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Stochastic Decentralized Control of a Platoon of Vehicles Based on the Inclusion Principle

  • Srdjan S. Stanković
  • Milorad J. Stanojević
  • Dragoslav D. Šiljak
Conference paper
Part of the Springer Proceedings in Mathematics & Statistics book series (PROMS, volume 31)

Abstract

In this paper the Stochastic Inclusion Principle is applied to decentralized Linear Quadratic Gaussian (LQG) suboptimal longitudinal control design of a platoon of automotive vehicles. Starting from a stochastic linearized platoon state model, input/state overlapping subsystems are identified and extracted after an adequate expansion. An algorithm for approximate LQG optimization of these subsystems is developed in accordance with their hierarchical lower-block-triangular (LBT) structure. Vehicle controllers obtained after contraction, which leaves the local Kalman filters uncontracted, provide high performance tracking and noise immunity. Simulation results illustrate characteristic properties of the proposed algorithm.

Keywords

Original Space Linear Quadratic Linear Quadratic Gaussian Preceding Vehicle State Feedback Gain 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Notes

Acknowledgments

We are grateful to the staff of the PATH Program from the University of Berkeley for real measurement data.

This work is supported by Project Grant III44004 (2011–2014) financed by the Ministry of Education and Science, Republic of Serbia.

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Copyright information

© Springer Science+Business Media New York 2013

Authors and Affiliations

  • Srdjan S. Stanković
    • 1
  • Milorad J. Stanojević
    • 2
  • Dragoslav D. Šiljak
    • 3
  1. 1.Faculty of Electrical EngineeringUniversity of BelgradeBelgradeSerbia
  2. 2.Faculty of Transport and Traffic EngineeringUniversity of BelgradeBelgradeSerbia
  3. 3.School of EngineeringSanta Clara UniversitySanta ClaraUSA

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