Putri Kevin, Dian viely


In recent years, the development in WSN is exponentially growing. Recently, there has been a lot of emphasis on mobile sensor networks, capable of monitoring their movements. Mobility attenuates problems in coverage and connection in the network. This paper profoundly surveys on localization and taxonomy of mobile sensors.


Mobility, Wireless sensor network, path planning

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Shule, Wang, et al. "Uwb-based localization for multi-uav systems and collaborative heterogeneous multi-robot systems: a survey." arXiv preprint arXiv:2004.08174 (2020).

Ahmad, T., Li, X. J., & Seet, B. C. (2017). Parametric loop division for 3D localization in wireless sensor networks. Sensors, 17(7), 1697.

L. Qingqing et al. Visual Odometry Offloading in Internet of Vehicles with Compression at the Edge of the Network. In 12th ICMU, 2019.

W. Kong et al. Autonomous landing of an uav with a ground-based actuated infrared stereo vision system. In IEEE/RSJ IROS. IEEE, 2013.

R. Faragher et al. An analysis of the accuracy of bluetooth low energy for indoor positioning applications. In 27th ION GNSS+), 2014.

W Stempfhuber and M Buchholz. A precise, low-cost rtk gnss system for uav applications. Unmanned Aerial Vehicle in Geomatics, 2011.

J. Q. Cui et al. Drones for cooperative search and rescue in post-disaster situation. In 7th CIS-RAM. IEEE, 2015.

V. Lesser and D. Corkill, “Functionally accurate, cooperative dis-tributed systems,” IEEE Trans. Syst., Man, Cybern., vol. 11, pp. 81–96, Jan./Feb. 1981.

R. B. Wesson, F. A. Hayes-Roth, J. W. Burge, C. Stasz, and C. A. Sunshine, “Network structures for distributed situation assessment,” IEEE Trans. Syst., Man, Cybern., vol. SMC-11, pp. 5–23, Jan./Feb. 1981.

R. Rashid and G. Robertson, “Accent: A communication oriented network operating system kernel,” in Proc. 8th Symp. Operating System Principles, 1981, pp. 64–75.

R. Rashid, D. Julin, D. Orr, R. Sanzi, R. Baron, A. Forin, D. Golub, and M. Jones, “Mach: A system software kernel,” in 34th Computer Society Int. Conf. (COMPCON), San Francisco, CA, 1989.

C. Myers, A. Oppenheim, R. Davis, and W. Dove, “Knowledge-based speec analysis and enhancement,” presented at the Int. Conf. Acoustics, Speech and Signal Processing, San Diego, CA, 1984.

S. S. Kulkarni, “TDMA Services for Sensor Networks,”Proc. 24th Int’l. Conf. Distrib. Comp. Sys. Wksps., Mar.2004, pp. 604–09.

W. Ye, J. Heidemann, and D. Estrin, “Medium Access Control with Coordinated Adaptive Sleeping for Wireless Sensor Networks,” IEEE/ACM Trans. Net., vol. 12, no. 3, June 2004, pp. 493–506.

A. El-Hoiydi, “Spatial TDMA and CSMA with Preamble Sampling for Low Power Ad Hoc Wireless Sensor Networks,” Proc. ISCC 2002, July 2002, pp. 685–92.

V. Rajendran, K. Obraczka, and J. J. Garcia-Luna-Aceves, “Energy-Efficient, Collision-Free Medium Access Control for Wireless Sensor Networks,” Proc. ACM SenSys ‘03, Los Angeles, CA, Nov. 2003, pp. 181–92.

L. Bao and J. J. Garcia-Luna-Aceves, “A New Approach to Channel Access Scheduling for Ad Hoc Networks,” 7th Ann. Int’l. Conf. Mobile Comp. and Net., 2001, pp. 210– 21.

Ahmad, Tanveer, Xue Jun Li, and Boon-Chong Seet. "A self-calibrated centroid localization algorithm for indoor ZigBee WSNs." In 2016 8th IEEE International Conference on Communication Software and Networks (ICCSN), pp. 455-461. IEEE, 2016.

Dawadi, B. R., Rawat, D. B., Joshi, S. R., & Keitsch, M. M. (2020). Towards energy efficiency and green network infrastructure deployment in Nepal using software defined IPv6 network paradigm. The Electronic Journal of Information Systems in Developing Countries, 86(1), e12114.

Ahmad, Tanveer, Xue Jun Li, and Boon-Chong Seet. "3D localization based on parametric loop division and subdivision surfaces for wireless sensor networks." In 2016 25th Wireless and Optical Communication Conference (WOCC), pp. 1-6. IEEE, 2016.

