System of Systems (SoS) M&S VV&A Decomposition: Integrated System Level VV&A (ISLA)
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1 System of Systems (SoS) M&S VV&A Decomposition: Integrated System Level VV&A (ISLA) Dr. Jeffrey S. Strickland Certified Modeling & Simulation Professional MDA M&S V&V Technical Director Distribution Statement A: Approved for public release; distribution is unlimited 1
2 Report Documentation Page Form Approved OMB No Public reporting burden for the collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden, to Washington Headquarters Services, Directorate for Information Operations and Reports, 1215 Jefferson Davis Highway, Suite 1204, Arlington VA Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to a penalty for failing to comply with a collection of information if it does not display a currently valid OMB control number. 1. REPORT DATE JAN REPORT TYPE 3. DATES COVERED to TITLE AND SUBTITLE System of Systems (SoS) M&S VV&A Decomposition: Integrated System Level VV&A (ISLA) 5a. CONTRACT NUMBER 5b. GRANT NUMBER 5c. PROGRAM ELEMENT NUMBER 6. AUTHOR(S) 5d. PROJECT NUMBER 5e. TASK NUMBER 5f. WORK UNIT NUMBER 7. PERFORMING ORGANIZATION NAME(S) AND ADDRESS(ES) Missile Defense Agency,7100 Defense Pentagon,Washington,DC, PERFORMING ORGANIZATION REPORT NUMBER 9. SPONSORING/MONITORING AGENCY NAME(S) AND ADDRESS(ES) 10. SPONSOR/MONITOR S ACRONYM(S) 12. DISTRIBUTION/AVAILABILITY STATEMENT Approved for public release; distribution unlimited 13. SUPPLEMENTARY NOTES Live-Virtual Constructive Conference, Jan 2009, El Paso, TX 14. ABSTRACT 11. SPONSOR/MONITOR S REPORT NUMBER(S) 15. SUBJECT TERMS 16. SECURITY CLASSIFICATION OF: 17. LIMITATION OF ABSTRACT a. REPORT unclassified b. ABSTRACT unclassified c. THIS PAGE unclassified Same as Report (SAR) 18. NUMBER OF PAGES 18 19a. NAME OF RESPONSIBLE PERSON Standard Form 298 (Rev. 8-98) Prescribed by ANSI Std Z39-18
3 Purpose The purpose of this brief to propose an approach for performing system of system level V&V of the BMDS representations. 2
4 BMDS SoS Hierarchical View System-Level (SoS) V&V SoS Interfaces Enterprise Rules SoS Behavior Scenarios SoS Framework Metadata model Boundaries Element-Level (System) V&V System Interfaces Data model System Rules System Framework Enterprise Rules SoS (BMDS) Interfaces System 1 (GMD) Interfaces System 2 (THAAD) Interfaces System n (AN/TPY-2) System Elements Sub-System 1 (GFC) Sub-System 2 (IFICS) Sub-System 3 M&S (GBI) Sub-System 1 (TFCC) Sub-System 2 (Radar) Sub-System 3 (Missile) Sub-system Elements Component 1 (XXXX) Component 2 (XXXX) Component 1 (XXXX) Component 2 (XXXX) Environment 3
5 BMDS SoS M&S Architecture Characteristics (U) Interoperates with hardware in the loop Provides access to tactical messaging HWIL via RE or TIU Link-16 VMF, etc. Gateways Isolation mechanism for proprietary code Discrete Event Models OMF Private Networks Simulation Engine Components Middleware Components External Models EMF Permits use of specialized hardware and software Provides low entry cost for legacy simulations Relies on proven GOTS infrastructure Permits interoperation with other simulations DIS HLA Database Allows single source for threat representation Provides for common semantics and correlation in support of analysis Lifecycle Applications Provides for common simulation management Optimistic Processing Offline Accessible 4
6 BMDS SoS M&S VV&A Tool Metric Dendritic MOE = Measure of Effectiveness AC = Acceptability Criteria MOP = Measure of Performance = Technical Performance Measure (some my be critical, CPM) System Requirements Documents Enterprise Rules SoS DE Sim Interfaces MOP 0.1 MOP 0.2 MOP 0.3 AC 0.0 AC 2.0 MOE 0 MOE 1 MOE 2 MOE n Sub-System 1 M&S (GFC) System 1 M&S (GMD) Interfaces Sub-System 2 M&S (IFICS) MOP 1.1 MOP 1.2 MOP 1.3 Sub-System 3 M&S (GBI) AC 1.0 Sub-System 1 M&S (TFCC) System 2 M&S (THAAD) Interfaces Sub-System 2 M&S (Radar) MOP 2.1 MOP 2.2 MOP 2.3 Sub-System 3 M&S (Missile) System n M&S (AN/TPY-2) MOP n.1 MOP n.2 M&S Rqmts Documents Component 1 M&S (XXXX) Component 2 M&S (XXXX) n M&S Architecture Framework M&S Environment Component 1 M&S(XXXX) Component 2 M&S (XXXX) Scenario Documents 5
7 BMDS SoS M&S VV&A Event Metric Dendritic CAI = Critical Issue AC = Acceptability Criteria MOP = Measure of Performance = Technical Performance Measure (some my be critical, CPM) Test Objectives Documents Enterprise Rules SoS DE Sim Interfaces MOP 0.1 MOP 0.2 MOP 0.3 CAI 0 CAI 1 CAI 2 CAI n Sub-System 1 (GFC) System 1 (GMD) Interfaces Sub-System 2 (IFICS) MOP 1.1 MOP 1.2 MOP 1.3 Sub-System 3 (GBI) Sub-System 1 (TFCC) System 2 (THAAD) Interfaces Sub-System 2 (Radar) MOP 2.1 MOP 2.2 MOP 2.3 AC 0.0 Sub-System 3 (Missile) System n (AN/TPY-2) MOP n.1 MOP n.2 AC n.0 M&S Rqmts Documents Component 1 (XXXX) Component 2 (XXXX) AC Component 1 (XXXX) n Component 2 (XXXX) Scenario Documents M&S Architecture Framework M&S Environment 6
