A Novel Mining Approach for Data Analysis and Processing Using Unmanned Aerial Vehicles

Author:

Alenezi Ali12ORCID,Sawalmeh Ahmad23ORCID,Shakhatreh Hazim4ORCID,Almutiry Muhannad12ORCID,Alreshidi Nasser Aedh5ORCID

Affiliation:

1. Department of Electrical Engineering, Northern Border University, Arar, Saudi Arabia

2. Remote Sensing Unit, Northern Border University, Arar, Saudi Arabia

3. Computer Science Department, Northern Border University, Arar, Saudi Arabia

4. Department of Telecommunications Engineering, Hijjawi Faculty for Engineering Technology, Yarmouk University, Irbid, Jordan

5. Department of Mathematics, College of Science, Northern Border University, Arar, Saudi Arabia

Abstract

In the mining industry, smart surveying and exploration operations for the minerals are essential during mining missions. Usually, these missions are performed in remote areas that do not have a wireless communications infrastructure. This paper proposes to use the unmanned aerial vehicle (UAV) as a relay communication node between the exploration team and the ground control station (GCs). UAV can act as a relay node to provide mobile, flexible, and reliable communication links in remote environments and complex topologies. In this work, the pathloss models in millimeter-wave technology are considered because they provide massive data rates for line of sight scenarios. The optimization problem of identifying a 3D location and trajectory of the UAV relay node is formulated to maximize the total team members’ data rate. Because the problem is non-convex, the particle swarm optimization algorithm is used to solve it and determine an efficient location and trajectory of the UAV.

Funder

Ministry of Education – Kingdom of Saudi Arabi

Publisher

Hindawi Limited

Subject

Multidisciplinary,General Computer Science

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