The Relaxed State-Dependent Riccati Equation Technique

Concept and applications

Insu Chang, Sang Young Park, Kyu Hong Choi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

A new concept in nonlinear control methods, called the Relaxed State-Dependent Riccati Equation (RSDRE) technique, is introduced in the current paper. This concept is derived from the State-Dependent Riccati Equation (SDRE) technique, which is known as one of the well defined nonlinear controllers. By gridding the states and obtaining representative states, the control gains can be obtained in advance of applying them to systems. Hence, the RSDRE technique is similar to the LQR technique in local state block and can be treated as a discretized SDRE technique in all of the state regions. The RSDRE technique has the same characteristics as the SDRE technique: it has nonlinear, sub-optimal, and robust control. Moreover, this technique can overcome some of the main drawbacks of the SDRE technique, specifically the computational burden in calculating the values of the optimal control gain matrix and the possibility of being unable to solve the algebraic Riccati equation in real-time for some internal or external problems. Examples of attitude controls for inverted pendulum and satellite attitude control systems are presented to show the effectiveness of the RSDRE technique.

Original languageEnglish
Title of host publicationThe F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences
Subtitle of host publicationProceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium
Pages585-603
Number of pages19
Volume132
Publication statusPublished - 2008 Dec 1
EventAmerican Astronautical Society F. Landis Markley Astronautics Symposium - Cambridge, MD, United States
Duration: 2008 Jun 292008 Jul 2

Other

OtherAmerican Astronautical Society F. Landis Markley Astronautics Symposium
CountryUnited States
CityCambridge, MD
Period08/6/2908/7/2

Fingerprint

Riccati equation
Riccati equations
Gain control
Attitude control
satellite attitude control
linear quadratic regulator
attitude control
pendulums
optimal control
Pendulums
Robust control
control system
controllers
Satellites
Control systems
Controllers
matrix

All Science Journal Classification (ASJC) codes

  • Aerospace Engineering
  • Space and Planetary Science

Cite this

Chang, I., Park, S. Y., & Choi, K. H. (2008). The Relaxed State-Dependent Riccati Equation Technique: Concept and applications. In The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences: Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium (Vol. 132, pp. 585-603)
Chang, Insu ; Park, Sang Young ; Choi, Kyu Hong. / The Relaxed State-Dependent Riccati Equation Technique : Concept and applications. The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences: Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium. Vol. 132 2008. pp. 585-603
@inproceedings{5ff80516d443466a8c7273346964ef58,
title = "The Relaxed State-Dependent Riccati Equation Technique: Concept and applications",
abstract = "A new concept in nonlinear control methods, called the Relaxed State-Dependent Riccati Equation (RSDRE) technique, is introduced in the current paper. This concept is derived from the State-Dependent Riccati Equation (SDRE) technique, which is known as one of the well defined nonlinear controllers. By gridding the states and obtaining representative states, the control gains can be obtained in advance of applying them to systems. Hence, the RSDRE technique is similar to the LQR technique in local state block and can be treated as a discretized SDRE technique in all of the state regions. The RSDRE technique has the same characteristics as the SDRE technique: it has nonlinear, sub-optimal, and robust control. Moreover, this technique can overcome some of the main drawbacks of the SDRE technique, specifically the computational burden in calculating the values of the optimal control gain matrix and the possibility of being unable to solve the algebraic Riccati equation in real-time for some internal or external problems. Examples of attitude controls for inverted pendulum and satellite attitude control systems are presented to show the effectiveness of the RSDRE technique.",
author = "Insu Chang and Park, {Sang Young} and Choi, {Kyu Hong}",
year = "2008",
month = "12",
day = "1",
language = "English",
isbn = "9780877035480",
volume = "132",
pages = "585--603",
booktitle = "The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences",

}

Chang, I, Park, SY & Choi, KH 2008, The Relaxed State-Dependent Riccati Equation Technique: Concept and applications. in The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences: Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium. vol. 132, pp. 585-603, American Astronautical Society F. Landis Markley Astronautics Symposium, Cambridge, MD, United States, 08/6/29.

The Relaxed State-Dependent Riccati Equation Technique : Concept and applications. / Chang, Insu; Park, Sang Young; Choi, Kyu Hong.

The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences: Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium. Vol. 132 2008. p. 585-603.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - The Relaxed State-Dependent Riccati Equation Technique

T2 - Concept and applications

AU - Chang, Insu

AU - Park, Sang Young

AU - Choi, Kyu Hong

PY - 2008/12/1

Y1 - 2008/12/1

N2 - A new concept in nonlinear control methods, called the Relaxed State-Dependent Riccati Equation (RSDRE) technique, is introduced in the current paper. This concept is derived from the State-Dependent Riccati Equation (SDRE) technique, which is known as one of the well defined nonlinear controllers. By gridding the states and obtaining representative states, the control gains can be obtained in advance of applying them to systems. Hence, the RSDRE technique is similar to the LQR technique in local state block and can be treated as a discretized SDRE technique in all of the state regions. The RSDRE technique has the same characteristics as the SDRE technique: it has nonlinear, sub-optimal, and robust control. Moreover, this technique can overcome some of the main drawbacks of the SDRE technique, specifically the computational burden in calculating the values of the optimal control gain matrix and the possibility of being unable to solve the algebraic Riccati equation in real-time for some internal or external problems. Examples of attitude controls for inverted pendulum and satellite attitude control systems are presented to show the effectiveness of the RSDRE technique.

AB - A new concept in nonlinear control methods, called the Relaxed State-Dependent Riccati Equation (RSDRE) technique, is introduced in the current paper. This concept is derived from the State-Dependent Riccati Equation (SDRE) technique, which is known as one of the well defined nonlinear controllers. By gridding the states and obtaining representative states, the control gains can be obtained in advance of applying them to systems. Hence, the RSDRE technique is similar to the LQR technique in local state block and can be treated as a discretized SDRE technique in all of the state regions. The RSDRE technique has the same characteristics as the SDRE technique: it has nonlinear, sub-optimal, and robust control. Moreover, this technique can overcome some of the main drawbacks of the SDRE technique, specifically the computational burden in calculating the values of the optimal control gain matrix and the possibility of being unable to solve the algebraic Riccati equation in real-time for some internal or external problems. Examples of attitude controls for inverted pendulum and satellite attitude control systems are presented to show the effectiveness of the RSDRE technique.

UR - http://www.scopus.com/inward/record.url?scp=62949183409&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=62949183409&partnerID=8YFLogxK

M3 - Conference contribution

SN - 9780877035480

VL - 132

SP - 585

EP - 603

BT - The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences

ER -

Chang I, Park SY, Choi KH. The Relaxed State-Dependent Riccati Equation Technique: Concept and applications. In The F. Landis Markley Astronautics Symposium - Advances in the Astronautical Sciences: Proceedings of the American Astronautical Society F. Landis Markley Astronautics Symposium. Vol. 132. 2008. p. 585-603