Title :
A Novel Random User Generation Technique for Multibeam Satellite Applications
Author :
Buch, Saket D. ; Bera, Satish Chandra ; Sarkar, Santonu
Author_Institution :
Space Applic. Centre (SAC), Indian Space Res. Organ. (ISRO), Ahmedabad, India
Abstract :
Dynamic simulations of satellite and terrestrial communication systems require generation of time varying random users. If the geographical region under consideration is known, the simulation results can be refined by generating users based on parameters influencing user distribution such as population density or Gross Domestic Product (GDP). This letter brings forward a novel application of the inverse transform sampling technique for generating users based on point-wise gridded statistical data. The impact of generation of random users based on population density in multibeam satellite system simulations as against conventional approaches is also discussed.
Keywords :
economic indicators; inverse transforms; satellite communication; simulation; statistical analysis; GDP; gross domestic product; inverse transform sampling technique; multibeam satellite system simulations; point-wise gridded statistical data; population density; random user generation technique; satellite communication system; terrestrial communication system; time varying random users; user distribution; Attenuation; Laplace equations; Satellite broadcasting; Satellites; Sociology; Statistics; Wireless communication; Inverse Transform Sampling; Multibeam Coverage; Population Density; Random User Location; Satellite Communication; Simulation;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.011714.132845