Abstract
In this paper, a biologically inspired cooperative prey hunting strategy is implemented for a swarm of UAVs. The cooperative hunting strategy is based on diffusion and adaptation algorithms. Diffusion and adaptation algorithms exhibit features of self-organization to create a mobile adaptive networks. Nodes in mobile adaptive networks are equipped with both learning and mobility capabilities, as they interact with one another on a local level to find solutions to distributed processing and distributed inference issues. The findings contribute to an understanding of the dynamic network structures that emerge during interactions between swarm of fish and the predators. The Swarm of fish and the predators are modelled using the unicycle model moving in a 2D plane. The swarm of fish forage in search of food which are attacked by the predators which follow hunting strategy defined by the state transition model. An optimal PSO tuned Fractional Order PID controller is designed to ensure the trajectory tracking of the UAVs. Simulation results exhibit the effectiveness of the work.
| Original language | English |
|---|---|
| Title of host publication | 2023 International Conference on Control, Automation and Diagnosis, ICCAD 2023 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350347074 |
| DOIs | |
| State | Published - 2023 |
| Event | 2023 International Conference on Control, Automation and Diagnosis, ICCAD 2023 - Rome, Italy Duration: 10 May 2023 → 12 May 2023 |
Publication series
| Name | 2023 International Conference on Control, Automation and Diagnosis, ICCAD 2023 |
|---|
Conference
| Conference | 2023 International Conference on Control, Automation and Diagnosis, ICCAD 2023 |
|---|---|
| Country/Territory | Italy |
| City | Rome |
| Period | 10/05/23 → 12/05/23 |
Bibliographical note
Publisher Copyright:© 2023 IEEE.
Keywords
- Bio-Inspired algorithms
- Cooperative Hunting
- Game Theory
- Multi agent system
- PSO- PID
- UAVs
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Science Applications
- Computer Vision and Pattern Recognition
- Control and Systems Engineering
- Safety, Risk, Reliability and Quality
- Control and Optimization
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