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. 2018 Feb 23;18(2):662.
doi: 10.3390/s18020662.

Leader-Follower Formation Control of UUVs with Model Uncertainties, Current Disturbances, and Unstable Communication

Affiliations

Leader-Follower Formation Control of UUVs with Model Uncertainties, Current Disturbances, and Unstable Communication

Zheping Yan et al. Sensors (Basel). .

Abstract

Unmanned underwater vehicles (UUVs) have rapidly developed as mobile sensor networks recently in the investigation, survey, and exploration of the underwater environment. The goal of this paper is to develop a practical and efficient formation control method to improve work efficiency of multi-UUV sensor networks. Distributed leader-follower formation controllers are designed based on a state feedback and consensus algorithm. Considering that each vehicle is subject to model uncertainties and current disturbances, a second-order integral UUV model with a nonlinear function is established using the state feedback linearized method under current disturbances. For unstable communication among UUVs, communication failure and acoustic link noise interference are considered. Two-layer random switching communication topologies are proposed to solve the problem of communication failure. For acoustic link noise interference, accurate representation of valid communication information and noise stripping when designing controllers is necessary. Effective communication topology weights are designed to represent the validity of communication information interfered by noise. Utilizing state feedback and noise stripping, sufficient conditions for design formation controllers are proposed to ensure UUV formation achieves consensus under model uncertainties, current disturbances, and unstable communication. The stability of formation controllers is proven by the Lyapunov-Razumikhin theorem, and the validity is verified by simulation results.

Keywords: current disturbances; leader-follower formation control; model uncertainties; multi-UUV sensor networks; unstable communication.

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Conflict of interest statement

Control gains for the position and velocity communication topologies

Figures

Figure 1
Figure 1
The multi-UUV sensor network.
Figure 2
Figure 2
Model uncertainties, current disturbances, and unstable communication for UUV formation.
Figure 3
Figure 3
The leader-follower UUV formation.
Figure 4
Figure 4
Switching topologies: (a) the two-layer random switching topology set; and (b) the Markov random states in switching topology.
Figure 5
Figure 5
3D trajectory of the leader-follower UUV formation.
Figure 6
Figure 6
The trajectory of leader and follower UUVs in 2D with the desired triangle formation structure.
Figure 7
Figure 7
Position and attitude states of the UUVs: (a) state x of each UUV; (b) state y of each UUV; (c) state z of each UUV; (d) pitch θ of each UUV; and (e) heading ψ of each UUV.
Figure 8
Figure 8
Velocity states of the UUVs: (a) velocity u of each UUV; (b) velocity v of each UUV; (c) velocity w of each UUV; (d) angular velocity q of each UUV; and (e) angular velocity r of each UUV.

References

    1. Hollinger G.A., Choudhary S., Qarabaqi P., Murphy C., Mitra U., Sukhatme G.S., Stojanovic M., Singh H., Hover F. Underwater data collection using robotic sensor networks. IEEE J. Sel. Areas Commun. 2012;30:899–911. doi: 10.1109/JSAC.2012.120606. - DOI
    1. Yan Z.P., Wang L., Zhang W., Zhou J.J. Polar grid navigation algorithm for unmanned underwater vehicles. Sensors. 2017;17:1599. - PMC - PubMed
    1. Rodriguez-Molina J., Bilbao S., Martinez B., Frasheri M., Curuklu B. An optimized, data distribution service-based solution for reliable data exchange among autonomous underwater vehicles. Sensors. 2017;17:1802. doi: 10.3390/s17081802. - DOI - PMC - PubMed
    1. Al-Khatib H., Antonelli G., Caffaz A., Caiti A., Casalino G., de Jong I.B., Duarte H., Indiveri G., Jesus S., Kebkal K. The widely scalable Mobile Underwater Sonar Technology (WiMUST) project: An overview; Proceedings of the Oceans 2015; Genova, Italy. 18–21 May 2015; pp. 1–5.
    1. Li N., Curuklu B., Bastos J., Sucasas V., Fernandez J.A.S., Rodriguez J. A probabilistic and highly efficient topology control algorithm for underwater cooperating AUV networks. Sensors. 2017;17:1022. doi: 10.3390/s17051022. - DOI - PMC - PubMed