On the finite horizon Nash equilibrium solution in the differential game approach to formation control

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Jond H. B., NABIYEV V.

JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, cilt.30, sa.6, ss.1233-1242, 2019 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 30 Sayı: 6
  • Basım Tarihi: 2019
  • Doi Numarası: 10.21629/jsee.2019.06.17
  • Dergi Adı: JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1233-1242
  • Anahtar Kelimeler: formation control, differential game, dynamic game, Nash equilibrium, coupled Riccati equations, GUIDANCE
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

The solvability of the coupled Riccati differential equations appearing in the differential game approach to the formation control problem is vital to the finite horizon Nash equilibrium solution. These equations (if solvable) can be solved numerically by using the terminal value and the backward iteration. To investigate the solvability and solution of these equations the formation control problem as the differential game is replaced by a discrete-time dynamic game. The main contributions of this paper are as follows. First, the existence of Nash equilibrium controls for the discrete-time formation control problem is shown. Second, a backward iteration approximate solution to the coupled Riccati differential equations in the continuous-time differential game is developed. An illustrative example is given to justify the models and solution.