Radio irregularity model based on received signal strength for three dimensional Wireless Sensor Network

Localization in Wireless Sensor Network (WSN) is adversely effected due to Radio irregularity. This makes the localization procedure more complex. Most of the localization techniques are based on the regular radio patterns and isotropic propagation model. In order to address the problem, in this research a three dimensional radio irregularity model (3-D RIM) is proposed, that takes into account non-isotropic radio model along with radio irregularity and also considers the three dimensional aspects. For this proposed model three dimensional degree of irregularity (3-D DOI) is calculated by forming a practical test bed and finally with the simulations are carried out to validate the theoretical model and effect of increase in distance on 3-D DOI.

[1]  Tarek F. Abdelzaher,et al.  Range-free localization schemes for large scale sensor networks , 2003, MobiCom '03.

[2]  Jason Liu,et al.  Experimental evaluation of wireless simulation assumptions , 2004, MSWiM '04.

[3]  David A. Maltz,et al.  Dynamic Source Routing in Ad Hoc Wireless Networks , 1994, Mobidata.

[4]  Gang Zhou,et al.  Impact of radio irregularity on wireless sensor networks , 2004, MobiSys '04.

[5]  Ndeye Amy Dieng,et al.  Cooperative RSSI-Based Indoor Localization: B-MLE and Distributed Stochastic Approximation , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[6]  CongDuc Pham.  Communication performances of IEEE 802.15.4 wireless sensor motes for data-intensive applications: A comparison of WaspMote, Arduino MEGA, TelosB, MicaZ and iMote2 for image surveillance , 2014, J. Netw. Comput. Appl..

[7]  Brad Karp,et al.  GPSR: greedy perimeter stateless routing for wireless networks , 2000, MobiCom '00.

[8]  Nedal Ababneh.  Radio irregularity problem in wireless sensor networks: New experimental results , 2009, 2009 IEEE Sarnoff Symposium.

[9]  B. R. Badrinath,et al.  DV Based Positioning in Ad Hoc Networks , 2003, Telecommun. Syst..

[10]  Yiming Ji,et al.  Precise distributed localization algorithms for wireless networks , 2005, Sixth IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks.

[11]  Hongbin Li,et al.  RSSI-based relative localisation for mobile robots , 2014, Ad Hoc Networks.

[12]  Laurent Toutain,et al.  A multi-path data exclusion model for RSSI-based indoor localization , 2012, The 15th International Symposium on Wireless Personal Multimedia Communications.

[13]  Min Chen,et al.  NetTopo: A framework of simulation and visualization for wireless sensor networks , 2011, Ad Hoc Networks.

[14]  Jaewoo Chung,et al.  Mobile Computing Systems and Applications , 2011, IEEE Pervasive Comput..

[15]  Khaled Almiani,et al.  Energy-efficient data gathering with tour length-constrained mobile elements in wireless sensor networks , 2010, IEEE Local Computer Network Conference.

[16]  Noureddine Boudriga,et al.  A novel realistic irregular radio model to enhance coverage evaluation in wireless sensor networks , 2014, 2014 22nd International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

[17]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[18]  Guangjie Han,et al.  A two-hop localization scheme with radio irregularity model in Wireless Sensor Networks , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[19]  Chenyang Lu,et al.  SPEED: a stateless protocol for real-time communication in sensor networks , 2003, 23rd International Conference on Distributed Computing Systems, 2003. Proceedings..

[20]  Deborah Estrin,et al.  GPS-less low-cost outdoor localization for very small devices , 2000, IEEE Wirel. Commun..

[21]  Naixue Xiong,et al.  TPGF: geographic routing in wireless multimedia sensor networks , 2010, Telecommun. Syst..

[22]  Yiming Ji,et al.  Realistic radio range irregularity model and its impact on localization for wireless sensor networks , 2005, Proceedings. 2005 International Conference on Wireless Communications, Networking and Mobile Computing, 2005..

[23]  Won-Suk Jang,et al.  Localization Technique for Automated Tracking of Construction Materials Utilizing Combined RF and Ultrasound Sensor Interfaces , 2007 .

[24]  Guangjie Han,et al.  RSS Localization Algorithm Based on Nonline of Sight Identification for Wireless Sensor Network , 2014, Int. J. Distributed Sens. Networks.