Adaptive–robust control of autonomous underwater vehicle with unknown system dynamics

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Adaptive–robust control of autonomous underwater vehicle with unknown system dynamics

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Author(s): Spandan Roy 1 ; Sayan Basu Roy 2 ; Indra Narayan Kar 3
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Source: Autonomous Underwater Vehicles: Design and practice,2020
Publication date July 2020

This chapter introduces a new class of ARC tracking control framework for AUV without any knowledge of the system dynamics parameters. Conventional ARC strategies either require complete/partial knowledge of the systems dynamics parameters or presume the overall uncertainty (or its time derivative) is upper bounded by a constant. However, such presumption is restrictive for systems like AUV which has explicit presence of states in its structure of system uncertainty.Besides, many of the existing AR-based designs suffer from the over-and underestimation problems of switching gains. In such regards, the proposed ASRC law not only avoids restrictive presumptions of system uncertainty being upper bounded by a constant, it simultaneously alleviates the over-and underestimation problems of switching gain. Futher, the effectiveness of the ASRC law is verified in simulation in comparison with the existing ASMC law under the scenario of uncertain system dynamics. An important future work would be to formulate an ARC for AUV considering input/output delay since data acquisition and localization in underwater scenario is always challenging and a controller needs to take care of such circumstances.

Chapter Contents:

  • 4.1 Background and motivation
  • 4.1.1 Contributions
  • 4.1.2 Organization and notations
  • 4.2 The AUV dynamics and problem formulation
  • 4.2.1 Brief dynamics of AUV
  • 4.2.2 Problem formulation
  • 4.3 Controller design
  • 4.4 Stability analysis of ASRC
  • 4.5 Simulation results
  • 4.5.1 Results and discussions for Scenario 1
  • 4.5.2 Results and discussions for Scenario 2
  • 4.6 Conclusion and future direction
  • References

Inspec keywords: autonomous underwater vehicles; robust control; adaptive control

Other keywords: upper bound; ARC tracking control framework; adaptive-robust control; autonomous underwater vehicle; unknown system dynamics; system uncertainty; AUV

Subjects: Stability in control theory; Marine system control; Telerobotics; Mobile robots; Self-adjusting control systems

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