp. 317-327
Niculescu D, Nath B (2001) Ad hoc positioning system (APS). In GLOBECOM’01. IEEE Global Telecommunications Conference Cat. No.01CH37270, Vol. 5 pp. 2926-2931. IEEE
Nguyen D V (2018) Wireless sensor networks for indoor mapping and accurate localization for low speed navigation in smart cities. PhD Thesis, PSL Research University, France
Paul AK, Sato T (2017) Localization in wireless sensor networks: A survey on algorithms, measurement techniques, applications and challenges. Journal of Sensor and Actuator Networks 6(4):24
Nagpal R, Shrobe H, Bachrach J (2003) Organizing a global coordinate system from local information on an ad hoc sensor network. Information processing in sensor networks. Springer, Berlin, Heidelberg, pp 333–348
Kumar G, Saha R, Rai MK, Thomas R, Kim TH, Lim SJ, Singh JSP (2019) Improved location estimation in wireless sensor networks using a vector-based swarm optimized connected dominating set. Sensors 19(2):376
Messous S, Liouane H, Liouane N (2020) Improvement of DV-Hop localization algorithm for randomly deployed wireless sensor networks. Telecommunication Systems 1-12
Cui L, Xu C, Li G, Ming Z, Feng Y, Lu N (2018) A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network. Applied Soft Computing 68:39–52
Goyat R, Rai MK, Kumar G, Kim HJ, Lim SJ (2020) Improved DV-Hop Localization Scheme for Randomly Deployed WSNs. International Journal of Sensors Wireless Communications and Control 10(1):94–109
Khelifi F, Bradai A, Benslimane A, Kaddachi M L, Atri M (2017) Energy-saving performance of an improved DV-hop localization algorithm for wireless sensor networks. In GLOBECOM 2017-2017 IEEE Global Communications Conference pp. 1-6. IEEE
Pandey S, Varma S (2016) A range based localization system in multihop wireless sensor networks: A distributed cooperative approach. Wireless Personal Communications 86(2):615–634
Singh SP, Sharma SC (2019) Implementation of a PSO based improved localization algorithm for wireless sensor networks. IETE Journal of Research 65(4):502–514
Kanwar V, Kumar A (2020) DV-Hop based localization methods for additionally deployed nodes in wireless sensor network using genetic algorithm. Journal of Ambient Intelligence and Humanized Computing 1-19
Sharma G, Kumar A (2018) Improved DV-Hop localization algorithm using teaching learning based optimization for wireless sensor networks. Telecommunication Systems 67(2):163–178
Saad C, Benslimane A, König J C, Turbert J (2007) At-free: A preliminary method for localization techniques in sensor networks. In NOTERE 2007: 7th International Conference on New Technologies of Distributed Systems. IEEE
Yang C, Zhu W, Wang W, Chen L, Chen D, Cao J (2014) Connectivity-based virtual potential field localization in wireless sensor networks. In 2014 IEEE Wireless Communications and Networking Conference (WCNC) pp. 2641-2646. IEEE
Heurtefeux K, Valois F (2008) Distributed qualitative localization for wireless sensor networks. International Conference on Ad-Hoc Networks and Wireless. Springer, Berlin, Heidelberg, pp 218–229
Sharma, R., Prakash, S., & Roy, P. (2020) Methodology, Applications, and Challenges of WSN-IoT. In 2020 International Conference on Electrical and Electronics Engineering (ICE3) (pp. 502-507). IEEE
Boukerche A, (Ed.) (2008) Algorithms and protocols for wireless and mobile ad hoc networks (Vol. 77). John Wiley & Sons
Boukerche A, Oliveira HA, Nakamura EF, Loureiro AA (2007) Localization systems for wireless sensor networks. IEEE wireless Communications 14(6):6–12
Silmi, S., Doukha, Z., Kemcha, R., Moussaoui, S. (2020) Wireless sensor networks simulators and testbeds. CoRR journal, abs/2009.03640 volume, 2020
Langendoen K, Reijers N (2003) Distributed localization in wireless sensor networks: a quantitative comparison. Computer networks 43(4):499–518
Bulusu N, Estrin D, Girod L, Heidemann J (2001) Scalable coordination for wireless sensor networks: self-configuring localization systems. International Symposium on Communication Theory and Applications -ISCTA. Ambleside, UK, pp 1–6
Wang B, Wang W, Srinivasan V, Chua KC (2005) Information coverage for wireless sensor networks. IEEE Communications Letters 9(11):967–969
Cheikhrouhou O, Bhatti G, Alroobaea R (2018) A hybrid DV-hop algorithm using RSSI for localization in large-scale wireless sensor networks. Sensors 18(5):1469
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Silmi, S., Doukha, Z. & Moussaoui, S. A self-localization range free protocol for wireless sensor networks. Peer-to-Peer Netw. Appl. 14, 2061–2071 (2021). https://doi.org/10.1007/s12083-021-01155-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12083-021-01155-w