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Soft Computing Tehnique Based Throughput Optimization of GTS mechanism for IEEE 802.15.4 Standard
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Sonal Rane1,Satish Shah2,Dharmistha Vishwakarma3
*1 Department of Elect.Engg.,Faculty of Tech. & Engg., M.S.University of Baroda,,Vadodara, India, Email : sonu4sona@yahoo.com
2 Department of Electrical Engineering,The Maharaja Sayajirao University of Baroda, India,
Email : satishkshah_2005@yahoo.com
3 SVIT, VASAD, India, Email : a1dharmu@gmail.com
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Abstract
.Real time application and QOS are important services provided by IEEE 802.15.4 standard for Wireless Sensor Network (WSN). By providing Guaranteed Time Slot (GTS) mechanism, time critical application can be fulfilled by the IEEE 802.15.4 standard. This paper explores the under utilization of bandwidth in WSN and analyzed GTS mechanism by evaluating throughput using Artificial Neural Network (ANN) soft computing technique in OPNET Modeler. Our focus is for better GTS throughput, which can be achieved due to the packet size based on data rate and Interarrival rate using ANN soft computing technique.
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Keywords
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Wireless sensor network (WSN); OPNET; Artificial Neural Network; IEEE 802.15.4; GTS; Packet Medium Access Delay
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URL: http://dx.doi.org/10.7321/jscse.v3.n3.102
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