Coati Optimization-Based Energy Efficient Routing Protocol for Unmanned Aerial Vehicle Communication

Hanan Abdullah Mengash, Hamed Alqahtani, Mohammed Maray, Mohamed K. Nour, Radwa Marzouk, Mohammed Abdullah Al-Hagery, Heba Mohsen, Mesfer Al Duhayyim

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

With the flexible deployment and high mobility of Unmanned Aerial Vehicles (UAVs) in an open environment, they have generated considerable attention in military and civil applications intending to enable ubiquitous connectivity and foster agile communications. The difficulty stems from features other than mobile ad-hoc network (MANET), namely aerial mobility in three-dimensional space and often changing topology. In the UAV network, a single node serves as a forwarding, transmitting, and receiving node at the same time. Typically, the communication path is multi-hop, and routing significantly affects the network’s performance. A lot of effort should be invested in performance analysis for selecting the optimum routing system. With this motivation, this study modelled a new Coati Optimization Algorithm-based Energy-Efficient Routing Process for Unmanned Aerial Vehicle Communication (COAER-UAVC) technique. The presented COAER-UAVC technique establishes effective routes for communication between the UAVs. It is primarily based on the coati characteristics in nature: if attacking and hunting iguanas and escaping from predators. Besides, the presented COAER-UAVC technique concentrates on the design of fitness functions to minimize energy utilization and communication delay. A varied group of simulations was performed to depict the optimum performance of the COAER-UAVC system. The experimental results verified that the COAER-UAVC technique had assured improved performance over other approaches.

Original languageEnglish
Pages (from-to)4805-4820
Number of pages16
JournalComputers, Materials and Continua
Volume75
Issue number3
DOIs
StatePublished - 2023

Keywords

  • Artificial intelligence
  • data communication
  • energy efficiency
  • routing protocol
  • unmanned aerial vehicle

Fingerprint

Dive into the research topics of 'Coati Optimization-Based Energy Efficient Routing Protocol for Unmanned Aerial Vehicle Communication'. Together they form a unique fingerprint.

Cite this