On distributed constrained formation control in operator–vehicle adversarial networks

We consider an operator–vehicle network where each vehicle is remotely maneuvered by an operator. The objective of the operators is to steer the vehicles to the desired formation subject to the given state and input constraints. Each operator–vehicle pair is attacked by an adversary who is able to m...

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Veröffentlicht in:	Automatica (Oxford) Jg. 49; H. 12; S. 3571 - 3582
Hauptverfasser:	Zhu, Minghui, Martínez, Sonia
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Kidlington Elsevier Ltd 01.12.2013 Elsevier
Schlagworte:	Algorithms Applied sciences Asymptotic properties Commands Computer science; control theory; systems Computer systems and distributed systems. User interface Constraints Control theory. Systems Distributed control Exact sciences and technology Memory and file management (including protection and security) Memory organisation. Data processing Multi-agent systems Networks Operators Resilience Resilient control Robotics Software Vehicles Distributed control Resilient control Multi-agent systems Motor car Local network Constrained optimization Resilience Model predictive control Control constraint Multiagent system Distributed algorithm Cryptanalysis Asymptotic approximation Replay attack Denial of service Open ended horizon Formation Computer security State constraint
ISSN:	0005-1098, 1873-2836
Online-Zugang:	Volltext
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Abstract	We consider an operator–vehicle network where each vehicle is remotely maneuvered by an operator. The objective of the operators is to steer the vehicles to the desired formation subject to the given state and input constraints. Each operator–vehicle pair is attacked by an adversary who is able to maliciously replay the control commands sent from the operator. To play against attackers, we come up with a novel distributed resilient algorithm based on the receding-horizon control methodology, and show that the algorithm is able to allow vehicles, on the one hand, satisfy state and input constraints, and on the other hand, asymptotically achieve the desired formation despite replay attacks. With slight modifications, our proposed algorithm shows an analogous resilience to denial-of-service attacks.
AbstractList	We consider an operator-vehicle network where each vehicle is remotely maneuvered by an operator. The objective of the operators is to steer the vehicles to the desired formation subject to the given state and input constraints. Each operator-vehicle pair is attacked by an adversary who is able to maliciously replay the control commands sent from the operator. To play against attackers, we come up with a novel distributed resilient algorithm based on the receding-horizon control methodology, and show that the algorithm is able to allow vehicles, on the one hand, satisfy state and input constraints, and on the other hand, asymptotically achieve the desired formation despite replay attacks. With slight modifications, our proposed algorithm shows an analogous resilience to denial-of-service attacks.
Author	Martínez, Sonia Zhu, Minghui
Author_xml	– sequence: 1 givenname: Minghui surname: Zhu fullname: Zhu, Minghui email: muz16@psu.edu organization: Department of Electrical Engineering, Pennsylvania State University, 201 Old Main, University Park, PA, 16802, USA – sequence: 2 givenname: Sonia surname: Martínez fullname: Martínez, Sonia email: soniamd@ucsd.edu organization: Department of Mechanical and Aerospace Engineering, University of California, San Diego, 9500 Gilman Dr, La Jolla, CA, 92093-0411, USA
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Cites_doi	10.1016/j.automatica.2009.10.021 10.1109/ALLERTON.2009.5394956 10.1109/JSAC.2008.080928 10.1109/ACC.2010.5530755 10.1080/00207170500533288 10.1016/j.automatica.2005.12.008 10.3182/20080706-5-KR-1001.00259 10.1016/j.automatica.2006.02.010 10.1016/j.automatica.2011.08.038 10.1109/CDC.2010.5717917 10.1016/S0005-1098(99)00214-9 10.1109/CDC.2010.5718158 10.1016/j.automatica.2006.07.008 10.1016/S0005-1098(01)00174-1 10.1109/CDC.2011.6161327 10.3182/20110828-6-IT-1002.02862 10.1109/TAC.2007.904277 10.1109/TAC.2009.2031208 10.1109/IECON.2012.6389386 10.1109/ACC.2011.5991188 10.1109/CDC.2010.5717544 10.1109/TAC.2008.929401 10.1109/SmartGridComm.2011.6102368 10.1109/TAC.2010.2088690 10.1109/TAC.2011.2158130 10.1145/2185505.2185515 10.1109/CDC.2010.5717318 10.1016/j.automatica.2012.09.007
