Abstract
The application of Dynamic Data Driven Application Systems (DDDAS) to the command and control of swarms of Unmanned Aerial Vehicles (UAVs) is being investigated. Swarm intelligent systems are not only efficient at solving group-level problems, but also decentralized, controllable by few simple parameters, making possible the command and control of UAV swarms by a single operator. Four separate but related projects are surveyed that explore the command and control of UAV swarms. Each project employs the DDDAS paradigm, entailing the ability of an executing application to incorporate dynamic data into the decision process, and conversely, to steer the measurement process via a central application system. By providing an overview of DDDAS approaches to UAV swarm mission scheduling, UAV swarm communication, UAV swarm formation planning, and flocking applications, general principles of UAV swarms and DDDAS architecture may be observed.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013 |
| Pages | 1467-1478 |
| Number of pages | 12 |
| DOIs | |
| State | Published - Dec 1 2013 |
| Externally published | Yes |
| Event | 2013 43rd Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013 - Washington, DC, United States Duration: Dec 8 2013 → Dec 11 2013 |
Other
| Other | 2013 43rd Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013 |
|---|---|
| Country | United States |
| City | Washington, DC |
| Period | 12/8/13 → 12/11/13 |
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ASJC Scopus subject areas
- Modeling and Simulation
Cite this
Investigations of DDDAS for command and control of UAV swarms with agent-based modeling. / McCune, Ryan; Purta, Rachael; Dobski, Mikolaj; Jaworski, Artur; Madey, Greg; Madey, Alexander; Wei, Yi; Blake, M. Brian.
Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013. 2013. p. 1467-1478 6721531.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Investigations of DDDAS for command and control of UAV swarms with agent-based modeling
AU - McCune, Ryan
AU - Purta, Rachael
AU - Dobski, Mikolaj
AU - Jaworski, Artur
AU - Madey, Greg
AU - Madey, Alexander
AU - Wei, Yi
AU - Blake, M. Brian
PY - 2013/12/1
Y1 - 2013/12/1
N2 - The application of Dynamic Data Driven Application Systems (DDDAS) to the command and control of swarms of Unmanned Aerial Vehicles (UAVs) is being investigated. Swarm intelligent systems are not only efficient at solving group-level problems, but also decentralized, controllable by few simple parameters, making possible the command and control of UAV swarms by a single operator. Four separate but related projects are surveyed that explore the command and control of UAV swarms. Each project employs the DDDAS paradigm, entailing the ability of an executing application to incorporate dynamic data into the decision process, and conversely, to steer the measurement process via a central application system. By providing an overview of DDDAS approaches to UAV swarm mission scheduling, UAV swarm communication, UAV swarm formation planning, and flocking applications, general principles of UAV swarms and DDDAS architecture may be observed.
AB - The application of Dynamic Data Driven Application Systems (DDDAS) to the command and control of swarms of Unmanned Aerial Vehicles (UAVs) is being investigated. Swarm intelligent systems are not only efficient at solving group-level problems, but also decentralized, controllable by few simple parameters, making possible the command and control of UAV swarms by a single operator. Four separate but related projects are surveyed that explore the command and control of UAV swarms. Each project employs the DDDAS paradigm, entailing the ability of an executing application to incorporate dynamic data into the decision process, and conversely, to steer the measurement process via a central application system. By providing an overview of DDDAS approaches to UAV swarm mission scheduling, UAV swarm communication, UAV swarm formation planning, and flocking applications, general principles of UAV swarms and DDDAS architecture may be observed.
UR - http://www.scopus.com/inward/record.url?scp=84894136518&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84894136518&partnerID=8YFLogxK
U2 - 10.1109/WSC.2013.6721531
DO - 10.1109/WSC.2013.6721531
M3 - Conference contribution
SN - 9781479939503
SP - 1467
EP - 1478
BT - Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013
ER -