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Strategic Systems of the Future (SSF)
     -Some Long Term Research Challenges

                   S. S. Sritharan,
    Center for Decision, Risk, Controls and Signals
                Intelligence (DRCSI)
              Naval Postgraduate School
                 Monterey, CA 93943

              DRDO Science Forum July 10th, 2012
Strategic Systems of the Future (SSF)
• ASW: SSBN, SSGN and SSN Security

• Unmanned Systems: undersea, surface, ground, aerial
  and space

• Directed Energy Weapons & Counter Measures

• Quantum Computing the Game Changer?

• ADM Cebrowski’s Network Centric Warfare: Tactical
  networks, cyber and economic systems
The ASW Challenge:
          Stealth & Detection
“Submarines and mines are the biggest threat to
  any sea control mission. We must take them
  very seriously. To have dominance at sea, we
  better be good at anti-submarine and mine
  warfare.”
                          - ADM Gary Roughead.
Two Driving
             Research Themes

• Fundamental problem of accurately detecting
  and classifying submarine and mine signatures.

• Fundamental problem of avoiding detection,
  counter measures against detection, and
  stealth.
Scientific Focus
There is a need for improving the understanding of:
 - the generation
- radiation
- propagation
- Scatter and
- detection
of a variety of signal types:
• acoustic,
• chemical,
• optical,
• electromagnetic,
• hydrodynamic and
• radiological
associated with a submarine's operation.
Reference:

  I. Scientific American, March 1988: “The Non-acoustic Detection of Submarines”, by Tom Stefanick.

  II. Scientific American, February 1981: Advances in Antisubmarine Warfare”, Joel S. Wit.
Modern Advances
                                       in
                            Estimation and Control
                                       of
                                   Coupled
                Hydrodynamic, Acoustic and Electromagnetic Fields
•   Nonlinear filtering and estimation of hydrodynamic
    disturbances, temperature anomalies and magnetic field
    deflections.

•   Physics based control of aero/hydrodynamic
    configurations.

•   New insights in search and detection of randomly moving
    targets with randomly distributed sensor networks.

•   New insights in detection theory of sonar equation with
    modern advances in stochastic processes.

•   New insights in to obstacle avoidance in surface, undersea
    and aerial scenario.
Real Time Estimation of
                   Hydrodynamic Anomalies



Surface Anomalies:
- Bernoulli humps,
- Kelvin waves,
- Surface wakes.
Internal Anomalies:
- Vortex structures,
- Wakes,
- Internal gravity waves.
Real Time Estimation of Hydrodynamic
                      Anomalies-Model Hierarchy
• Models for surface and internal
  waves**-Walter Munk, Joseph Keller,
  John Miles.
• Fully nonlinear model: Density
  dependent Navier-Stokes equation.
• MHD Models with density dependence:
  geomagnetic field interaction with
  hydrodynamic anomalies.
• Coupled hydrodynamic, thermal and
  species transport system.

** C. Garrett & W. Munk, “Internal Waves in the Ocean”,
    Annual Review of Fluid Mechanics, 1979.
Real Time Estimation of Hydrodynamic
                               Anomalies-Estimation Methods


•     Quickest detection methods (change detection)

•     Bayesian methods

•     Kalman filters (linearized hydrodynamic fields)

•     Fully nonlinear filters for hydrodynamic anomalies, internal and surface waves:

    Initial groundwork done in the papers of S. S. Sritharan -Need to specialize the “abstract theories” of Fujisaki-
       Kallianpur-Kunia, Zakai equation, White Noise filter of Kallianpur-Karandikar to problems of fluid dynamics
       and nonlinear wave propagation
Avoiding Detection & Stealth: Physics Based
                            Control of Hydrodynamic Anomalies

•   Fluid dynamic shape optimization is a passive means of minimizing wake
    (includes surface roughness and other passive control methods).
•   It has been demonstrated theoretically* and computationally** that it is
    possible to suppress vortex shedding by active feedback control.
•   Controller design utilizes linear or locally linearized Navier-Stokes equation
    with suction and blowing on the boundary for example (or rotation if flow
    past cylinder).
•   Long term perspective is very promising with tremendous potential to
    actively manage in real time the wake behind surface and submerged
    vessels.



