Optimizing Tethered HAP Networks Configuration Using Genetic Algorithms

A tethered High altitude platform station (tHAPS) is a network node that operates in the aeronautical layer at an altitude of around 100 to 150 meters, playing a crucial role in providing communication services. It is linked to the ground through a tether. According to ITU recommendations [1], a tHAPS should have a wide coverage area with a radius of approximately 20 km. A network of multiple tHAPS can extend this coverage to serve an entire country. In this article, we discuss the scenario where multiple tHAPS are distributed across an area, each covering a circular region beneath them. We analyze the reliability of such a system and use a modified Genetic Algorithm (GA) to determine the optimal arrangement of tHAPS for a given region. © 2024 IEEE.

Авторы
Selvamuthu Dharmaraja 1 , Sivam Adwaith H. 1 , Raj Raina 1 , Kalita Priyanka 2 , Kozyrev Dmitry V. 3, 4 , Vishnevsky Vladimir M. 3
Издательство
IEEE Computer Society
Язык
English
Статус
Published
Год
2024
Организации
  • 1 Indian Institute of Technology Delhi, New Delhi, DL, India
  • 2 Department of Statistics, Bhattadev University, Bajali, Barpeta, AS, India
  • 3 V. A. Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russian Federation
  • 4 RUDN University, Moscow, Moscow Oblast, Russian Federation
Ключевые слова
Genetic Algorithm; Reliability; Tethered High-Altitude Platform
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