An efficient routing protocol for FANET based on hybrid optimization algorithm

Bhardwaj, Vinay; Kaur, Navdeep

doi:10.1109/iciem48762.2020.9160327

Cited by 12 publications

(4 citation statements)

References 19 publications

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“…This technique mainly concentrates on the reduction of drop rate, and it maintains the topology even in high mobility conditions. Bhardwaj and Kaur [28] explained the process of the chaotic artificial algae algorithm, and it implements the efficient routing protocol for improvement of QoS and QoE metrics. Tropea et al [4] discussed the unmanned aerial vehicles/drone behavior model (UAV) for the FANET simulator to improve the dynamic connectivity between the drones.…”

Section: Routing Protocols In Fanetmentioning

confidence: 99%

“…Compared to other routing protocols, the AODV routing protocol is the one best suitable for the improvement of packet delivery ratio and reduces the drop rate. AODV [26] AOMDV [10] DSR [23] DSDV [28] OLSR [12] While designing the routing protocol, the following criteria need to be concentrated for the efficient Flying Ad Hoc Network. The topology-aware scheme needs to add the structure type of network.…”

Section: Hierarchical Routing Protocolmentioning

confidence: 99%

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A Review on Various Routing Protocol Designing Features for Flying Ad Hoc Networks

Ananthi

Jose

2021

Lecture Notes on Data Engineering and Communications Technologies

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Flying Ad Hoc Network is derived from the mobile ad hoc network and it consists of unmanned aerial vehicles (UAV) for high-speed communication. Flying Ad Hoc Network has high mobility, and the users can communicate without the help of human intervention. Due to high mobility in FANET, network performance is to be concentrated more. Designing a routing protocol is the most important metric for continuous monitoring, analyzing the network performance, and improve efficient network communication. Design of routing protocol should fulfill the important criteria like neighbor nodes selection, shortest path, traffic control, high scalability, high reliability, high data delivery, low drop rate, lesser delay, and high throughput. Due to the high speed in FANET, routing protocols are to be focused on the improvement of network performance and quality of services. This research work studies the detailed review of suitable routing protocols for Flying Ad hoc Networks and discussed the possible outcomes of the different routing strategies such as source-initiated data-centric, table-driven, hybrid, multipath, location-aware, multicast, geographical multicast, power-aware, and energy-aware. This research study suggested the important metrics be concentrated on designing the efficient routing protocol for Flying Ad Hoc Networks and on improving the quality of services.

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Section: Routing Protocols In Fanetmentioning

confidence: 99%

Section: Hierarchical Routing Protocolmentioning

confidence: 99%

A Review on Various Routing Protocol Designing Features for Flying Ad Hoc Networks

Ananthi

Jose

2021

Lecture Notes on Data Engineering and Communications Technologies

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“…These networks have decentralised control and are composed of independent mobile nodes communicating in a multi-hop scheme [1]. Among many types of MANETs [2]- [5], we can cite the flying ad hoc networks (FANETs) [6], [7]. FANETs has attracted attention due to increased applications related to swarms of unnamed air vehicles (UAVs).…”

Section: Introductionmentioning

confidence: 99%

Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV’s Routing Recovery Mechanism

Santana,

Macedo,

Alves

et al. 2023

IEEE Access

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“…UAVs must be able to interact effectively with one another and with existing networking infrastructures in order to fully benefit from their provided services. Therefore, the important concern in FANET is increasing the reliability of message dissemination [2][3][4][5][6][7]. In order to fulfill the criteria and achieve life-saving objectives, a drone must be able to transmit packets reliably in FANETs.…”

Section: Introductionmentioning

confidence: 99%

Reliability estimation for drone communications by using an MLP-based model

Shah

Karabulut

2022

International Advanced Researches and Engineering Journal

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Unmanned aerial vehicles (UAVs) or drones have been widely employed in both military and civilian tasks due to their reliability and low cost. UAVs ad hoc networks also acknowledged as flying ad-hoc networks (FANETs), are multi-UAV systems arranged in an ad hoc manner. In order to maintain consistent and effective communication, reliability is a prime concern in FANETs. This paper presents an analytical framework to estimate the reliability of drones’ communication in FANETs. The proposed system takes into account the reliability of communications in FANETs, including channel fading. The suggested analytical investigation is used to generate a dataset, then an artificial neural network (ANN) based multi-layer perceptron (MLP) model is used to estimate the reliability of drones’ communication. Moreover, to define the best MLP model with hidden layers, the correlation coefficient (R2), mean square error (MSE), root mean square error (RMSE), and mean absolute percentage error (MAPE) are obtained. Moreover, numerical results are presented which verify analytical studies.

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An efficient routing protocol for FANET based on hybrid optimization algorithm

Cited by 12 publications

References 19 publications

A Review on Various Routing Protocol Designing Features for Flying Ad Hoc Networks

A Review on Various Routing Protocol Designing Features for Flying Ad Hoc Networks

Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV’s Routing Recovery Mechanism

Reliability estimation for drone communications by using an MLP-based model

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