Dergiler / Istanbul University Journal of Electrical and Electronics Engineering / 2004 / Cilt: 4 - Sayı: 2

Realization of reactive control for multi purpose mobile agents

Sayfa
1161–1170
Yayın Tarihi
2022-10-18
DOI
—
🏛️Bu makalenin bibliyografik verileri ve tam metin bağlantısı DergiPark üzerinden sağlanmıştır.
DergiPark Kaydı ↗
✨

Yapay Zeka Hızlı Bakış & Çıkarımlar

AI Insight
⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

Results have confirmed the high performance of the method.

📌 3 Maddede Bu Makale

🎯
Amaç & Hipotez:Mobile robots are built for different purposes, have different physical size, shape, mechanics and electronics.
📊
Temel Bulgular & Veri:They are required to work in real-time, realize more than one goal simultaneously, hence to communicate and cooperate with other agents.
💡
Sonuç & Katkı:Results have confirmed the high performance of the method.
🔬Tür:Araştırma Makalesi
📍Kapsam:Genişletilmiş Akademik Örneklem
⚙️Değişkenler:Alan Parametreleri

Abstract

Mobile robots are built for different purposes, have different physical size, shape, mechanics and electronics. They are required to work in real-time, realize more than one goal simultaneously, hence to communicate and cooperate with other agents. The approach proposed in this paper for mobile robot control is reactive and has layered structure that supports multi sensor perception. Potential field method is implemented for both obstacle avoidance and goal tracking. However imaginary forces of the obstacles and of the goal point are separately treated, and then resulting behaviors are fused with the help of the geometry. Proposed control is tested on simulations where different scenarios are studied. Results have confirmed the high performance of the method.

🔖

Bu Makaleye Atıf Yap

ŞABANOVİÇ, A., YANNİER, S., ONAT, A. (2022). Realization of reactive control for multi purpose mobile agents. Istanbul University Journal of Electrical and Electronics Engineering, Cilt: 4 - Sayı: 2, 1161–1170. https://ajindex.com/articles/543874

📄 Tam Metin PDF Okuyucu

📄

PDF görüntüleyici hazırlanıyor...

Kaynakça (15)

  1. R. C. Arkin, Behavior-Based Robotics. Cambridge, Mass.: MIT Press, 1998
  2. J. Ferber, Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence. Harlow, Eng.: Addison-Wesley, 1999
  3. W. L. Xu and S. K. Tso, "Sensor-Based Fuzzy Reactive Navigation of a Mobile Robot through Local Target Switching" IEEE Trans. on Systems, Man and Cybernetics, Part C, vol. 29, pp. 451-459, 1999
  4. R. A. Brooks, "A Robust Layered Control System for a Mobile Robot" MIT Artificial Intelligence Laboratory, Massachusetts A.I. Memo 864, Sep. 1985
  5. K.-T. Song and C. C. Chang, "Reactive Navigation in Dynamic Environment Using a Multisensor Predictor" IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 29, pp. 870-880, 1999
  6. R. A. Brooks, "A Robot That Walks; Emergent Behaviors from a Carefully Evolved Network" MIT Artificial Intelligence Laboratory A.I. Memo 1091, Feb. 1989
  7. R. A. Brooks, Cambrian Intelligence: The Early History of the New A.I. Cambridge, Mass.: MIT Press, 1999
  8. A. Steinhage and R. Schoner, "The Dynamic Approach to Autonomous Robot Navigation" presented at IEEE International Symposium on Industrial Electronics, ISIE' 97, 1997
  9. E. Tunstel and M. Jamshidi, "Fuzzy Logic and Behavior Control Strategy for Autonomous Mobile Robot Mapping" presented at IEEE World Congress on Computational Intelligence, Third IEEE Conference on Fuzzy Systems, 1994
  10. N. C. Tsourveloudis, K. P. Valavanis, and T. Hebert, "Autonomous Vehicle Navigation Utilizing Electrostatic Potential Fields and Fuzzy Logic" IEEE Trans. on Robotics and Automation, vol. 17, pp. 490-497, 2001
  11. R. C. Luo and T. M. Chen, "Development of a Multi-Behavior Based Mobile Robot for Remote Supervisory Control through the Internet" IEEE/ASME Trans. on Mechatronics, vol. 5, pp. 376 -385, 2000
  12. T. M. Chen and R. C. Luo, "Development and Integration of Multiple Behaviors for Autonomous Mobile Robot Navigation" presented at Proc. of the 24th Annual Conf. of the IEEE Industrial Electronics Society, IECON '98, 1998
  13. L. E. Parker, "A Performance-Based Architecture for Heterogeneous, Situated Agent Cooperation" presented at AAAI Workshop on Cooperation Among Heterogeneous Intelligent Systems, 1992
  14. R. C. Arkin, T. Balch, and E. Nitz, "Communication of Behavioral State in Multi- Agent Retrieval Tasks" presented at IEEE Int. Conf. on Robotics and Automation, 1993
  15. D. Eustace, D. P. Barnes, and J. O. Gray, "A Behavior Synthesis Architecture for Co