To Cluster or Not to Cluster: A Hybrid Clustering Protocol for WSN

Masoud, Mohammad; Jaradat, Yousef; Zaidan, Dema; Jannoud, Ismael

doi:10.1109/jeeit.2019.8717524

Cited by 20 publications

(11 citation statements)

References 16 publications

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“…M. Z. Masoud [33] proposed a Hybrid Clustering Routing Protocol (HCP) which consists of power module of LEACH and the cluster head selection protocol. It is a two phase protocol.…”

Section: Related Workmentioning

confidence: 99%

Energy-Efficient and Lossless Routing Scheme for Fire Detection in Wireless Sensor Networks

Padmavathi¹,

Kapileswar²,

Teja³

et al. 2021

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bh

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A fire detection system is one of the primary needs in forests, commercial and residential buildings. Fire detection is done using either wire-based systems or Wireless Sensor Networks (WSNs). In general, the Wireless Sensor Networks are preferred as they are faster and more accurate than the wire based fire detection systems. In Wireless Sensor Networks the fire detection can be done using various routing systems like the Wireless Fidelity (Wi-Fi), Low Power Wide Area Network (LPWAN), Wireless Metal Insulator Transition (MIT) network etc. We have adopted the Node centric lossless routing scheme which increases the load balance and minimizes the delay of relay data over the sensors to the base station using an Energy-Efficient Multilevel and Distance aware Clustering (EEMDC) for Wireless Sensor Networks. Generally, it is done using Hybrid Energy Efficient Distributive (HEED) protocol and Low-Energy Adaptive Clustering Hierarchy (LEACH) protocols. It has drawbacks with the energy levels and relaying of data. The proposed technique involves lossless and energy efficient schemes for data transmission. It uses General Self-Organized Tree-based Energy Balance (GSTEB) routing protocol, which can alter the root and renew the routing tree with a bit of delay and with consumption of less energy. Distance-Energy Cluster Structure Algorithm (DECSA) has the ability to reduce the communication complexities. Therefore, a stable and balanced load is achieved than LEACH and HEED protocols.

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“…M. Z. Masoud [33] proposed a Hybrid Clustering Routing Protocol (HCP) which consists of power module of LEACH and the cluster head selection protocol. It is a two phase protocol.…”

Section: Related Workmentioning

confidence: 99%

Energy-Efficient and Lossless Routing Scheme for Fire Detection in Wireless Sensor Networks

Padmavathi¹,

Kapileswar²,

Teja³

et al. 2021

Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bh

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“…Mohammad Z. Masoud et al [5], have given a new Hybrid Clustering Routing Protocol (HCP). The two phase working mechanism is presented in which first phase is of cluster formation and second phase is of data forwarding process, which is used to decide for forwarding the data either to the cluster-head or to the sink-node directly based on set threshold value.…”

Section: Related Workmentioning

confidence: 99%

Improvement in LEACH Protocol for Energy Efficiency

Rajput*,

Sharma,

Khatri

2020

IJITEE

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Clustering methods in WSN for the sake of energy efficiency has been addressed by various researchers due to promising improvements in the performances. The energy consumption still possesses an opportunity for improvement in terms of complexity reduction, reduction in energy consumption and lifetime of the network. The work presented in this paper contributes a novel strategy for energy efficiency in WSN. This work consists of clustering technique using K-medoid, ANFIS and optimized ANFIS using firefly. The simulation analysis shows significant improvement in performance in terms of residual energy and energy consumption parameters along with number of dead and alive nodes with respect to number of iterations. The proposed method outperforms compared to basic LEACH protocol.

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“…In 2019, Masoud et al [24] discussed about the clustering impact on all the cases. They have proposed a hybrid clustering routing protocol (HCP).…”

Section: Literature Reviewmentioning

confidence: 99%

Computational analysis of clustering techniques for the efficient cluster head selection

Khandelwal¹,

Jain²

2019

IJATEE

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In the current era there are lots of work have been carried out in the direction of cluster heads (CHs) selection in wireless sensor network (WSN). Despite of these works there is still need of improvement in the suggested methods and approach. This paper provides a computational analysis of the related method published of clustering techniques for the efficient cluster head selection and based on the other approaches. In general k-means, fuzzy c-means (FCM) and hierarchical clustering have been considered for the analysis along with the computational measures. This study explores the analytical and experimental discussion and the trends for the efficient cluster head selection.

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To Cluster or Not to Cluster: A Hybrid Clustering Protocol for WSN

Cited by 20 publications

References 16 publications

Energy-Efficient and Lossless Routing Scheme for Fire Detection in Wireless Sensor Networks

Energy-Efficient and Lossless Routing Scheme for Fire Detection in Wireless Sensor Networks

Improvement in LEACH Protocol for Energy Efficiency

Computational analysis of clustering techniques for the efficient cluster head selection

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