8 Test Objective Relationship to Acceptability Criteria Intended Use Performance Assessment Test Objective 1 (e.g. CAI 1) MOP 1.1 MOP 1.2 Acceptability Criteria I Metric/ I.1 Metric/ I.2 Metric/ I.3 Ground Test Flight Test Support MOP 1.3 Acceptability Criteria II Metric/ II.1 Metric/ II.2 Metric/ II.3 War Games Exercises Element Integration Test Objective 2 (CAI 2) MOP 2.1 MOP 2.2 Acceptability Criteria III Metric/ III.1 Metric/ III.2 Metric/ III.3 Internal Use Concept Development Planning Test Objective 3 (CAI 3) MOP 3.1 MOP 3.2 Acceptability Criteria IV Acceptability Criteria V Metric/ IV.1 Metric/ IV.2 Metric/ IV.3 Metric/ V.1 Metric/ V.2 Metric/ V.3 Test Objective n (CAI N) MOP N.1 MOP N.N Acceptability Criteria n Metric/ n.1 Metric/ n.2 Metric/ n.3 Test Objectives focus on the expected performance assessment of the operational BMDS to be completed using data from the test event 7
9 Issues Which interfaces are truly SoS level How do we V&V interfaces? What in DSA corresponds to a Federation Object Model (FOM) in HLA? How do we achieve meta-model validation in the absence of a conceptual model? What constitutes a metadata model? 8
10 SoS M&S Verification & Validation Requirements Event/Test Objectives Acceptability Criteria Accreditation Plan Integrated System Level V&V Element-Level VV&A Planning System-Level Accreditation AB VV&A BC VV&A Requirement Verification Design Scenario Interfaces COMM GM VV&A LTPO VV&A SBIRS VV&A THAAD VV&A JTAGS VV&A SPAWAR VV&A MDSE VV&A DE SIM VV&A Interface Verification Design Verification Implementation Verification Results Validation Conceptual Model Validation Metamodel M&S Requirements Test Intended Uses Metadata Enterprise Rules Blue Force Configuration Threats Threat Build Threat Consistency Environment Element Model Consistency Information Flow Data Flow Information Exchange Gateways Transmission Architecture Network Function Flow Environment Accuracy Framework Truth State Data Comparison Interface Validation 9
11 Testing the Theory Through System-Level Post- Flight Reconstruction (U) System-Level Post-Flight Reconstruction (PFR):» Manually recreate and run a past flight test scenario in a test venue performing system-level comparative analysis of the realworld performance to the output of the test venue assessing the results and determining if system-level anomalies exist in the M&S System-Level Anchoring (SLA):» Perform root cause analysis of the system-level anomalies found in the PFR; generate, test and implement M&S improvements to address anomalies 10
12 M&S System-Level PFR Preparation Process (U) Flight Test TC Target Specs +10 Day BET +30 Day IR +60 Day RCS Blue Force Comm. Architecture TCDD Information Target Specs +10 Day BET DESV Target Specs RCS IR Obtain, review, load, reformat, work with TMC, TC, DEET, MDSE (GT), Integration Team (PA) TMC DEET/ Elements Generate Trajectory Generate Signature Blue Force Comm. Architecture TCCD Information MDSE (GT) or Integration Team (PA) Build Scenario Setup PFR in Test Venue 11
13 Backup 12
14 Terms of Reference (1) System: A combination of interacting elements organized to achieve one or more stated purposes. System Element: a member of a set of elements that constitute a system. A system element is a discrete part of a system that can be implemented to fulfill a specified requirement. System of Systems: A combination of interacting functional system elements, which are themselves systems, organized to achieve a stated operational capability. Interface: At point at which independent systems or diverse groups interact. The devise or system by which interaction at an interface is effected. Enterprise Rules: Rules that govern the interaction of system elements; serve the role of local government within the SoS; specified in the Simulation Federation Object Model (framework), for example. Verification: The process of determining that a model implementation and its associated data accurately represent the developer's conceptual description and specifications. Validation: The process of determining the degree to which a model and its associated data are an accurate representation of the real world from the perspective of the intended uses of the model. 13