* Papers of S. S. Sritharan and others.
** Substantial literature on computational flow control.
Search of Randomly Moving Targets with
               Randomly Distributed Sensor Networks.

• Search theory has its roots in Naval Operations Research
  ( Bernard Koopman) –stationary target, moving searcher or moving
  target, stationary sensor.

• Modern search theory can be built using recent advances in
  stochastic processes to deal with multiple moving targets and
  mobile sensor networks.

• Bayesian methods can be used to devise search and detection of
  swam of undersea unmanned systems with sensor networks.

• Combination of Bayesian and model based methods will combine
  modern advances in stochastic-probabilistic and control
  theoretic methods.
New Models for Sonar Equation with
            Modern Advances in Stochastic Processes.

• Classical “sonar equation” and related Lambda-Sigma
  processes, etc classify detection and loss of contact by
  calculating “exit probabilities” (or level crossing
  probabilities).
• Modern developments in stochastic processes can be used to
  devise sophisticated “sonar equations” and other detection
  models.
• Improvements to sonar models need to be worked out to
  incorporate sonobuoy oscillations and signal/noise
  correlations.
• A “network counterpart” of sonar equation can be obtained
  for detection of multiple undersea vessels using sensor
  networks.
Unmanned Systems: undersea, surface, ground,
                aerial and space




•   Autonomy
•   Flow Control
•   Combustion Control                   U.S. Air force Academy
                                         simulation
•   Control of ionized gases
•   Estimation of turbulence and plasmas
•   Search of multiple agents with moving sensor
    networks
The Lorentz Force
 J X B
Directed Energy
      Weapons &
        Counter
       Measures

•   Electromagnetic Cloaking

• Free Electron Lasers
Electromagnetic Cloaking




         U. Leunhardt and T. G. Philbin, General Relativity in Electrical Engineering, 2006.

Maxwell Equations:
Free Electron Laser (FEL)




                       •   H. Motz and M. Nakamura, 1959.
                       •   J. M. J. Madey, 1971.


                              System Science for FEL:
                            - Control and estimation theory for
                            Quantum Electrodynamics?

                            - System Engineering for optimal and
                            scalable design of undulators?
Detection of Laser Attack
• How can we rapidly detect Laser & Microwave Weapons Attack?



                    “The Searchlight Problem” S. Chandrasekhar, Proc. Nat. Acad. Sc. 1958.
Quantum Computing
  •     Shor algorithm

  •     Grover algorithm

  •     Quantum Error Correction

  •     Quantum Fourier Transform

  •     Entanglement

      Classical bit: |0> or |1>

   Qubit: a |0> + b |1>                   with a^2 + b^2 = 1

R. P. Feynman, “Simulating Physics with Computers”, Int. Journal of Theoretical Physics, Vol. 21, 1982, pp.
467-488.

Nolan R. Wallach, “Quantum Computing and Entanglement for Mathematicians, Lecture Notes in Mathematics,
2008.
ADM Cebrowski’s
Network Centric Warfare (NCW)
       Tactical networks, cyber and economic systems



 • Autonomous cyber defense system

 •    Autonomous unmanned systems
     control using mobile sensor network

 •    Autonomous tracking of financial
     network, high frequency and
     algorithmic trading.
A Mathematical Theory for NCW?
           Random Graph Dynamics

•   Erdős–Rényi
•   Power Laws
•   Small worlds
•   Giant Components
•   CLT & LDP
•   Random walks on
    random graphs
Key Message
• Control science to Impact: fluid dynamics,
  electromagnetics, quantum electrodynamics, etc.
  (ASW, Unmanned systems, DEW)

• Random graph dynamics: models for designing C4ISR
  Networks, cyber, economic/financial networks, etc.

