Based on 3MMO load balance strategy of UAV network under SDN

In order to improve the load balancing quality and efficiency of the UAV (Unmanned Aerial Vehicle) network controlled by SDN (software-Defined Networking), 3MMO (three m migrated optimization) load balancing strategy is proposed, which considers the minimum migration rate, the minimum migration cost and the maximum migration efficiency. Through the comparison of the load balance of DALB (Dynamic and adaptive load Balancing), CAMD (controller adaption and migration decision), ISMDA (an improved switch migration decision algorithm) three algorithms simulation, the average packet loss rate is 0.5% lower than that of CAMD, the migration efficiency is 3 times that of CAMD, and the number of migration is 13.6% less than CAMD. The strategy of 3MMO not only solves the problem of unbalanced load, reduces additional overhead caused by frequent load migration, improves migration efficiency, and reduces the cost of migration. It has greatly improved the communication quality and performance of the UAV network.

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Publication Details

Published
2024-12-30
DOI
https://doi.org/10.1117/12.3052327
Primary Topic
Software-Defined Networks and 5G
Type
article
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Based on 3MMO load balance strategy of UAV network under SDN

Cai Gui, Xingyu Liu, Ziwen Wang, Xiaodong Guo
Software-Defined Networks and 5G
article

Based on 3MMO load balance strategy of UAV network under SDN

Cai Gui, Xingyu Liu, Ziwen Wang, Xiaodong Guo
article en

Abstract

In order to improve the load balancing quality and efficiency of the UAV (Unmanned Aerial Vehicle) network controlled by SDN (software-Defined Networking), 3MMO (three m migrated optimization) load balancing strategy is proposed, which considers the minimum migration rate, the minimum migration cost and the maximum migration efficiency. Through the comparison of the load balance of DALB (Dynamic and adaptive load Balancing), CAMD (controller adaption and migration decision), ISMDA (an improved switch migration decision algorithm) three algorithms simulation, the average packet loss rate is 0.5% lower than that of CAMD, the migration efficiency is 3 times that of CAMD, and the number of migration is 13.6% less than CAMD. The strategy of 3MMO not only solves the problem of unbalanced load, reduces additional overhead caused by frequent load migration, improves migration efficiency, and reduces the cost of migration. It has greatly improved the communication quality and performance of the UAV network.

Xi’an University of Posts and Telecommunications (CN)
Affordable and clean energy
Openalex Percentile: Top 72%
Software-Defined Networks and 5G
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