Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386869595> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4386869595 endingPage "12" @default.
- W4386869595 startingPage "1" @default.
- W4386869595 abstract "Flying Ad Hoc Networks (FANETs) are essential for a wide range of military and civil applications as they significantly reduce mission duration and improve coverage compared to using a single Unmanned Aerial Vehicle (UAV). Nevertheless, the dynamic and mobile nature of FANETs, coupled with fluctuating data traffic patterns, pose significant challenges for adaptive routing and efficient packet delivery. At present, most of the existing routing protocols for FANETs are designed based on mobility or topology information without taking into account data traffic and the associated joint decision-making approach. This narrow focus can result in poor network performance, characterized by longer delivery delay and lower delivery ratio, which can significantly impair the overall Quality of Service (QoS) in FANETs. To address these challenges, this paper proposes the Joint Prediction and Entropy weight-based (JPE) routing protocol by considering both current and future network conditions. The protocol uses a Long Short-Term Memory (LSTM) model to predict and obtain the mobility, buffer available size, and Link Expiration Time (LET) of each Neighbouring UAV (NU) in order to avoid high-mobility, high-traffic, and weak-link UAVs and establish an appropriate path. The routing decision problem is then formulated as an optimization problem and solved using the proposed Entropy Weight-based Multi-Metric (EWMM) approach to make fast and joint routing decisions. The integrated prediction and decision process considers both current and future multi-metric factors that can lead to packet loss or delay. Simulation results demonstrate the effectiveness of the LSTM-based Joint Prediction (JP) model and show that the JPE protocol outperforms the PAP and SPA protocols, improving Packet Delivery Ratio (PDR) and delay performance by 30.13% and 31.24% respectively." @default.
- W4386869595 created "2023-09-20" @default.
- W4386869595 creator A5008487801 @default.
- W4386869595 creator A5042618993 @default.
- W4386869595 creator A5045801071 @default.
- W4386869595 creator A5055013560 @default.
- W4386869595 creator A5058480659 @default.
- W4386869595 creator A5064394078 @default.
- W4386869595 creator A5070350910 @default.
- W4386869595 date "2023-01-01" @default.
- W4386869595 modified "2023-09-27" @default.
- W4386869595 title "Adaptive Routing Design for Flying Ad Hoc Networks: A Joint Prediction Approach" @default.
- W4386869595 doi "https://doi.org/10.1109/tvt.2023.3317311" @default.
- W4386869595 hasPublicationYear "2023" @default.
- W4386869595 type Work @default.
- W4386869595 citedByCount "0" @default.
- W4386869595 crossrefType "journal-article" @default.
- W4386869595 hasAuthorship W4386869595A5008487801 @default.
- W4386869595 hasAuthorship W4386869595A5042618993 @default.
- W4386869595 hasAuthorship W4386869595A5045801071 @default.
- W4386869595 hasAuthorship W4386869595A5055013560 @default.
- W4386869595 hasAuthorship W4386869595A5058480659 @default.
- W4386869595 hasAuthorship W4386869595A5064394078 @default.
- W4386869595 hasAuthorship W4386869595A5070350910 @default.
- W4386869595 hasConcept C104954878 @default.
- W4386869595 hasConcept C120314980 @default.
- W4386869595 hasConcept C158379750 @default.
- W4386869595 hasConcept C204739117 @default.
- W4386869595 hasConcept C31258907 @default.
- W4386869595 hasConcept C41008148 @default.
- W4386869595 hasConcept C5119721 @default.
- W4386869595 hasConcept C555944384 @default.
- W4386869595 hasConcept C76155785 @default.
- W4386869595 hasConcept C94523657 @default.
- W4386869595 hasConceptScore W4386869595C104954878 @default.
- W4386869595 hasConceptScore W4386869595C120314980 @default.
- W4386869595 hasConceptScore W4386869595C158379750 @default.
- W4386869595 hasConceptScore W4386869595C204739117 @default.
- W4386869595 hasConceptScore W4386869595C31258907 @default.
- W4386869595 hasConceptScore W4386869595C41008148 @default.
- W4386869595 hasConceptScore W4386869595C5119721 @default.
- W4386869595 hasConceptScore W4386869595C555944384 @default.
- W4386869595 hasConceptScore W4386869595C76155785 @default.
- W4386869595 hasConceptScore W4386869595C94523657 @default.
- W4386869595 hasFunder F4320321001 @default.
- W4386869595 hasLocation W43868695951 @default.
- W4386869595 hasOpenAccess W4386869595 @default.
- W4386869595 hasPrimaryLocation W43868695951 @default.
- W4386869595 hasRelatedWork W102341893 @default.
- W4386869595 hasRelatedWork W1484589570 @default.
- W4386869595 hasRelatedWork W1500735329 @default.
- W4386869595 hasRelatedWork W1726622279 @default.
- W4386869595 hasRelatedWork W2035055555 @default.
- W4386869595 hasRelatedWork W2097471743 @default.
- W4386869595 hasRelatedWork W2142602371 @default.
- W4386869595 hasRelatedWork W2166172987 @default.
- W4386869595 hasRelatedWork W2375792623 @default.
- W4386869595 hasRelatedWork W2740242796 @default.
- W4386869595 isParatext "false" @default.
- W4386869595 isRetracted "false" @default.
- W4386869595 workType "article" @default.