Abstract
In random access-based tactical flying ad-hoc networks, frequent packet collisions degrade network performance severely. To prevent packet collisions, it is imperative to accurately estimate the number of active UAVs (unmanned aerial vehicles); thus, this paper proposes an estimation method for the number of active UAVs based on pseudo-Bayesian estimation by combining the pure-Bayesian method and the pseudo-Bayesian method. Through intensive simulations, it is confirmed that the proposed method outperforms the various existing methods.
| Original language | English |
|---|---|
| Pages (from-to) | 369-372 |
| Number of pages | 4 |
| Journal | Journal of Korean Institute of Communications and Information Sciences |
| Volume | 49 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 2024 Mar 1 |
Bibliographical note
Publisher Copyright:© 2024, Korean Institute of Communications and Information Sciences. All rights reserved.
Keywords
- Bayesian estimation
- Estimation error
- Random access
- Tactical FANET
- UAV
ASJC Scopus subject areas
- Computer Networks and Communications
- Information Systems and Management
- Computer Science (miscellaneous)