15 Terms of Reference (2) Measure of Effectiveness (MOE): A qualitative or quantitative measure of aggregate performance or a characteristic of a model, simulation or system that indicates the degree to which it performs the task or meets an operational objective or requirement under specified conditions. Measure of Performance (MOP): The measure of how the system/individual performs its functions in a given environment (e.g., number of targets detected, reaction time, number of targets nominated, susceptibility of deception, task completion time). It is closely related to inherent parameters (physical and structural) but measures attributes of system behavior. Metadata: Information describing the characteristics of data; data or information about the meaning of data; descriptive information about an organization's data, data activities, systems, and holdings. Metamodel: A model of a model. Metamodels are abstractions of the M&S being developed, which use functional decomposition to show relationships, paths of data and algorithms, ordering, and interactions between model components and subcomponents. Metamodels allow the software engineers who are developing the model to abstract details to a level that subject matter experts can validate. Modeling and Simulation (M&S): The use of models and simulations, either statically or over time, to develop data as a basis for making managerial or technical decisions. This includes but is not limited to, emulators, prototypes, simulators, and stimulators. 14
16 System-Level V&V Roles & Responsibilities System-Level MDA/SN SBIRS GMD Ensure Consistent Inputs Across All Element Models Analyze Information Exchange Between Elements Analyze Interfaces Between Elements Appropriate V&V performed at every level reduces risk, reduces cost, and Improves quality C2BMC Element-Level SBIRS 1 Aegis C2BMC Infrastructure (DE SIM, MDSE) 2 3 THAAD GMD Patriot MDA/SN DESV Responsibility Requirements Definition System Level Element-Level Integration THAAD Aegis Patriot Component-Level Interceptor SM-3 Radar SPY-1 FC/C Element Responsibility Component-Level Unit-Level Antenna Transmitter Receiver Signal Processor A firm V&V foundation is critical to enable successful system-level V&V Unit-Level System-Level V&V Ensures Consistent Inputs Across Element Models and Includes Analyzing Communication Data and Interfaces Between Elements 15
17 How Integrated V&V Supports Accreditation SoS M&S M&S VV&A Element M&S Major Component M&S Validation completes a thorough Verification Process to provide the necessary confidence for Accreditation M&S Verification, Validation, and Accreditation Verification Accreditation Validation Requirements verification Conceptual Model Verification Validation Methodology Accreditation for Intended Use Design Verification Face Validation Head-to-Head Comparison Statistical Analytical Comparison SME Panel Accreditation Data Accreditation Support Verify Implementation Documentation Assessment Validation Report Integrate Element & SoS V&V An Assessment of Fidelity Accreditation Report Verification Report V&V Report VV&A Complete 16
18 Simulation Use Cases Footprint Small (laptop) Mod. (rack) Large (room) Use Case Clusters Many Instances Local Staff Autonomous Single Instance Dedicated Staff Specialty Support Faster than Real-Time Lifecycle Weight Real-Time Small (user) Moderate (1 LoE) Large (team) BMD Simulation Use Cases Tend to cluster when organized by support personnel and hardware footprint A single simulation (conceptual model) is likely to poorly serve the complete space of use cases High Fidelity Cases Addressed by engineering simulation models integrated through EMF Marginal improvement over today s (PA07) executions Ideally suited for interaction with HWIL simulation and ground and flight tests Medium Fidelity Cases Necessary for support of concept exploration, future capabilities, high run count statistical analyses Gaining credibility will require sound modeling, solid benchmarking to high fidelity simulations, and repeated use 17
19 SISO Fidelity ISG Concepts Repeatability Specified the Number Represented Instances that can be Repeated Specified Degree of Detail and Hierarchy Level Resolution Detail Characterized Quality of Internal Realization to Respond to Low Level Stimulus Characterized Quality of Internal Realization to Provide Lower Variance Sensitivity Specifies Deviation of Observable Properties Behavioral Representational Precision Determines the Effect of External Stimulus Accuracy Causes Fidelity is defined as the accuracy of the representation when compared to the real-world [DoD M; DoD M&S Glossary, Dec 1997]. 18
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