Wireless Sensor Network (WSN) has tremendous growth due to low cost sensors and well planned techniques. Remote sensor systems are considered as expansive systems made of countless hubs with energy to detect the earth and discuss it with administrator. Event detection in remote systems is a method for handling inspected information specifically on the sensor hubs, accordingly, decreasing the requirement for multi-bounce correspondence with the b ase station of the system. This research has studied the existing work of event detection as well as health monitoring using WSN. We have studied various algorithms for route discovery like trust model and GA (Genetic Algorithm). Also studied about the impacts of health monitoring is done by ANN (Artificial Neural System). The assessment depends on QoS parameters, to be specific, Throughput, Energy Consumption, PDR (Packet Delivery Ratio).

WSN, WSN applications, Multiple Event detection, Multiple Event detection in Health Monitoring, Compressed Sensing, Genetic Algorithm, ANN

[1] Akyildiz, I.F., Weilian Su; Sankarasubramaniam, Y.; Cayirci, E., “A survey on sensor networks,” Communications Magazine, IEEE, vol.40, no.8, pp.102-114, Aug 2002.
[2] Vieira, M.A.M., Coelho, C.N., da Silva, D.C., Jr., da Mata, J.M., “Survey on wireless sensor network devices,” Emerging Technologies and Factory Automation, vol.1, pp.537-544 vol.1, 16-19 Sept. 2003
[3] Mark, J.W., “Evolution of wireless communications and networking,” in Quality of Service in Heterogeneous Wired/Wireless Networks, 2005. Second International Conference, pp. - 24-24 Aug. 2005.
[4] Introduction to Wireless Sensor Networks. http://www.worldscibooks.com/ compsci/etextbook/6288/6288-chap1pdf on October 8. 2008
[5] Othman, Mohd Fauzi, and Khairunnisa Shazali, “Wireless sensor network applications: A study in environment monitoring system,” Procedia Engineering, vol.41, 2012, pp.1204-1210.
[6] Mitchell C. Kerman,Wei Jiang,Alan F. Blumberg, Samuel E.Buttrey, “Event Detection Challenges ,Methods and Applications in Natural and Artificial Systems”ICCRTS, June 2009.
[7] Saoji, Apurva, and Poonam Lambhate, “Survey paper on event detection techniques in wireless sensor network for disaster recovery,” International Journal of Engineering Research and Technology, vol. 2. No. 12, ESRSA Publications, 2013.
[8] H. Zheng, F. Yang, X. Tian, X. Gan, X. Wang and S. Xiao, “Data Gathering with Compressive Sensing in Wireless Sensor Networks: A Random Walk Based Approach,” IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 1, pp. 35-44, Jan. 2015.
[9] Marta, Mirela, Yinying Yang, and Mihaela Cardei, “Energy-efficient composite event detection in wireless sensor networks,” International Conference on Wireless Algorithms, Systems, and Applications,Springer Berlin Heidelberg, pp-94-103,2009.
[10] Malazi, HadiTabatabaee, Kamran Zamanifar, and Stefan Dulman, “Fed: Fuzzy event detection model for wireless sensor networks,” International Journal of Wireless & Mobile Networks, vol. 3, no. 6, 2011
[11] R. Madan, N. B. Mehta, A. F. Molisch and J. Zhang, “Energy-Efficient Decentralized Cooperative Routing in Wireless Networks,” IEEE Transactions on Automatic Control, vol. 54, no. 3, pp. 512-527, March 2009.
[12] Deepapriya, “Wireless Sensor Networks in Health Care Applications,” 4th international academic and research conference Manchester, vol.7,pp.21-31,2014.
[13] Rana Ejaz Ahmed, and Abdul Khaliq, “A Low-Overhead Checkpointing Protocol for Mobile Networks”, Electrical and Computer Engineering, IEEE CCECE 2003, pp. 1779-1782
[14] Xuqi Zhu ; Cong Ma ; Lin Zhang “Multiple event detection in wireless sensor networks using compressed sensing” IEEE 8 may 2011
[15] Tellez, Mauricio, Samy El-Tawab, and M. Hossain Heydari, “IoT security attacks using reverse engineering methods on WSN applications,” Internet of Things (WF-IoT), pp. 182-187. IEEE, 2016.
