HIERARCHICAL MODELS TO SUPPORT SIMULATIONS

 

ENVIRONMENT MODELS

 

            PSI has built a number of GSS models to investigate the effects of electromagnetic phenomena when multiple waveforms impinge upon an antenna.  These models are particularly useful when performing interference analyses, or analyzing the effects of mobile radio communications in rough terrain and foliage.  Fast algorithms are used to speed calculation of path loss based on digitized terrain and foliage data so that large numbers of transmitters and receivers can be studied to determine the effects of dynamic interference, mutual interference, and motion of platforms.

 

 

Fast Line-of-Sight (LOS)

 

            A system with very fast algorithms to determine optical line-of-sight (LOS) between two points based on digitized terrain elevation data.  A special hierarchical terrain database is built by preprocessing standard data to support the fast algorithms for long paths over large land areas (1000s of kilometers on a side).  The hierarchical terrain database is created from U.S. Government digital terrain data using PSI's Terrain Data Management System (TDMS).  LOS can be ground-to-ground, air-to-ground, or air-to-air.  Because of its speed, this system is especially suited to real-time simulations requiring large numbers of LOS determinations in a short time period, such as when modeling sensor systems that view large numbers of objects in a dynamic,live equipment test environment.

 

 

Fast Propagation Prediction System (FPPS)

 

            FPPS is a set of models for predicting propagation path loss over large land areas of rough terrain.  This system has been designed to extract terrain feature data using fast algorithms and a special hierarchical terrain database.  The terrain feature extraction algorithms have been designed to support electromagnetic propagation models including modified versions of  the TIREM, Longley-Rice, and Longley-Reasoner point-to-point models.  FPPS provides deterministic profiles and statistical characterization for each specific path as needed, with model selection and adjustments determined by the path and frequency range of interest.  FPPS is suited to any kind of simulation requiring point-to-point propagation path loss predictions which account for specific terrain or foliage effects.  Paths can be ground-to-ground or air-to-ground.  This model also uses PSI's foliage loss model described in the next section.  FPPS spans 20 MHz to 20 GHz.

 

            FPPS provides high speed performance when working with areas about 1000 X 1000 Kilometers.  These speed enhancements are achieved by preprocessing the terrain data and storing it in main memory for quick retrieval.

 

Foliage Loss

 

            PSI's foliage loss model accounts for antenna and tree height, type and density of forest, and leakage mode (over the trees) using a modified Head/Tamir type model.  PSI's foliage database is the same format as that of the terrain data.

 

 

High Frequency (HF) Propagation and Interceptibility

 

            The High Frequency radio link interceptibility model utilizes the IONCAP system for HF propagation path loss prediction developed by the Institute of Telecommunication Sciences (ITS), U.S. Department of Commerce.  Low Probability of Intercept (LPI) Performance is measured in terms of the surface area over which the selected radio link can be intercepted by a designated type of interceptor.  HF-FPPS spans 2-30 MHz.

 

 

RADIO MODELS

 

            PSI has built a number of radio models that include generic features as well as specific detailedspread spectrum implementations.  Radio submodels include sensitivity, signal processing attenuation of partially correlated signals due to frequency hopping and pseudo-noise coding, error detection and correction coding, time dispersal coding, filtering, hard and soft decision receiver operational characteristics, etc.  These models are easily modified to accommodate different radio specifications or laboratory data.  Included in this category are models of JTIDS/MIDS, SINCGARS, EPLARS, Link-11 HF, and UHF SATCOM.

 

 

ANTENNA MODELS

 

            Several antenna models have been developed by PSI, including omnidirectional and directional on moving vehicles.  Different lobe patterns can be characterized in detail to allow the measurement of received signal from transmitters, including interference.  Directional patterns can be specified in both the vertical and horizontal planes, or three-dimensionally.  These antenna models are amenable to supporting active aperture design.

 

 

INTERFERENCE MODELS

 

            These models provide the facilities to deploy dynamic interference with specific modulation techniques, and time, frequency, and power control.  Interferers can emit waveforms, which are partially correlated to the radio receivers, to investigate the effects of different receiver designs, including various spread spectrum techniques.  They can be placed on moving vehicles with variable speeds and directions that follow prescribed rules.

