Distributed clustering in ad-hoc sensor networks: a hybrid, energy-efficient approach
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...Index Terms—Sensor networks, clustering, network lifetime, energy efficiency, fault tolerance....
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Cites background from "Distributed clustering in ad-hoc se..."
..., [9], [10], [11], [12]) are usually closely correlated [11]....
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Cites background from "Distributed clustering in ad-hoc se..."
...• The synopsis functionSF (·) is commutative:for any two synopsess1 and s2 we have thatSF (s1, s2) = SF (s2, s1)....
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"Distributed clustering in ad-hoc se..." refers methods in this paper
...Observe that clustering metrics proposed in literature, such as Calinski’s criterion [37], withinscatter [38], and the Bayesian Information Criterion (BIC) [ 39 ] are not the best metrics for our evaluation....
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"Distributed clustering in ad-hoc se..." refers background or methods in this paper
...Hierarchical (clustering) techniques can aid in reducing useful energy consumption [12]....
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...We consider one such application (simil ar to the one described in [12]) in this section....
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...LEACH [12] is an application-specific data dissemination protocol that uses clustering to prolong the network lifeti me....
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...approach (which we refer to as gen-LEACH) in which two features are added to the application-specific LEACH protoc ol, described in [12]....
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...Section VI discusses applications that can use our approach , and compares HEED with a generalized energy-efficient version of LEACH [12]....
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9,314 citations
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...5) Cluster heads are well-distributed over the sensor field....
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