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Control of C2 unit using arena modeling and simulation

Published: 03 December 2006 Publication History

Abstract

This paper reports the results of a simulation study using Arena on a system resembling a part of the high level supporting structure of a Command and Control Center for military air operations. The system is modeled as a reconfigurable queuing network with servers that are subject to failures and with a human operator unit. The main interest is to understand and quantify the benefits of reconfiguration, and to recommend changes in structural parameters and policies for optimized network performance. An optimal control policy is applied to the main processing unit in C2. The investigation is based on a Markov decision problem with the C2 unit as a closed queuing network; where in the structure of optimal policy is accomplished by means of dynamic programming. The paper presents our modeling effort, and simulation results that compare the C2 system performance.

References

[1]
Arena. Rockwell Software, Inc. Academic Version 7.01.00. 2004.
[2]
Cassandras, C. G., and S. Lafortune. 1999. Introduction to Discrete Event Systems. Chapter 8. Kluwer Academic Publishers.
[3]
Cruz, J. B. Jr., M. A. Simaan, A. Gacic, H. Jiang, B. Letel-lier, M. Li, and Yong Liu. 2001. Game-theoretic modeling and control of a military air operation. In IEEE Transactions on Aerospace and Electronic Systems. 37: 1393--1405.
[4]
Deb, R. K., and R. F. Serfozo. 1973. Optimal control of batch service queues. In Adv. Appl. Prob. 5: 340--361.
[5]
Kelton, W. D., R. P. Sadowski and D. T. Sturrock. 2004. Simulation with Arena. 3rd Edition. McGraw-Hill.
[6]
Law, A. M. and W. D. Kelton. 2000. Simulation Modeling and Analysis. 3rd edition. McGraw Hill.
[7]
Pepyne, D. L., and C. G. Cassandras. 1997. Optimal dispatching control for elevator systems during uppeak traffic. In IEEE Transactions on Control Systems Technology, 5(6): 629--643.
[8]
Wohletz, J. M., D. A. Castanon, and M. L. Curry. Closed-loop control for joint air operations. In Proc. American Control Conference (ACC 2001).
[9]
Wu, N. E., and T. Busch. 2004. Operational reconfigurability in command and control. In Proc. American Control Conference (ACC 2004).
[10]
Wu, N. E., and T. Busch. 2004. An example of Supervisory Control in C2. In Proc. IEEE Conference on Decision and Control (CDC 2004).
[11]
Wu, N. E., S. Thavamani. 2006. Effect of Acknowledgement on Performance of a Fault-Tolerant Wireless Network. To appear in 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS 2006).

Cited By

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  • (2009)Analyzing production modifications of a C-130 engine repair facility using simulationWinter Simulation Conference10.5555/1995456.1995700(1770-1777)Online publication date: 13-Dec-2009

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Published In

cover image ACM Conferences
WSC '06: Proceedings of the 38th conference on Winter simulation
December 2006
2429 pages
ISBN:1424405017

Sponsors

  • IIE: Institute of Industrial Engineers
  • ASA: American Statistical Association
  • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
  • IEEE-CS\DATC: The IEEE Computer Society
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • NIST: National Institute of Standards and Technology
  • (SCS): The Society for Modeling and Simulation International
  • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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Winter Simulation Conference

Publication History

Published: 03 December 2006

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WSC06
Sponsor:
  • IIE
  • ASA
  • IEICE ESS
  • IEEE-CS\DATC
  • SIGSIM
  • NIST
  • (SCS)
  • INFORMS-CS
WSC06: Winter Simulation Conference 2006
December 3 - 6, 2006
California, Monterey

Acceptance Rates

WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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  • (2009)Analyzing production modifications of a C-130 engine repair facility using simulationWinter Simulation Conference10.5555/1995456.1995700(1770-1777)Online publication date: 13-Dec-2009

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