 

 

NETWORK CONTROL MODELS

 

GSS models have been built to implement the decision making process in Network Control Centers.  These models provide for the decision processes that change operational status of communication resources including nodes, links, transmitters, frequencies, time-slots, etc.  The decision processes relative to movement of communication resources or users are also implemented in these models.

 

 

MOBILE TELEPHONE - RADIO ACCESS UNIT MODELS

 

Detailed models of radio access units and mobile subscriber radio terminals have been built using GSS.  These detailed models implement the existing radio protocols between the access units and the mobile radios.  These models contain the scanning process to find either a free or a specific channel, and the affiliation contention processes encountered when the mobile radios lose contact with their access units.  These models are normally used in conjunction with PSI electromagnetic environment models or connectivity simulation scenarios.

 

 

SWITCH,  ROUTER & GATEWAY  MODELS

 

            PSI has built a large number of different switch models using GSS.  These models contain various different signaling and routing schemes, as well as different features of communication switches, with optional queues, processors, and buffers.

 

 

Routers

 

            PSI has built GSS models of various routers using various forms of adaptive routing or standard routing tables to support network analyses.  Schemes for building routing tables adaptively, including the use of routing update messages or using special techniques have been implemented.  Models include detailed protocols and algorithms as well as numerous other system features.

 

 

Central Node Switches

 

            PSI has built GSS models of various central node switches using circuit or ATM backbones, and various forms of adaptive routing or standard routing tables to support backbone network analyses.  This model includes the detailed protocols and algorithms as well as numerous other system features.

 

 

Extended Node Switches

 

            There are GSS models of extend node switches, including circuit, packet, and ATM.  These models incorporate adaptive routing algorithms or tables for routing that are adaptively updated, and provide an interface with smaller or larger switches using the same routing scheme to evaluate system performance of large numbers of nodes handling many subscribers, including mobile radio subscribers.

 

 

Access Network Switches

 

            These provide detailed models of the access network switches, including large extension nodes, small extension nodes, and radio access units described above.  PSI has developed packet switch models with detailed protocols modeled along physical lines for ease of making rule changes and evaluating different routing algorithms, as well as assessing performance relative to data system requirements.

 

 

Access Network Switches

 

            These provide detailed models of the access network switches, including large extension nodes, small extension nodes, and radio access units described above.  PSI has developed packet switch models with detailed protocols modeled along physical lines for ease of making rule changes and evaluating different routing algorithms, as well as assessing performance relative to data system requirements.

 

Gateway Models

 

These provide detailed models of gateways between different link and protocol implementations.  Such models include Joint Range Extension (JRE) Gateway and Protocol for passing TADIL-J messages through IP connections.

 

TRAFFIC MODELS

 

 

Host Data Traffic

 

            GSS models to create data traffic based on detailed representations of user characteristics that define throughput and response time requirements.  Models provide for generation of specific messages depending on host state, scenario activity, response required, incoming messages, etc.  Host transmission queues are modeled to provide for acknowledgments, or to hold messages for prescribed periods while links are down.  Hosts can move based on messages received or scenario states.  Hosts can be turned off and on to reflect planned movement, equipment failure, and maintenance periods.  Host traffic models can represent aggregated users and local area networks.

 

Mission Thread Messages Strings and Event Models

 

Simulations of complex mission-oriented scenarios involving large numbers of interacting air, sea and ground platforms require realistic traffic to test network designs and communications in support of mission success.  Message string models support transmission and exchange of messages, e.g., mission-oriented message strings, between platforms.  Event models are used to stimulate transmission of messages in synchronization to mission dynamics.

 

Telephone Subscriber

 

            GSS models specific to the characteristics of individual telephone subscribers based on various types of user requirements.  These models provide for call intergeneration times and call duration.  They also provide for destination busy, priority, call retry due to busy, or network failure (which also depends on call duration).  These models are designed specifically to determine the transient effects on network capacity due to changes in the network environment.

 

Aggregated SubscriberS

 

            A GSS model to consolidate multiple individual subscribers at a switch point such as a node or an access unit while maintaining the data for each subscriber as to source, destination, and other individual statistics.  This model provides for many types of subscribers and scenario specific or stochastic representation of their call statistics.

