Experimentation on C2 and IoT Technical Interoperability� in a Tactical Federated Environment��Paper ID 065�28th ICCRTS: Drivers of Future C2�Topic 6: C2 and Cyber Analytic Ecosystem��PoC: Marco Manso: marco@particle-summary.pt �Presenter: Frank T. Johnsen: Frank-Trethan.Johnsen@ffi.no
Marco Manso, Bárbara Guerra, Fernando Freire @ PARTICLE Summary Ltd. (PARTICLE), PORTUGAL
Niranjan Suri, Roberto Fronteddu, Edoardo Di Caro @ U.S. Army Research Laboratory (ARL) / Florida Institute for Human and Machine Cognition (IHMC), USA
Reinhard Claus, Daniel Ota @ Fraunhofer Institute for Communication, Information Processing and Ergonomics (FKIE), GERMANY
Frank T. Johnsen @ Norwegian Defence Research Establishment (FFI), NORWAY
Janusz Furtak, Pawel Glebocki @ Military University of Technology (MUT), POLAND
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Outline
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Background and Motivation
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Technology Stack | Experimentation campaign plan |
Hardware | Use COTS: IoT hardware, wearables, sensors, gateways |
Communications and Middleware | Use open standards and COTS: Wi-Fi, Ethernet, Bluetooth, MQTT |
Applications | Demonstration using existing C2 and IoT tools and systems |
Security | Provided a theoretical framework to demonstrate in experiments. |
This paper
This paper
Through IST-176, we address the challenges related to technical interoperability and investigate an approach to share and exploit IoT data in a federated network of military Information Communication Technology (ICT) systems.
Background
NATO Interoperability Definition:
“The ability for Allies to act together coherently, effectively and efficiently to achieve tactical, operational and strategic objectives”
NATO IST-176 Focus Areas
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Connecting the battlespace
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Connected Soldiers
IoT Connected Battlespace
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Scope of Work
(*) Setup Caveats: For practical reasons, brokers were connected over the Internet. Only simulated data and data from unclassified sensors were included.
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IST-176 Topic structure: MQTT topics used to filter content & convey meaningful information
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IST-176 Topic structure: functions to topics�
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Experiment setup
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PARTICLE AWARE
(Portugal)
FKIE SitaWare Frontline
(Germany)
FFI C2 Demonstrator (Norway)
Experiment Setup: Data Visualizers
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Run | Description |
Baseline | PRT: Eight soldiers, sending location information every two seconds. Germany: Three vehicles, sending location information every second, vehicle data (e.g., heading, ammo level, fuel level) every 30 seconds, and a photo (approximately 5KB) every minute. Norway: Eight soldiers, sending location information every two seconds. Poland: Warsaw bus transport data: 300 buses with location data transmitted every two minutes. USA: Twelve weather station towers, each with ten sensors. The towers generated approximately twelve messages per second. |
High Frequency | Setup as in the Baseline, except: USA: Twelve weather station towers each with ten sensors. The twelve towers generated about 500 messages per second. |
High Number of Tracks | Setup as in the Baseline, except: Poland: The number of buses increased from 300 to 4000. |
High Frequency and High Number of Tracks | Setup as in the Baseline, except: High Frequency and High Number of Tracks conditions combined. |
Experiment Setup: Runs
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Run | Description |
Baseline | PRT: Eight soldiers, sending location information every two seconds. Germany: Three vehicles, sending location information every second, vehicle data (e.g., heading, ammo level, fuel level) every 30 seconds, and a photo (approximately 5KB) every minute. Norway: Eight soldiers, sending location information every two seconds. Poland: Warsaw bus transport data: 300 buses with location data transmitted every two minutes. USA: Twelve weather station towers, each with ten sensors. The towers generated approximately twelve messages per second. |
High Frequency | Setup as in the Baseline, except: USA: Twelve weather station towers each with ten sensors. The twelve towers generated about 500 messages per second. |
High Number of Tracks | Setup as in the Baseline, except: Poland: The number of buses increased from 300 to 4000. |
High Frequency and High Number of Tracks | Setup as in the Baseline, except: High Frequency and High Number of Tracks conditions combined. |
Experiment Execution
Four experiment runs total:
GOAL: Establish reference measurements
GOAL: Frequent updates of sensor measurements
GOAL: Large number of assets being tracked
GOAL: Combine features of Runs 2 and 3
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2
3
4
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MoM.1: Percentage (%) of messages successfully delivered to all nations
MoP.1: Average delay (in ms) in delivering messages to all nations
MoM.2: Generation of consistent tactical picture across different solutions
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Experiment Setup: Evaluation Metrics
Measures of Merit (MoM) and Performance (MoP)
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Note that analysis was performed using a combination of tools provided by Fraunhofer FKIE (FKIE’s Analysis and Test Environment) & Particle.
Setup / Nation | Germany | Norway | Poland | Portugal | USA |
Baseline | 4198 | 2262 | 1800 | 2265 | 7784 |
High Frequency | 3885 | 2080 | 1500 | 2103 | 317404 |
High Number of Tracks | 4789 | 2481 | 8457 | 2481 | 8613 |
High Frequency and High Number of Tracks | 3858 | 2062 | 5610 | 2069 | 292127 |
Analysis of Results
Messages Generated During Runs
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Note: Aggregated results – see the paper for the full analysis results.
Analysis of Results
(MOM.1) Percentage (%) of messages successfully delivered to all nations
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Note: Aggregated results – see the paper for the full analysis results.
Analysis of Results
(MOP.1) Average delay (in seconds) in delivering messages to all nations
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Note: Aggregated results – see the paper for the full analysis results.
Analysis of Results
(MOP.1) Average delay (in seconds) in delivering messages to all nations
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Note: Aggregated results – see the paper for the full analysis results.
Analysis of Results
(MOM.2) Generation of consistent tactical picture across different solutions
PARTICLE AWARE
(Portugal)
FKIE SitaWare Frontline
(Germany)
FFI C2 Demonstrator (Norway)
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Conclusion
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Thank you for your attention!
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References
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