Multiobjective Optimization Algorithms for Wireless Sensor Networks

[...]the achievement of energy conservation is vital for WSNs to remain operational. Additionally, sensor nodes may be either static or mobile. [...]the maximization of coverage using the resource constrained sensor nodes in a WSN is a nontrivial problem. [...]two types of congestion may occur in WS...

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Vydáno v:Wireless communications and mobile computing Ročník 2020; s. 1 - 5
Hlavní autoři: Kandris, Dionisis, Alexandridis, Alex, Dagiuklas, Tasos, Panaousis, Emmanouil, Vergados, Dimitrios D.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Oxford Hindawi 28.10.2020
John Wiley & Sons, Inc
Témata:
Algorithms
Communication channels
Connectivity
Data transmission
Energy
Internet of Things
Multimedia
Multiple objective analysis
Nodes
Optimization
Optimization algorithms
Sensors
Traffic congestion
Wireless networks
Wireless sensor networks
ISSN:1530-8669, 1530-8677
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Shrnutí:[...]the achievement of energy conservation is vital for WSNs to remain operational. Additionally, sensor nodes may be either static or mobile. [...]the maximization of coverage using the resource constrained sensor nodes in a WSN is a nontrivial problem. [...]two types of congestion may occur in WSNs. [...]meeting desired requirements in terms of more than one of these metrics is much more difficult, due to the fact that in many cases, the conditions required to optimize each one of these metrics may conflict with each other. [...]the combinational use of conventional single-objective optimization algorithms may be unsuitable for real applications, since they act to the detriment of the rest of the performance parameters.
Bibliografie:ObjectType-Article-1
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ISSN:1530-8669
1530-8677
DOI:10.1155/2020/4652801