Energy based Efficiency Evaluation of Cluster-Based Routing Protocols for Wireless Sensor Networks (WSNs)

Faheem, Muhammad; Ngadi, Md. Asri; Ali, Saqib; Shahid, Muhammad Anwar; Sakar, L.

doi:10.14257/ijseia.2013.7.6.21

Cited by 7 publications

(4 citation statements)

References 16 publications

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“…As a result, this study examines several cluster-based algorithms, and quantitative and qualitative assessments are performed on each category to determine the effectiveness of the cluster-based algorithms. The concerns described in this study are critical in the creation of cluster-based WSNs algorithms to gain a comprehensive understanding of the domain and design algorithms (Faheem et al , 2013; Nagarajan et al , 2021).…”

Section: Related Workmentioning

confidence: 99%

Integrated dominating and hit set-inspired unequal clustering-based data aggregation in wireless sensor networks

Selvi

Muthukumaran

Kaladevi³

et al. 2022

IJICC

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PurposeIn wireless sensor networks, improving the network lifetime is considered as the prime objective that needs to be significantly addressed during data aggregation. Among the traditional data aggregation techniques, cluster-based dominating set algorithms are identified as more effective in aggregating data through cluster heads. But, the existing cluster-based dominating set algorithms suffer from a major drawback of energy deficiency when a large number of communicating nodes need to collaborate for transferring the aggregated data. Further, due to this reason, the energy of each communicating node is gradually decreased and the network lifetime is also decreased. To increase the lifetime of the network, the proposed algorithm uses two sets: Dominating set and hit set.Design/methodology/approachThe proposed algorithm uses two sets: Dominating set and hit set. The dominating set constructs an unequal clustering, and the hit set minimizes the number of communicating nodes by selecting the optimized cluster head for transferring the aggregated data to the base station. The simulation results also infer that the proposed optimized unequal clustering algorithm (OUCA) is greater in improving the network lifetime to a maximum amount of 22% than the existing cluster head selection approach considered for examination.FindingsIn this paper, lifetime of the network is prolonged by constructing an unequal cluster using the dominating set and electing an optimized cluster head using hit set. The dominator set chooses the dominator based on the remaining energy and its node degree of each node. The optimized cluster head is chosen by the hit set to minimize the number of communicating nodes in the network. The proposed algorithm effectively constructs the clusters with a minimum number of communicating nodes using the dominating and hit set. The simulation result confirms that the proposed algorithm prolonging the lifetime of the network efficiently when compared with the existing algorithms.Originality/valueThe proposed algorithm effectively constructs the clusters with a minimum number of communicating nodes using the dominating and hit sets. The simulation result confirms that the proposed algorithm is prolonging the lifetime of the network efficiently when compared with the existing algorithms.

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Section: Related Workmentioning

confidence: 99%

Integrated dominating and hit set-inspired unequal clustering-based data aggregation in wireless sensor networks

Selvi

Muthukumaran

Kaladevi³

et al. 2022

IJICC

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“…This algorithm has improved the updated process of the cluster centre and radius on (ECM) evolutionary clustering method and takes Davies-Bouldin Index (DBI) as classification criterion. A round refers to the successive time interval between the two cluster heads [11][12][13][14][15][16][17][18][19][20][21]. Message that contains location information are being shared among the nodes in the field and it does not require flooding and complicated computation for localization [22].…”

Section: Related Workmentioning

confidence: 99%

Hierarchical Energy Balanced Fault Tolerant Multipath Routing Protocol (HEBFTMRP) for Wireless Sensor Networks

Kumaran¹,

Nagarajan²

2019

AMA_D

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In this paper, the performance of hierarchical routing and fault tolerant routing scheme are combined and proposed a protocol named Hierarchical Energy Balanced Fault Tolerant Multipath Routing (HEBFTMR). Due to the hierarchical scheme adopted, cluster head energy level is saved. Cluster head in lower region can communicate to the higher region cluster head via the intermediate level cluster heads. Cluster head is changed frequently to equalize the load among the cluster members in the cluster. This cluster head is selected based on the following factors: residual energy, node weightage, distance between the neighbour nodes and the distance between the neighbour node and base station. Multipath routing is established to transmit data from the member node to the cluster head node for efficient data transmission. This is necessary due to the nature of sensors has frequent link broken. If the link is broken, neighbour node selection is important to route the data efficiently. The tolerant energy level of the sensor for route the data is determined. When the energy level decreases below the threshold value, other neighbour node is selected. Simulation results reveal that the proposed scheme proves that this combined scheme performs well when compared to the existing scheme in WSN environment.

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“…The maximum communication range of v i is that of radius R and the distance between two nodesis denoted by d(v i ,v j [14] are used to evaluate the performance of clustering protocols.…”

Section: Problem Formulationmentioning

confidence: 99%

Analysis of Energy Efficient Wireless Sensor Networks Routing Schemes

Pramanick

Basak

Chowdhury

et al. 2014

2014 Fourth International Conference of Emerging Applications of Information Technology

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Wireless Sensor Network (WSN) is one of the fastest growing technologies in wireless domain.The sensor nodes are typically lightweight and with limited battery power they are failure-prone too. So, efficient power saving schemes must be designed and developed to optimize energy consumption and thereby improve overall network lifetime.Clustering technique is one of the time-tested approaches that effectively reduce energy consumption. The lifetime of WSNs is enhanced by uniform clustering that balances network load among the clusters.In this paper, we have reviewed various energy efficient clustering schemes applicable in wireless sensor networks. The schemes are analyzed thoroughly and some of them are simulated to assess performance.

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Energy based Efficiency Evaluation of Cluster-Based Routing Protocols for Wireless Sensor Networks (WSNs)

Abstract: Abstract

Cited by 7 publications

References 16 publications

Integrated dominating and hit set-inspired unequal clustering-based data aggregation in wireless sensor networks

Integrated dominating and hit set-inspired unequal clustering-based data aggregation in wireless sensor networks

Hierarchical Energy Balanced Fault Tolerant Multipath Routing Protocol (HEBFTMRP) for Wireless Sensor Networks

Analysis of Energy Efficient Wireless Sensor Networks Routing Schemes

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