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AuthorHan, Guangjie
AuthorDu, Jiaxin
AuthorLin, Chuan
AuthorWu, Hongyi
AuthorGuizani, Mohsen
Available date2022-12-14T14:42:09Z
Publication Date2020-03-01
Publication NameIEEE Transactions on Wireless Communications
Identifierhttp://dx.doi.org/10.1109/TWC.2019.2955652
CitationHan, G., Du, J., Lin, C., Wu, H., & Guizani, M. (2019). An energy-balanced trust cloud migration scheme for underwater acoustic sensor networks. IEEE Transactions on Wireless Communications, 19(3), 1636-1649.‏
ISSN15361276
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85081724066&origin=inward
URIhttp://hdl.handle.net/10576/37262
AbstractAs a candidate trust management scheme, trust models based on the cloud theory are always taken into account when detecting malicious attacks in Underwater Acoustic Sensor Networks (UASNs). To evaluate the trust values of nodes accurately, the evidence of trust ought to be collected frequently. As a result, continual trust update results in excessive energy consumption or premature death of some sensor nodes that are close to the trust cloud node. To address the above issues, in this paper, we propose an Energy-balanced Trust Cloud Migration scheme (ETCM) for UASNs, which consists of Destination Node Determination (DND), trust cloud migration and trust cloud update. Particularly, DND is performed hierarchically to obtain the destination node for trust cloud migration by selecting the candidate destination clusters, determining the destination cluster and the destination node, respectively. First, the candidate destination clusters are selected based on the distribution for the overall residual energy in UASNs using the simulated annealing algorithm. Then, an indicator of Cluster Ability (CA) is proposed to seek the destination cluster. Particularly, to calculate CA, the improved standardized Euclidean distance formula is employed to evaluate the connectivity between clusters and their neighboring clusters. Finally, on the basis of the defined node density reachability and the residual energy, the Node Ability (NA) is presented to indicate the capacity of nodes for trust cloud storage, calculation and update. The destination node in the destination cluster can be determined as the new trust cloud node using the NA. Simulation results demonstrate that the proposed ETCM scheme can balance energy consumption, increase node survival ratio and prolong lifetime effectively.
SponsorThis work was supported in part by the Fundamental Research Funds for the Central Universities under Grant DUT17RC(3)094 and Grant DUT19ZD206, in part by the Program for Liaoning Excellent Talents in University under Grant LR2017009, in part by the Fund of Acoustics Science and Technology Laboratory under Grant 6142108191212, in part by the Research Fund from Science and Technology on Underwater Vehicle Technology under Grant 6142215180101, and in part by the Open fund of State Key Laboratory of Acoustics under Grant SKLA201901.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Subjectautonomous underwater vehicle (AUV)
trust cloud migration
trust model
Underwater acoustic sensor networks (UASNs)
TitleAn energy-balanced trust cloud migration scheme for underwater acoustic sensor networks
TypeArticle
Pagination1636-1649
Issue Number3
Volume Number19
dc.accessType Abstract Only


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