Hscs: Hybridization of Self-Organized Clustering Scheme for Flying Ad-Hoc Network
Journal: International Journal of Mechanical and Production Engineering Research and Development (IJMPERD ) (Vol.10, No. 3)Publication Date: 2020-06-30
Authors : Saurabh Bhandari; Er. Rajan;
Page : 13607-13622
Keywords : FANET; Self -Organization; Clustering; Firefly Algorithm (FFA) & Artificial Neural Network (ANN);
- The Effect of Pulverized Oil Bean (Pentaclethra Macrophyllaa Benth.) Stalk Additive on the Thermo Mechanical Properties and Microstructure of 0.6ALDR0.3CMT0.05G0.05OBS Aluminium Dross Composite for Building Ceilings Applications
- EFFECT OF Mg ENHANCEMENT IN THE MICROSTRUCTURE AND MECHANICAL PROPERTIES OF AC2A ALUMINIUM ALLOY
- Effect of Friction Stir Welding Parameters on the Mechanical & Microstructure Properties of Aluminium 6061 Alloys
- Effect of Ultrasonic Mould Vibration on Microstructure & Mechanical Properties of Pure Aluminium Casting During Solidification
- Soil?Based Media for Seedling Emergence and Growth of African Oil Bean (Pentaclethra Macrophylla Benth) Seed at Owerri, Imo State
Abstract
Flying ad-hoc network (FANET) is a collection of unnamed aerial vehicles that communicate without any predefined infrastructure. It having dynamic topology because it is based on MANETs and also changes their frequency in a different state. Changing the state or forminga new cluster will be a challenging task. We design a new clustering mechanism in FANET using K-means Algorithm. In this technique cluster management and cluster head election will be based on SOCS with the K-means algorithm. In FANET, routing is challenging when Quality of Services (QoS) parameters need to be classified. We also propose a novel optimization technique for routing using the Firefly Algorithm (FFA) with Artificial Neural Network. Simulation analysis showed improved performance in favor of cluster construction phase, cluster lifetime, energy usage, and the probability of success as compared with ACO, GSO & SOCS.
Other Latest Articles
- Application of Analytic Hierarchy Process for Information Processing from Passenger Survey in a Public Transport Company
- Design and Analysis of Intake Valve of Si Engine
- Effects of Different Sintering Times on The Adaptation of Monolithic Zirconia Crowns
- Qualitative Analysis of Strengths, Weaknesses, Opportunities and Threats of Professional Services by Community Pharmacies in Nigeria
- The Determinants of Developing Tuberculosis at Specialized Hospital
Last modified: 2020-10-01 13:31:00