Abstract
This paper presents the implementation of a cooperative prey hunting strategy for a swarm of unmanned aerial vehicles (UAVs) inspired by the collective behavior of fish and predators. The swarm of UAVs are modelled using diffusion and adaptation algorithms, which enable self-organization and create mobile adaptive networks. Nodes in the mobile adaptive networks interact with each other locally to solve issues of distributed processing and inference. The predator motion is modelled using a state transition model. The study provides insights into the dynamic network structures that arise during interactions between a swarm of fish and predators. The dynamic model of the swarm of fish and predators are modeled using the unicycle model on a coplanar surface. A Lyapunov-based Backstepping controller is designed to ensure that the UAVs track their trajectories accurately. From the simulation results, it can be observed that both the swarm UAVs and the predator successfully tracks the designed navigation path while foraging, evading, and attacking, mimicking the air combat scenario.
| Original language | English |
|---|---|
| Title of host publication | 2023 Systems and Information Engineering Design Symposium, SIEDS 2023 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 96-101 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798350300642 |
| DOIs | |
| State | Published - 2023 |
| Event | 2023 Systems and Information Engineering Design Symposium, SIEDS 2023 - Charlottesville, United States Duration: 27 Apr 2023 → 28 Apr 2023 |
Publication series
| Name | 2023 Systems and Information Engineering Design Symposium, SIEDS 2023 |
|---|
Conference
| Conference | 2023 Systems and Information Engineering Design Symposium, SIEDS 2023 |
|---|---|
| Country/Territory | United States |
| City | Charlottesville |
| Period | 27/04/23 → 28/04/23 |
Bibliographical note
Publisher Copyright:© 2023 IEEE.
Keywords
- Backstepping Controller
- Bio-Inspired Algorithms
- Cooperative Hunting
- Multi agent system
- Unmanned Aerial Vehicles
ASJC Scopus subject areas
- Computer Science Applications
- Hardware and Architecture
- Information Systems
- Decision Sciences (miscellaneous)
- Information Systems and Management
- Control and Systems Engineering
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