• Advances in stochastic and signal analysis methods and
  quantum computers: will test vulnerabilities and
  enhance stealth (DEW, ASW, Unmanned and Cyber
  systems).

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STRATEGIC SYSTEMS OF THE FUTURE: SOME LONG TERM SCIENTIFIC CHALLENGES

  • 1. Strategic Systems of the Future (SSF) -Some Long Term Research Challenges S. S. Sritharan, Center for Decision, Risk, Controls and Signals Intelligence (DRCSI) Naval Postgraduate School Monterey, CA 93943 DRDO Science Forum July 10th, 2012
  • 2. Strategic Systems of the Future (SSF) • ASW: SSBN, SSGN and SSN Security • Unmanned Systems: undersea, surface, ground, aerial and space • Directed Energy Weapons & Counter Measures • Quantum Computing the Game Changer? • ADM Cebrowski’s Network Centric Warfare: Tactical networks, cyber and economic systems
  • 3. The ASW Challenge: Stealth & Detection “Submarines and mines are the biggest threat to any sea control mission. We must take them very seriously. To have dominance at sea, we better be good at anti-submarine and mine warfare.” - ADM Gary Roughead.
  • 4. Two Driving Research Themes • Fundamental problem of accurately detecting and classifying submarine and mine signatures. • Fundamental problem of avoiding detection, counter measures against detection, and stealth.
  • 5. Scientific Focus There is a need for improving the understanding of: - the generation - radiation - propagation - Scatter and - detection of a variety of signal types: • acoustic, • chemical, • optical, • electromagnetic, • hydrodynamic and • radiological associated with a submarine's operation. Reference: I. Scientific American, March 1988: “The Non-acoustic Detection of Submarines”, by Tom Stefanick. II. Scientific American, February 1981: Advances in Antisubmarine Warfare”, Joel S. Wit.
  • 6. Modern Advances in Estimation and Control of Coupled Hydrodynamic, Acoustic and Electromagnetic Fields • Nonlinear filtering and estimation of hydrodynamic disturbances, temperature anomalies and magnetic field deflections. • Physics based control of aero/hydrodynamic configurations. • New insights in search and detection of randomly moving targets with randomly distributed sensor networks. • New insights in detection theory of sonar equation with modern advances in stochastic processes. • New insights in to obstacle avoidance in surface, undersea and aerial scenario.
  • 7. Real Time Estimation of Hydrodynamic Anomalies Surface Anomalies: - Bernoulli humps, - Kelvin waves, - Surface wakes. Internal Anomalies: - Vortex structures, - Wakes, - Internal gravity waves.
  • 8. Real Time Estimation of Hydrodynamic Anomalies-Model Hierarchy • Models for surface and internal waves**-Walter Munk, Joseph Keller, John Miles. • Fully nonlinear model: Density dependent Navier-Stokes equation. • MHD Models with density dependence: geomagnetic field interaction with hydrodynamic anomalies. • Coupled hydrodynamic, thermal and species transport system. ** C. Garrett & W. Munk, “Internal Waves in the Ocean”, Annual Review of Fluid Mechanics, 1979.
  • 9. Real Time Estimation of Hydrodynamic Anomalies-Estimation Methods • Quickest detection methods (change detection) • Bayesian methods • Kalman filters (linearized hydrodynamic fields) • Fully nonlinear filters for hydrodynamic anomalies, internal and surface waves: Initial groundwork done in the papers of S. S. Sritharan -Need to specialize the “abstract theories” of Fujisaki- Kallianpur-Kunia, Zakai equation, White Noise filter of Kallianpur-Karandikar to problems of fluid dynamics and nonlinear wave propagation