 

SENSOR MODELS

 

            PSI has built a variety of sensor models including radars.  These can be airborne or ground based and can incorporate track management logic.  Central to these sensor models is PSI's Fast Line-of-Sight (LOS) system which uses detailed digitized terrain databases.  The Fast LOS system supports real-time simulations where many thousand LOS determinations are performed every minute.  This allows modeling of many sensors networked together, seeing thousands of objects.

 

HOST PLATFORMS (GROUND, SURFACE, AIRCRAFT & SATELLITE VEHICLES)

 

            A variety of vehicle platform models has been developed to be used in dynamic simulations containing hundreds of aircraft and ground vehicles.  These vehicles can include "smart" controllers that make turns and follow road networks or flight patterns that change as the simulation unfolds.  Built-in decision processes are used to guide these vehicles and set directions that depend on the sequence of simulation events as they occur.  Platform models support full 6-degrees of freedom in their motion, which is required for simulation of tactical communications dynamics.

 


SENSOR MODELS

 

C4ISR simulations and modeling requires good sensor models.  Sensor models available in GSS include Unmanned Ground Sensors (UGS) model, SIGINT UAV Sensor models, SIGINT Model Suite, Sensor Coverage analysis model, Sensor Interface and Management models, Sensor Communications models including power consumption, Sensor Placement Optimization models, Two-Tier Sensor Fusion, and Graphics Spot Reporting and Alerting models.  Models for different types of sensor modalities and capabilities can be rapidly built with GSS.

 

WEAPONS/THREAT MODELS

 

Examples of GSS models in this category include Opposition Ground Emitter models, Radar models, Jamming models, Missile models including Pedistal Mounted Stinger Missile, and Smart Bomb model for Small Bombs.  GSS model hierarchies provide mechanisms that promote easy reuse and extension of existing models such as those for weapons and threats.

                       

 

C2 & Executive Models

 

Realistic simulations of complex military scenarios require models for the Command and Control (C2) processes and executive models higher-level players/actors.  PSI has a number of models of C2 processes, and models for Weapons Control, and models of Subscribers.

 

DYNAMIC SCENARIO MODELS

 

Most military operations involve a large variety of moving and static platforms assigned to different missions employed over one or more geographic areas.  Scenario development can be a complex, time-consuming processing.  PSI has evolved GSS models to support interactive creation (and execution) of large, complex scenarios involving hundreds and thousands of platforms.  GSS scenario development models simplify placement of ground platforms, and creation of movement paths and assignment of platforms to these paths.  “Deployed” platforms can then be “equipped” with radios, jammers, etc..  Communications relays can be deployed as needed.   Dynamic motion of platforms supports 6-degrees of freedom, which is important for testing tactical communications links of airborne platform.

 

PROTOCOL MODELS

 

A growing collection of GSS-based protocol models is available.  Examples of protocols included in this model collection are: TCP/IP, UDP, Service Location Protocol (SLP), Link-16, MIL-STD 188-220A, MIL-STD 188-184, Joint Range Extension (MIL-STD 3011), CLNP, SNMP, FTAM, Robust Transmission Protocol.  Many other protocol models are available.

 

VISUALIZATION MODELS

 

Visualization can be a vital capability for understanding model validity, and for comprehension of complex simulations.  The Run-Time Graphics (RTG) capabilities supported by GSS and associated models support a wide range of powerful visualization abilities.  Examples of enhanced visualization capabilities include 2D, 3D and Whole Earth models, Terrain and Terrain Contour visualization models, Dynamic platform motion models, Satellite visualization models, dynamic RF and network connectivity visualization, RF coverage/footprint models, dynamic entity state visualization.  Furthermore, GSS/RTG visualization supports the unique ability to dynamically interact and modify models in a running simulation!

 

SIMULATION INTERFACE MODELS

 

Getting data into and from models and running simulations is extremely important.  GSS provides a wide range of inputs and outputs.  Examples of inputs include XML, TCP/IP, Shared Memory, System Clock, GIS Data, ARC Shape Data,  NGA (NIMA) terrain data, GUI panels and various file formats.  Examples of output capabilities include XML, HTML, TCP/IP, PowerPoint, Excel, PNG Images, ARC Shape data, Shared Memory, GUI panels and a variety of file type.  In support of distributed simulations, capabilities include HLA, DIS, TCP/IP, SLP and SNMP.

 

 

 

 

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