Controlling a Fleet of Unmanned Aerial Vehicles to Collect Uncertain Information in a Threat Environment
Published Online:11 Apr 2017https://doi.org/10.1287/opre.2017.1590
References
- (1987) Search Problems (John Wiley & Sons, New York).Google Scholar
- (2006) Robust decentralized task assignment for cooperative UAVs. 2006 AIAA Guidance, Navigation, and Control Conf. Exhibit (AIAA, Reston, VA).Crossref, Google Scholar
- (2010) An investigation into mathematical programming for finite horizon decentralized POMDPs. J. Artificial Intelligence Res. 37(1):329–396.Crossref, Google Scholar
- ASP (2012) The US and its UAVs: A cost-benefit analysis. Accessed March 1, 2015, http://www.americansecurityproject.org/.Google Scholar
- (1985) Optimal sequential search: A Bayesian approach. Ann. Statist. 13(3):1213–1221.Crossref, Google Scholar
- (1987) Continuous and discrete search for one of many objects. Oper. Res. Lett. 6(5):205–209.Crossref, Google Scholar
- (2002) The complexity of decentralized control of Markov decision processes. Math. Oper. Res. 27(4):819–840.Link, Google Scholar
- (2004) Three “D” missions–dull, dirty and dangerous. Armada Internat. 28(1):10–12.Google Scholar
- (1996) The team orienteering problem. Eur. J. Oper. Res. 88(3):464–474.Crossref, Google Scholar
- (1968) A formal basis for the heuristic determination of minimum cost paths. Systems Sci. Cybernetics, IEEE Trans. 4(2):100–107.Crossref, Google Scholar
- (2013) The vulnerability of UAVs to cyber attacks—An approach to the risk assessment. 2013 5th Internat. Conf. Cyber Conflict, CyCon ’13 (IEEE, Piscataway, NJ), 1–23.Google Scholar
- IBM (2014) CPLEX optimizer. Accessed August 10, 2014, http://www-01.ibm.com/software/commerce/optimization/cplex-optimizer/.Google Scholar
- JAPCC (2014) Remotely piloted aircraft systems in contested environments. Accessed March 1, 2015, http://www.japcc.org/.Google Scholar
- (1968) Discrete search and the Neyman-Pearson lemma. J. Math. Anal. Appl. 22(1):156–171.Crossref, Google Scholar
- (1971) Optimal whereabouts search. Oper. Res. 19(4):894–904.Link, Google Scholar
- (1980) Search and Screening: General Principles with Historical Applications (Pergamon Press, Amsterdam).Google Scholar
- (2008) Aerial search optimization model (ASOM) for UAVs in special operations. Military Oper. Res. 13(1):23–33.Crossref, Google Scholar
- (2010) Cross-Entropy Method (John Wiley & Sons, Hoboken, NJ).Google Scholar
- (2012) Simultaneous sensor selection and routing of unmanned aerial vehicles for complex mission plans. Comput. Oper. Res. 39(11):2787–2799.Crossref, Google Scholar
- (2010) An extensible modeling framework for dynamic reassignment and rerouting in cooperative airborne operations. Naval Res. Logist. 57(7):634–652.Crossref, Google Scholar
- (2003) Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings. Proc. 18th Internat. Joint Conf. Artificial Intelligence, IJCAI ’03 (Morgan Kaufmann Publishers, San Francisco), 705–711.Google Scholar
- (2007) Information fusion for wireless sensor networks: Methods, models, and classifications. ACM Comput. Surveys 39(3):1–55..Crossref, Google Scholar
- (2008a) The cross-entropy method for policy search in decentralized POMDPs. Informatica 32(4):341–357.Google Scholar
- (2008b) Optimal and approximate Q-value functions for decentralized POMDPs. J. Artificial Intelligence Res. 32(1):289–353.Crossref, Google Scholar
- (2013) Generalized orienteering problem with resource dependent rewards. Naval Res. Logist. 60(4):294–312.Crossref, Google Scholar
- (2007) Approximate Dynamic Programming: Solving the Curses of Dimensionality (John Wiley & Sons, Hoboken, NJ).Crossref, Google Scholar
- (2007) A resource allocation algorithm for multivehicle systems with nonholonomic constraints. Automation Sci. Engrg., IEEE Trans. 4(1):98–104.Crossref, Google Scholar
- (2006) Optimization of air vehicles operations using mixed-integer linear programming. J. Oper. Res. Soc. 58(4):516–527.Crossref, Google Scholar
- (2008) Formal models and algorithms for decentralized decision making under uncertainty. Autonomous Agents and Multi-Agent Systems 17(2):190–250.Crossref, Google Scholar
- (2009) Insurgents hack U.S. drones. Accessed March 1, 2015, http://www.wsj.com/articles/SB126102247889095011.Google Scholar
- (1975) Theory of Optimal Search (Academic Press, New York).Google Scholar
- (2006) Point-based dynamic programming for DEC-POMDPs. Proc. 21st National Conf. Artificial Intelligence, AAAI ’06 (AAAI Press, Palo Alto, CA), vol. 2, 1233–1238.Google Scholar
- (2005) MAA*: A heuristic search algorithm for solving decentralized POMDPs. Proc. 21st Conf. Uncertainty in Artificial Intelligence, UAI ’05 (AUAI Press, Corvallis, OR), 576–583.Google Scholar
- (1968) An optimal strategy for a whereabouts search. Oper. Res. 16(1):209–211.Link, Google Scholar
- (2011) Collaborative sensor fusion and management for multiple UAVs. 2011 AIAA Infotech@Aerospace Conf. (AIAA, Reston, VA).Crossref, Google Scholar
- (2007) Fusion of support vector machines for classification of multisensor data. Geoscience and Remote Sensing, IEEE Trans. 45(12):3858–3866.Crossref, Google Scholar
- (2010) The vulnerabilities of unmanned aircraft system common data links to electronic attack. Master’s thesis, Weber State University.Google Scholar
- (2006) Scalable and reliable data delivery in mobile ad hoc sensor networks. Nakashima H, Wellman MP, Weiss G, Stone P, eds. Proc. Fifth Internat. Joint Conf. Autonomous Agents and Multiagent Systems, AAMAS ’06 (ACM, New York), 1071–1078.Crossref, Google Scholar