  • 10. Avoiding Detection & Stealth: Physics Based Control of Hydrodynamic Anomalies • Fluid dynamic shape optimization is a passive means of minimizing wake (includes surface roughness and other passive control methods). • It has been demonstrated theoretically* and computationally** that it is possible to suppress vortex shedding by active feedback control. • Controller design utilizes linear or locally linearized Navier-Stokes equation with suction and blowing on the boundary for example (or rotation if flow past cylinder). • Long term perspective is very promising with tremendous potential to actively manage in real time the wake behind surface and submerged vessels. * Papers of S. S. Sritharan and others. ** Substantial literature on computational flow control.
  • 11. Search of Randomly Moving Targets with Randomly Distributed Sensor Networks. • Search theory has its roots in Naval Operations Research ( Bernard Koopman) –stationary target, moving searcher or moving target, stationary sensor. • Modern search theory can be built using recent advances in stochastic processes to deal with multiple moving targets and mobile sensor networks. • Bayesian methods can be used to devise search and detection of swam of undersea unmanned systems with sensor networks. • Combination of Bayesian and model based methods will combine modern advances in stochastic-probabilistic and control theoretic methods.
  • 12. New Models for Sonar Equation with Modern Advances in Stochastic Processes. • Classical “sonar equation” and related Lambda-Sigma processes, etc classify detection and loss of contact by calculating “exit probabilities” (or level crossing probabilities). • Modern developments in stochastic processes can be used to devise sophisticated “sonar equations” and other detection models. • Improvements to sonar models need to be worked out to incorporate sonobuoy oscillations and signal/noise correlations. • A “network counterpart” of sonar equation can be obtained for detection of multiple undersea vessels using sensor networks.
  • 13. Unmanned Systems: undersea, surface, ground, aerial and space • Autonomy • Flow Control • Combustion Control U.S. Air force Academy simulation • Control of ionized gases • Estimation of turbulence and plasmas • Search of multiple agents with moving sensor networks
  • 15. Directed Energy Weapons & Counter Measures • Electromagnetic Cloaking • Free Electron Lasers
  • 16. Electromagnetic Cloaking U. Leunhardt and T. G. Philbin, General Relativity in Electrical Engineering, 2006. Maxwell Equations:
  • 17. Free Electron Laser (FEL) • H. Motz and M. Nakamura, 1959. • J. M. J. Madey, 1971. System Science for FEL: - Control and estimation theory for Quantum Electrodynamics? - System Engineering for optimal and scalable design of undulators?
  • 18. Detection of Laser Attack • How can we rapidly detect Laser & Microwave Weapons Attack? “The Searchlight Problem” S. Chandrasekhar, Proc. Nat. Acad. Sc. 1958.
  • 19. Quantum Computing • Shor algorithm • Grover algorithm • Quantum Error Correction • Quantum Fourier Transform • Entanglement Classical bit: |0> or |1> Qubit: a |0> + b |1> with a^2 + b^2 = 1 R. P. Feynman, “Simulating Physics with Computers”, Int. Journal of Theoretical Physics, Vol. 21, 1982, pp. 467-488. Nolan R. Wallach, “Quantum Computing and Entanglement for Mathematicians, Lecture Notes in Mathematics, 2008.
  • 20. ADM Cebrowski’s Network Centric Warfare (NCW) Tactical networks, cyber and economic systems • Autonomous cyber defense system • Autonomous unmanned systems control using mobile sensor network • Autonomous tracking of financial network, high frequency and algorithmic trading.
  • 21.
  • 22.
  • 23. A Mathematical Theory for NCW? Random Graph Dynamics • Erdős–Rényi • Power Laws • Small worlds • Giant Components • CLT & LDP • Random walks on random graphs
  • 24. Key Message • Control science to Impact: fluid dynamics, electromagnetics, quantum electrodynamics, etc. (ASW, Unmanned systems, DEW) • Random graph dynamics: models for designing C4ISR Networks, cyber, economic/financial networks, etc. • Advances in stochastic and signal analysis methods and quantum computers: will test vulnerabilities and enhance stealth (DEW, ASW, Unmanned and Cyber systems).