Reconfiguration of C2 architecture for improved availability to support air operations

In this paper, a modern military air operation is viewed as a hierarchical multiple-timescale hybrid feedback control system. The focus of our study is on the impact of the supporting structure for the command and control (C2) functionalities on the overall air operation. The resilience of the supporting structure is measured by its availability. Our representation of the air operation allows us to link the availability of C2 to the strategic goal of an air operation, and therefore provides a framework for the optimization of the air operation at all levels. The paper shows that a prolonged unavailability of a C2 functionality can significantly worsen the outcome of an air operation. A processing unit is modeled as a queing network to quantify the effectiveness of reconfiguration in enhancing availability. The unit is included in a small scale C2 supporting structure for which a simulation study is carried out using Arena.

[1]  J. K. Townsend,et al.  A method and metric for quantitatively defining low probability of detection , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[2]  Christos G. Cassandras,et al.  Modeling and control of a joint air operations environment with imperfect information , 2002, SPIE Defense + Commercial Sensing.

[3]  Kuo-Hsiung Wang,et al.  Probabilistic analysis of a repairable system with warm standbys plus balking and reneging , 2003 .

[4]  Jan Jelinek Models for computing combat risk , 2002, SPIE Defense + Commercial Sensing.

[5]  F.F. Kretschmer,et al.  A New Class of Polyphase Pulse Compression Codes and Techniques , 1981, IEEE Transactions on Aerospace and Electronic Systems.

[6]  Kagan Gokbayrak,et al.  Modeling and agile control for joint air operation environment , 2001, SPIE Defense + Commercial Sensing.

[7]  Frank Kretschmer,et al.  Linear Frequency Modulation Derived Polyphase Pulse Compression Codes , 1981, IEEE Transactions on Aerospace and Electronic Systems.

[8]  Paul K. Davis,et al.  Exploratory Analysis and a Case History of Multiresolution, Multiperspective Modeling , 2001 .

[9]  Ming Li,et al.  Game-theoretic modeling and control of a military air operation , 2001 .

[10]  Shelemyahu Zacks Introduction to reliability analysis , 1991 .

[11]  J. W. Taylor,et al.  Quadriphase code-a radar pulse compression signal with unique characteristics , 1987 .

[12]  D.A. Castanon,et al.  Closed-loop control for joint air operations , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[13]  F. Gross,et al.  Comparison of detectability of traditional pulsed and spread spectrum radar waveforms in classic passive receivers , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Christos G. Cassandras,et al.  Introduction to Discrete Event Systems , 1999, The Kluwer International Series on Discrete Event Dynamic Systems.

[15]  Alexandre M. Bayen,et al.  Computational techniques for the verification of hybrid systems , 2003, Proc. IEEE.

[16]  N.E. Wu,et al.  An example of supervisory control in C2 , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[17]  Panos J. Antsaklis,et al.  Special issue on hybrid systems: theory and applications a brief introduction to the theory and applications of hybrid systems , 2000, Proc. IEEE.

[18]  Peter G. Harrison,et al.  Reliability modelling using G-queues , 2000, Eur. J. Oper. Res..

[19]  N.E. Wu,et al.  Operational reconfigurability in command and control , 2004, Proceedings of the 2004 American Control Conference.

[20]  George R. Welti,et al.  Quaternary codes for pulsed radar , 1960, IRE Trans. Inf. Theory.

[21]  Debasish Ghose,et al.  A Game Theoretical Multiple Resource Interaction Approach to Resource Allocation in an Air Campaign , 2002, Ann. Oper. Res..

[22]  Melike Baykal-Gursoy,et al.  Two load sharing processors with failures , 1998, Comput. Oper. Res..

[23]  Alexandre M. Bayen,et al.  Computational Techniques for the Verification and Control of Hybrid Systems , 2005 .

[24]  N. E. Wu,et al.  Strategic reconfigurability in air operations , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[25]  Robert L. Frank,et al.  Polyphase complementary codes , 1980, IEEE Trans. Inf. Theory.

[26]  Kishor S. Trivedi,et al.  Coverage Modeling for Dependability Analysis of Fault-Tolerant Systems , 1989, IEEE Trans. Computers.

[27]  L. Breuer Introduction to Stochastic Processes , 2022, Statistical Methods for Climate Scientists.

[28]  Oscar R. González,et al.  Stochastic stability of nonlinear sampled data systems with a jump linear controller , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[29]  Randall P. Sadowski,et al.  Simulation with Arena , 1998 .