Decision-Based Routing for Unmanned Aerial Vehicles and Internet of Things Networks

Author:

Ali Maisam1,Qureshi Kashif Naseer2ORCID,Newe Thomas2ORCID,Aman Kashif1,Ibrahim Ashraf Osman34ORCID,Almujaly Maha5,Nagmeldin Wamda6

Affiliation:

1. Department of Computer Science, Bahria University, Islamabad 44000, Pakistan

2. Department of Electronic & Computer Engineering, University of Limerick, V94 T9PX Limerick, Ireland

3. Data Science Programme, Faculty of Computing and Informatics, Universiti Malaysia Sabah, Kota Kinabalu 88400, Malaysia

4. Advanced Machine Intelligence Research Group, Universiti Malaysia Sabah, Kota Kinabalu 88400, Malaysia

5. Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia

6. Department of Information Systems, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia

Abstract

New technologies and communication standards have changed traditional network processes. Internet of Things (IoT) is one of the emerging technologies where devices are connected to facilitate the users. When the networks are more congested due to a large number of users then the existing routing protocol and communication channels suffer from congestion, disconnection, overhead, and packet drop issues. Unmanned Aerial Vehicles (UAVs) are adopted to support the ground networks for more feasible data communication. These networks provide coverage facilities to IoT networks and provide smooth data dissemination services. Through the use of relay and cooperative communication technologies, UAVs could enlarge the communication space for IoT networks. Traditional network routing protocols have been adopted for data communication in these networks. However, the adopted protocols are not able to handle mobility and uncertain network conditions. This paper proposes a Decision-based Routing for Unmanned Aerial Vehicles and Internet of Things (DR-UAVIoT) network. The proposed protocol is useful for UAV-to-IoT and UAV-to-UAV data communication. The performance of the proposed solution is evaluated with the existing protocols in terms of data delivery, delay, and network overhead. The experimental results indicate the better performance of the proposed protocol in terms of less delay, less overhead, and better data delivery ratio as compared with existing routing protocols.

Funder

Faculty of computing and informatics, Universiti Malaysia Sabah.

Publisher

MDPI AG

Subject

Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science

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