Tethered Balloon Cluster Deployments and Optimization for Emergency Communication Networks Article Swipe
Mingyu Guan
,
Feng Zhu
,
Shengming Jiang
,
Weiming Zhou
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/e26121071
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/e26121071
Natural disasters can severely disrupt conventional communication systems, hampering relief efforts. High-altitude tethered balloon base stations (HATBBSs) are a promising solution to communication disruptions, providing wide communication coverage in disaster-stricken areas. However, a single HATBBS is insufficient for large disaster zones, and limited resources may restrict the number and energy capacity of available base stations. To address these challenges, this study proposes a cluster deployment of tethered balloons to form flying ad hoc networks (FANETs) as a backbone for post-disaster communications. A meta-heuristic-based multi-objective particle swarm optimization (MOPSO) algorithm is employed to optimize the placement of balloons and power control to maximize target coverage and system energy efficiency. Comparative analysis with a stochastic algorithm (SA) demonstrates that MOPSO converges faster, with significant advantages in determining optimal balloon placement. The simulation results show that MOPSO effectively improves network throughput while reducing average delay and packet loss rate.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/e26121071
- OA Status
- gold
- References
- 25
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4405194227
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https://openalex.org/W4405194227Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/e26121071Digital Object Identifier
- Title
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Tethered Balloon Cluster Deployments and Optimization for Emergency Communication NetworksWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-12-09Full publication date if available
- Authors
-
Mingyu Guan, Feng Zhu, Shengming Jiang, Weiming ZhouList of authors in order
- Landing page
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https://doi.org/10.3390/e26121071Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://doi.org/10.3390/e26121071Direct OA link when available
- Concepts
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Computer science, Base station, Network packet, Particle swarm optimization, Software deployment, Computer network, Heuristic, Throughput, Disaster recovery, Distributed computing, Real-time computing, Wireless, Telecommunications, Algorithm, Artificial intelligence, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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25Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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