May 19, 2024
Mir Mohammad Alipour

Mir Mohammad Alipour

Academic rank: Assistant professor
Address: university of bonab
Education: Ph.D in Software Engineering - Artificial Intelligence
Phone: 04137745000
Faculty: Faculty of Engineering
Department: Computer Engineering

Research

Title
An opposition-based learning election algorithm for UAV placement in 3D space
Type Presentation
Keywords
Unmanned aerial vehicle (UAV) placement, Machine learning, Opposition-based learning, Election algorithm (EA), OBLEA algorithm
Researchers Hojjat Emami، Mir Mohammad Alipour

Abstract

Unmanned aerial vehicles (UAVs) are important tools to realize smart city applications due to their maneuverability and versatility. Recently, some machine learning methods were proposed for UAV placement and achieved encouraging results. However, the reported performances in literature are not ideal and there is room for more improvement in the field. As an element of research, this paper presents a novel opposition-based learning election algorithm (OBLEA) algorithm for UAV placement. With a test on ten benchmark placement scenarios, the proposed OBLEA algorithm is proven to generate better results than counterpart algorithms and is a competitive method for UAV placement.