Open AccessJournal Article
Parameter based Cluster Head Election in Wireless Sensor Network: A Fuzzy Approach
S. Taruna,Nidhi Bhartiya +1 more
TL;DR: Simulation results for a probability of cluster head on the basis of fuzzy rules using the status of membership function are presented in paper and all the simulation work was done in MATLAB.
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Abstract: Wireless Sensor Networks (WSN) is the bunch of thousands sensor nodes because a single sensor node has very limited competence in sensing and isn’t sufficient for extracting and transmit useful data So this process should be competent by using a number of sensor nodes Wireless sensor network is easily deployed in compare to any other networks because they don’t need any particular framework In wireless sensor network, nodes receive signal from limited area When this signal is sensed and transmit the information to base station, nodes consume energy Wireless sensor network contain distinct parameters like energy, processing power and storage But the energy of nodes is the most important consideration among them LEACH is one of the prominent proactive sensor network protocols and in this cluster head is selected on the basis of probability of each round, whereas in our proposed method cluster head is selected on the premises of three fuzzy parameters-residual energy, neighbor and centrality Simulation results for a probability of cluster head on the basis of fuzzy rules using the status of membership function are presented in paper All the simulation work done in MATLAB General Terms Sensor Network, Fuzzy Rules
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Citations
Fuzzy logic based cluster head selection and data processing in Distributed Sensor Networks
Lokesh B. Bhajantri,Ashok V. Sutagundar +1 more
- 01 Dec 2016
TL;DR: This paper proposes a fuzzy logic based clustering and data processing in DSNs that incorporates energy level of each node, bandwidth, and link efficiency, and the result shows that the proposed approach perform better than LEACH protocol that utilizes minimum energy, latency for cluster formation, and reduce communication overhead.
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Bandwidth Allocation and Scheduling in Distributed Sensor Networks
Lokesh B. Bhajantri,Shiddalingesh S. Hiremath +1 more
- 10 Oct 2017
TL;DR: The paper proposes bandwidth allocation and scheduling in Distributed Sensor Networks (DSNs) and simulation results show that the proposed approach perform better in-terms of utilization bandwidth and scheduling for communication in DSNs.
References
CHEF: Cluster Head Election mechanism using Fuzzy logic in Wireless Sensor Networks
Jong-Myoung Kim,Seon-Ho Park,Young-Ju Han,Tai-Myoung Chung +3 more
- 22 Apr 2008
TL;DR: This paper introduces CHEF - cluster head election mechanism using fuzzy logic, and proves efficiency of CHEF compared with LEACH using the matlab, showing that CHEF is about 22.7% more efficient than LEACH.
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A Survey on LEACH-Based Energy Aware Protocols for Wireless Sensor Networks
TL;DR: A recent survey of hierarchical routing protocols based on LEACH protocol is presented, showing the network life time and energy consumption for each protocol and a comparison of these protocols in terms of advantages, disadvantages, assumptions, and the Cluster Head selection criteria.
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Fuzzy Logic Approach to Improving Stable Election Protocol for Clustered Heterogeneous Wireless Sensor Networks
Baghouri Mostafa,Chakkor Saad,Hajraoui Abderrahmane +2 more
- 01 Jan 2013
TL;DR: This paper shows that the proposed SEP by fuzzy logic (SEP-FL) method increases the stability period and decreases the instability of the sensor network compared with LEACH, LEACH-FL and SEP taking into account the energy level and the distance to the base station.
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Fuzzy Logic Based Cluster Head Election for Wireless Sensor Network
Zhan Wei Siew,Chung Fan Liau,Aroland Kiring,Mohammad Sigit Arifianto,Kenneth Tze Kin Teo +4 more
- 01 Jan 2011
TL;DR: A fuzzy logic based cluster head election conducted in base station is presented, which eliminates the need of location information, Global Positioning System (GPS) of the sensor nodes, as GPS may be ineffective in some cases.
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Cluster Based Routing Algorithm Using Dual Staged Fuzzy Logic in Wireless Sensor Networks
Suresh Kumar,M. Nanda Kumar,Vasu Sheeba,Kishana R. Kashwan +3 more
- 01 Jan 2012
TL;DR: The proposed Dual Fuzzy Logic Cluster Protocol (DFLCP) system has highlighted a robust, effective routing method in wireless sensor network using fuzzy logic which shows enhancement of the performance up to 18 to 24% in comparison to highly discussed LEACH algorithm.
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