[16] Bader and M. S. Alouini, “Mobile Ad Hoc Networks in Bandwidth-Demanding Mission-Critical Applications: Practical Implementation Insights,” IEEE Access, vol. 5, no. , pp. 891-910, 2017.
[17] P. Suri, R. K. Bedi and S. K. Gupta, "Review paper on various clustering protocols used in Wireless Sensor Network (WSN)," 2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO), Visakhapatnam, 2015, pp. 1-4.
[18] http://ibeyonde.com/wordpress/multiple-multi-modal-sensor-event-detection-framework-2/
[19] M. Marin Perianu and P. Havinga, “D-FLER: a distributed fuzzy logic engine for rule-based wireless sensor networks”, In Proceedings of the 4th International Conference on Ubiquitous Computing Systems, LNCS, pp. 86-101, [retrieved: August, 2007
[20] . G. Wittenburg, N. Dziengel, S. Adler, Z. Kasmi, M. Ziegert and J. Schiller, “Cooperative event detection in wireless sensor networks,” IEEE Communications Magazine, vol. 50, no. 12, pp. 124-131, December 2012.
[21] C. T. Vu, R. A. Beyah, and Y. Li, “Composite event detection in wireless sensor network”, In Proceedings of the IEEE International Performance, Computing, and Communications Conference, pp. 264-271, [retrieved: April, 2007].
[22] Z. Han, J. Wu, J. Zhang, L. Liu and K. Tian, “A General Self-Organized Tree-Based Energy-Balance Routing Protocol for Wireless Sensor Network,” IEEE Transactions on Nuclear Science, vol. 61, no. 2, pp. 732-740, April 2014
[23] Deepapriya, “Wireless Sensor Networks in Health Care Applications,”2014, 4th international academic and research conference Manchester, UK,vol.7,pp.21-31
[24] H. Zheng, F. Yang, X. Tian, X. Gan, X. Wang and S. Xiao, “Data Gathering with Compressive Sensing in Wireless Sensor Networks: A Random Walk Based Approach,” in IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 1, pp. 35-44, Jan. 2015.
[25] G. Wittenburg, N. Dziengel, S. Adler, Z. Kasmi, M. Ziegert and J. Schiller, “Cooperative event detection in wireless sensor networks,” IEEE Communications Magazine, vol. 50, no. 12, pp. 124-131, December 2012.
[26] Jia Meng, Husheng Li and Zhu Han, “Sparse event detection in wireless sensor networks using compressive sensing,” 43rd Annual Conference on Information Sciences and Systems, Baltimore, MD, pp. 181-185,2009.
[27] Ngoc, Tam Vu, “Medical Applications of Wireless Networks,” Washington University, St. Louis, Student Reports on Recent Advances in Wireless and Mobile Networking, 2008.
[28] Banerjee, Torsha, Bin Xie, and Dharma P. Agrawal, “Fault tolerant multiple event detection in a wireless sensor network,” Journal of Parallel and Distributed Computing, vol.68, no. 9, pp.1222-1234, 2008.
[29]Rozenshtein,Polina,ArisAnagnostopoulos,Aristides Gionis, and Nikolaj , “Event detection in activity networks,” Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1176-1185, 2014.
[30] Hodge, V.J., O`Keefe, S., Weeks, M. and Moulds, A., “Wireless sensor networks for condition monitoring in the railway industry: A survey,” IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 3, pp.1088-1106, 2015.
[31] Pin Nie and Zhihua Jin, “Requirements, challenges and opportunities of wireless sensor networks in structural health monitoring,” 3rd IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT), Beijing, pp. 1052-1057,2010.
[32] Pin Nie and Zhihua Jin, “Requirements, challenges and opportunities of wireless sensor networks in structural health monitoring,” 3rd IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT), Beijing, pp. 1052-1057,2010.