An Efficient Recursive Localization Approach for High-Density Wireless Sensor Networks

Although recursive localization approaches are efficiently used in wireless sensor networks (WSNs), their application leads to increased energy consumption caused by the important communication overhead necessary to achieve the localization task. Indeed, localization information coverage increases iteratively as new nodes estimate their locations and become themselves new reference nodes. However, the uncontrollable number evolution of such nodes leads, especially in high density networks, to wasted energy, important communication overhead and even impacts the localization accuracy due the adverse effects of error propagation and accumulation. This chapter proposes an efficient recursive localization (ERL) approach that develops a new reliable reference selection strategy to ensure a better distribution of the reference nodes in the network. ERL improves localization accuracy without incurring any additional cost. It allows conserving the energy and consequently prolonging the WSN life time. An Efficient Recursive Localization Approach for High-Density Wireless Sensor Networks

[1]  Paeiz Azmi,et al.  DCRL-WSN: A distributed cooperative and range-free localization algorithm for WSNs , 2018 .

[2]  Guangjie Han,et al.  Reference node placement and selection algorithm based on trilateration for indoor sensor networks , 2009 .

[3]  Jean-Marie Bonnin,et al.  Traffic Aware Power Saving Protocol in Multi-hop Mobile Ad-Hoc Networks , 2007, J. Networks.

[4]  Ting-Chun Lin,et al.  A Low-Cost Anchor Placement Strategy for Range-Free Localization Problems in Wireless Sensor Networks , 2013, Int. J. Distributed Sens. Networks.

[5]  Subir Halder,et al.  A survey on mobility-assisted localization techniques in wireless sensor networks , 2016, J. Netw. Comput. Appl..

[6]  Abdelfettah Belghith,et al.  Autonomic Self Tunable Proactive Routing in Mobile Ad Hoc Networks , 2009, 2009 IEEE International Conference on Wireless and Mobile Computing, Networking and Communications.

[7]  P. Sivakumar,et al.  Performance Analysis of LEACH-GA over LEACH and LEACH-C in WSN , 2018 .

[8]  Hassan Mathkour,et al.  A GPS-less Framework for Localization and Coverage Maintenance in Wireless Sensor Networks , 2016, KSII Trans. Internet Inf. Syst..

[9]  Laizhong Cui,et al.  A high accurate localization algorithm with DV-Hop and differential evolution for wireless sensor network , 2018, Appl. Soft Comput..

[10]  Shengli Zhou,et al.  Efficient localization for large-scale underwater sensor networks , 2010, Ad Hoc Networks.

[11]  Huafeng Wu,et al.  A novel cooperative localization algorithm using enhanced particle filter technique in maritime search and rescue wireless sensor network. , 2017, ISA transactions.

[12]  Ljupco Kocarev,et al.  Cooperative method for wireless sensor network localization , 2016, Ad Hoc Networks.

[13]  Bin Luo,et al.  Optimization of DV-hop localization algorithm in hybrid optical wireless sensor networks , 2015, J. Heuristics.

[14]  Federico Viani,et al.  An improved anchor selection strategy for wireless localization of WSN nodes , 2016, 2016 IEEE Symposium on Computers and Communication (ISCC).

[15]  Chutima Prommak,et al.  Optimal placement of reference nodes for wireless indoor positioning systems , 2014, 2014 11th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON).

[16]  Marco Scaioni,et al.  Indoor Tracking, Mapping, and Navigation: Algorithms, Technologies, and Applications , 2018, J. Sensors.

[17]  Takuro Sato,et al.  Localization in Wireless Sensor Networks: A Survey on Algorithms, Measurement Techniques, Applications and Challenges , 2017, J. Sens. Actuator Networks.

[18]  Azzedine Boukerche,et al.  Localization systems for wireless sensor networks , 2007, IEEE Wireless Communications.

[19]  Jianpo Li,et al.  Sparse Anchor Nodes Cooperative Localization Algorithm for WSN , 2017, 2017 3rd IEEE International Conference on Computer and Communications (ICCC).

[20]  Azzedine Boukerche,et al.  An Efficient Directed Localization Recursion Protocol for Wireless Sensor Networks , 2009, IEEE Transactions on Computers.

[21]  Abdelfettah Belghith,et al.  Energy-aware cooperative localization approach for wireless sensor networks , 2017, 2017 13th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP).

[22]  Lixia Zhang,et al.  Recursive position estimation in sensor networks , 2001, Proceedings Ninth International Conference on Network Protocols. ICNP 2001.

[23]  Harsimran Kaur,et al.  Review on Localization Techniques in Wireless Sensor Networks , 2015 .

[24]  Linqing Gui,et al.  Improvement of range-free localization technology by a novel DV-hop protocol in wireless sensor networks , 2015, Ad Hoc Networks.

[25]  Rajesh M. Hegde,et al.  Node localization over small world WSNs using constrained average path length reduction , 2017, Ad Hoc Networks.

[26]  San Murugesan,et al.  Handbook of Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications , 2009 .

[27]  Vinod Kapoor,et al.  Range free localization schemes for wireless sensor networks , 2011, ICSE 2011.

[28]  Gangtao Han,et al.  A Distributed Node Localization Algorithm for Wireless Sensor Network Based on MDS and SDP , 2012, 2012 International Conference on Computer Science and Electronics Engineering.

[29]  Sofien Gannouni,et al.  Low Cost Recursive Localization scheme for High Density Wireless Sensor Networks , 2017, Int. J. Semantic Web Inf. Syst..

[30]  B. R. Badrinath,et al.  Ad hoc positioning system (APS) , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[31]  Biljana Risteska Stojkoska.  A taxonomy of localization techniques based on multidimensional scaling , 2016, 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

[32]  Griffith S. Klogo,et al.  Energy Constraints of Localization Techniques in Wireless Sensor Networks (WSN): A Survey , 2013 .