Clustering Techniques in Wireless Sensor Networks

Naruephiphat, Wibhada; Charnsripinyo, Chalermpol

doi:10.1109/niss.2009.221

Cited by 9 publications

(5 citation statements)

References 7 publications

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“…Several clustering algorithm has been proposed in order to provide the efficient model. Hence, the basic as well as critical challenge in WSN is to design and develop the energy efficient model that can be efficient as well as cost effective [8]. In order to achieve the efficient model several protocol, which is discussed in the next section, is proposed.…”

Section: Figure 1 Typical Iot Architecturementioning

confidence: 99%

Energy Efficient Clustering using MMHC (Modified Multi-Hop Clustering)

M*,

Ranjan

2019

IJITEE

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In recent years, the WSN has been widely used for building the DSS (Decision Support System) for solving the realworld problem. Moreover, out of several fields, one of the interesting field that requires DSS is monitoring of agriculture environment. Nowadays, Monitoring agriculture environment has become one of the essential field. A smart WSN system is capable of collecting as well as processing the huge data by monitoring the soil conditions, weather situation and others. Hence, IoT (Internet of Things) is employed in order to enhance the productivity and efficiency in the agriculture sector. IoT integrates the various technology such as RFI (Radio Frequency Identification), cloud computing, end-user applications and middleware system. Hence, it is obvious to obtain the higher efficiency for DC (Data Collection). In this paper shared based algorithm known as MMHC (Modified Multi-Hop Clustering) is proposed , this algorithm has three stage i.e. assembling , coupling and removing the redundant nodes. In this modified more than one node can be selected in the other two stage and the more than one node can be removed in third stage, this in terms helps in achieving higher efficiency. Later in order to evaluate the algorithm and prove the efficiency of our proposed algorithm, Comparative analysis is done with the Leach protocol based on the several parameter and it clearly shows that our model outperforms the Existing i.e. Leach algorithm.

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Section: Figure 1 Typical Iot Architecturementioning

confidence: 99%

Energy Efficient Clustering using MMHC (Modified Multi-Hop Clustering)

M*,

Ranjan

2019

IJITEE

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“…The network is partitioned using a distributed clustering algorithm in ACR. Clustering is a technique commonly used to establish hierarchical routing infrastructure in VANETs [20]. The key benefit of utilizing clustering technique in VANET is to reduce network traffic and congestion [21].…”

Section: Clustering Proceduresmentioning

confidence: 99%

ACR : A Cluster Based Routing Protocol for VANET

Ardakani¹

2018

IJWMN

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“…Most of the cluster head selection approaches [2], [5] are designed with the goal to provide balanced energy consumption among sensor nodes, but at the same time, these approaches does not consider the network's requirement for full coverage over extended periods of time. The coverage aware cost metric considers the node's remaining energy as well as the coverage redundancy of its sensing range, thereby measuring the contribution of this node to the network coverage task.…”

Section: Related Workmentioning

confidence: 99%