K. Jamieson, H. Balakrishnan, and Y. C. Tay, “Sift: A MAC Protocol for Event-Driven Wireless Sensor Networks,” MIT Lab. Comp. Sci., Tech. rep. 894, May 2003, available at

Y. C. Tay, K. Jamieson, and H. Balakrishnan, “CollisionMinimizing CSMA and Its Applications to Wireless Sensor Networks,” IEEE JSAC, vol. 22, no. 6, Aug. 2004, pp. 1048–57.

Ahmad, T., Li, X. J., Wenchao, J., & Ghaffar, A. (2020, September). Frugal Sensing: A Novel approach of Mobile Sensor Network Localization based on Fuzzy-Logic. In Proceedings of the ACM MobiArch 2020 The 15th Workshop on Mobility in the Evolving Internet Architecture (pp. 8-15).

Ahmad, Tanveer, Xue Jun Li, and Boon-Chong Seet. "3D localization using social network analysis for wireless sensor networks." In 2018 IEEE 3rd international conference on communication and information systems (ICCIS), pp. 88-92. IEEE, 2018.

Ahmad, T., Li, X. J., & Seet, B. C. (2017). Parametric loop division for 3D localization in wireless sensor networks. Sensors, 17(7), 1697.

Chen, Hongyang, Pei Huang, Marcelo Martins, Hing Cheung So, and Kaoru Sezaki. "Novel centroid localization algorithm for three-dimensional wireless sensor networks." In 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing, pp. 1-4. IEEE, 2008.

Chen, Kai, Zhong-hua Wang, Mei Lin, and Min Yu. "An improved DV-Hop localization algorithm for wireless sensor networks." (2010): 255-259.

Ahmad, T. (2019). 3D Localization Techniques for Wireless Sensor Networks (Doctoral dissertation, Auckland University of Technology).

zeng Wang, Ji, and Hongxu Jin. "Improvement on APIT localization algorithms for wireless sensor networks." In 2009 International Conference on Networks Security, Wireless Communications and Trusted Computing, vol. 1, pp. 719-723. IEEE, 2009.

Ahmad, Tanveer, Xue Jun Li, and Boon-Chong Seet. "Noise Reduction Scheme for Parametric Loop Division 3D Wireless Localization Algorithm Based on Extended Kalman Filtering." Journal of Sensor and Actuator Networks 8, no. 2 (2019): 24.

Ahmad, Tanveer, Xue Jun Li, and Boon-Chong Seet. "Fuzzy-Logic Based Localization for Mobile Sensor Networks." In 2019 2nd International Conference on Communication, Computing and Digital systems (CCODE), pp. 43-47. IEEE, 2019.

G. Lu, B. Krishnamachari, and C. S. Raghavendra, “An Adaptive Energy-Efficient and Low-Latency MAC for Data Gathering in Wireless Sensor Networks,” Proc. 18th Int’l. Parallel and Distrib. Processing Symp., Apr. 2004, p. 224.

Ahmad, Tanveer, Xue Jun Li, Boon-Chong Seet, and Juan-Carlos Cano. "Social Network Analysis Based Localization Technique with Clustered Closeness Centrality for 3D Wireless Sensor Networks." Electronics 9, no. 5 (2020): 738.

hakila, R., and B. Paramasivan. "An improved range based localization using Whale Optimization Algorithm in underwater wireless sensor network." Journal of Ambient Intelligence and Humanized Computing (2020): 1-11.

K. Lu, X. Xiang, D. Zhang, R. Mao, and Y. Feng, “Localization algorithm based on maximum a posteriori in wireless sensor networks,” International Journal of Distributed Sensor Networks, vol. 2012, Article ID 260302, 7 pages, 2012.

J. Lee, W. Chung, and E. Kim, “Robust DV-Hop algorithm for localization in wireless sensor network,” in Proceedings of the International Conference on Control, Automation and Systems, pp. 2506–2509, Gyeonggi-do, South Korea, October 2010.

Ware, R.; Lad, F. Approximating the Distribution for Sum of Product of Normal Variables; Research report; the Mathematics and Statistics department at Canterbury University: Christchurch, New Zealand, 2003.

Wen, C.-Y.; Hsiao, Y.-C. Decentralized anchor-free localization for wireless ad-hoc sensor networks. In Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, Singapore, October 2008; pp. 2777-2785.

Roberts, G.; Gelman, A.; Gilks, W. Weak Convergence and Optimal Scaling of Random Walk Metropolis Algorithms. Technical Report; University of Cambridge: Cambridge, UK, 1994.

Chan, Fu and Chih-yu “Adaptive AoA/ToA localziation using fuzzy particle for mobile WSNs” in 2011 IEEE 73rd VTC Spring 2011.

F. Zhao, J. Shin, and J. Reich, “Information-driven dynamic sensor collaboration for tracking applications,” IEEE Signal Processing Mag., vol. 19, pp. 61–72, Mar. 2020



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