Formation Tracking Control for Heterogeneous Swarm Systems
CRC Press (Verlag)
978-1-032-20400-0 (ISBN)
Swarm system, also known as multi-agent system, refers to a system composed of multiple subsystems (agents) with certain communication, calculation, decision-making, and action capabilities through local information interaction, such as a group of unmanned aerial vehicles (UAVs), unmanned ground vehicles (UGVs), satellites, etc. Formation tracking control of swarm systems is an important technical support and approach for the emergence of swarm intelligence at motion control level.
By applying formation tracking control, swarm system agents can adjust their relations in the state or output space through neighboring information interaction, and then the swarm system can achieve favorable space-time conditions for many cooperative tasks such as source seeking, target enclosing, and surveillance. Thus, complex missions can be performed efficiently or cost-effectively. In cross-domain collaborative applications, including air-ground coordination and air-sea coordination, swarm systems are usually composed of several heterogeneous agents, and swarm intelligence can be enhanced by complementary functions of different agents. How to achieve time-varying formation tracking for heterogeneous swarm systems is crucial for cross-domain coordination, which has important theoretical value and practical significance.
This important book presents a systematic theoretical approach and control framework on the time-varying formation tracking for high-order heterogeneous swarm systems. Distributed controller design and stability analysis of closed-loop systems for several specific formation tracking problems are provided. Furthermore, the proposed control approaches are applied to practical cooperative experiment platforms composed of UAVs and UGVs, and several formation tracking experiments are carried out to further verify the effectiveness of the theories.
Yongzhao Hua is currently an Associate Professor at Institute of Artificial Intelligence, Beihang University, Beijing, China. His research interests include distributed control, optimization, and game for swarm systems. Xiwang Dong is currently a Professor and an Associate Dean at Institute of Artificial Intelligence in Beihang University, Beijing, China. His research interests include consensus control, formation control, and containment control of swarm systems with applications to UAV swarm systems. Zhang Ren is currently a Professor at School of Automation Science and Electrical Engineering, Beihang University, Beijing, China. His research interests include aircraft guidance, navigation and control, and cooperative guidance and control of swarm systems.
1 Introduction 2 Preliminaries 3 Formation tracking control for homogeneous swarm systems 4 Formation tracking control for swarm systems with heterogeneous disturbances 5 Formation tracking control for heterogeneous swarm systems with a non-autonomous leader 6 Formation tracking for heterogeneous swarm systems with multiple leaders 7 Formation-containment tracking control for heterogeneous swarm systems 8 Experiments on formation tracking for UAV and UGV swarm systems 9 Conclusions and future prospects
| Erscheinungsdatum | 16.03.2022 |
|---|---|
| Zusatzinfo | 1 Tables, black and white; 91 Line drawings, black and white; 15 Halftones, black and white; 106 Illustrations, black and white |
| Verlagsort | London |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Gewicht | 453 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Naturwissenschaften | |
| Technik ► Elektrotechnik / Energietechnik | |
| Technik ► Fahrzeugbau / Schiffbau | |
| Technik ► Umwelttechnik / Biotechnologie | |
| ISBN-10 | 1-032-20400-1 / 1032204001 |
| ISBN-13 | 978-1-032-20400-0 / 9781032204000 |
| Zustand | Neuware |
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