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Keywords	Distributed control Resilient control Multi-agent systems Motor car Local network Constrained optimization Resilience Model predictive control Control constraint Multiagent system Distributed algorithm Cryptanalysis Asymptotic approximation Replay attack Denial of service Open ended horizon Formation Computer security State constraint
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References	Teixeira, A., Perez, D., Sandberg, H., & Johansson, K.H. (2012). Attack models and scenarios for networked control systems. In Mo, Y., & Sinopoli, B. (2009). Secure control against replay attacks. In Pasqualetti, F., Carli, R., & Bullo, F. (2011). A distributed method for state estimation and false data detection in power networks. In Gupta, A., Langbort, C., & Basar, T. (2010). Optimal control in the presence of an intelligent jammer with limited actions. In Sundaram, Hadjicostis (br000160) 2011; 56 Alpcan, Basar (br000005) 2011 (pp. 4063–4068) June. Mo, Kim, Brancik, Dickinson, Heejo, Perrig (br000130) 2012; 100 Amin, S., Litrico, X., Sastry, S.S., & Bayen, A.M. (2010). Stealthy deception attacks on water SCADA systems. In Cummings, Bruni, Mercier, Mitchell (br000055) 2007; 1 Gupta, V., Sinopoli, B., Adlakha, S., & Goldsmith, A. (2006). Receding horizon networked control. In Bhattacharya, S., & Basar, T. (2010a). Game-theoretic analysis of an aerial jamming attack on a UAV communication network. In Jiang, T., Matei, I., & Baras, J.S. (2010). A trust based distributed Kalman filtering approach for mode estimation in power systems. In Bertsekas (br000035) 2009 Dunbar, Murray (br000065) 2006; 42 (pp. 1516–1521). Seoul, Korea, July. Tabuada (br000165) 2007; 52 Teal Group Corporation. (pp. 6624–6629). Orlando, FL, USA, December. (pp. 3553–3558). Montreal, Canada, June. Befekadu, G. K., Gupta, V., & Antsaklis, P. J. (2011). Risk-sensitive control under a class of denial-of-service attack models. In . (pp. 55–64). Zhu, M., & Martínez, S. (2011b). Stackelberg game analysis of correlated attacks in cyber-physical system. In Pang, Z.H., Liu, G.P., & Dong, Z. (2011). Secure networked control systems under denial of service attacks. In Pasqualetti, Bicchi, Bullo (br000150) 2012; 57 Camacho, Bordons (br000050) 2004 Magni, Scattolini (br000115) 2006; 42 (pp. 818–823). Baltimore, USA, June. Kobayashi, K., & Hiraishi, K. (2012). Self-triggered model predictive control with delay compensation for networked control systems. In Zhu, Martínez (br000190) 2010; 46 Zhu, M., & Martínez, S. (2011a). Attack-resilient distributed formation control via online adaptation. In (pp. 1096–1101). Atlanta, USA, December. Falliere, N., Murchu, L.O., & Chien, E. (2011). W32.stuxnet dossier. In Liu, Mu, Rees, Chai (br000110) 2006; 79 (pp. 8908–8913). Bertsekas, Tsitsiklis (br000030) 1997 (pp. 5991–5998). Atlanta, USA, December. Ferrari-Trecate, Galbusera, Marciandi, Scattolini (br000075) 2009; 54 Mu noz de la Peña, Christofides (br000140) 2008; 53 (pp. 469–474) October. Zaloga, J.S., Rockwell, D., & Finnegan, P. (2008). Amin, Schwartz, Sastry (br000015) 2013; 49 Ding (br000060) 2011; 47 Keviczky, Borrelli, Balas (br000095) 2006; 42 Zhu, M., & Martínez, S. (2012). On distributed resilient consensus against replay attacks in adversarial networks. In Bhattacharya, S., & Basar, T. (2010b). Graph-theoretic approach for connectivity maintenance in mobile networks in the presence of a jammer. In (pp. 643–648). San Francisco, USA, June. Teixeira, A., Amin, S., Sandberg, H., Johansson, K.H., & Sastry, S.S. (2010). Cyber security analysis of state estimators in electric power systems. In Stockholm, Sweden, April. (pp. 3200–3205). Keviczky, T., & Johansson, K.H. (2008). A study on distributed model predictive consensus. In Theodorakopoulos, Baras (br000180) 2008; 7 Bemporad, Morari, Dua, Pistikopoulos (br000025) 2002; 38 Mayne, Rawlings, Rao, Scokaert (br000120) 2000; 36 (pp. 3560–3565). Atlanta, USA, December. Illinois, USA, September. (pp. 5967–5972). Atlanta, USA, December. (pp. 161–170) Stockholm, Sweden. Mo, Y., Garone, E., Casavola, A., & Sinopoli, B. (2010). False data injection attacks against state estimation in wireless sensor networks. In Bemporad (10.1016/j.automatica.2013.09.031_br000025) 2002; 38 Theodorakopoulos (10.1016/j.automatica.2013.09.031_br000180) 2008; 7 10.1016/j.automatica.2013.09.031_br000125 10.1016/j.automatica.2013.09.031_br000205 10.1016/j.automatica.2013.09.031_br000105 10.1016/j.automatica.2013.09.031_br000045 10.1016/j.automatica.2013.09.031_br000100 Ferrari-Trecate (10.1016/j.automatica.2013.09.031_br000075) 2009; 54 10.1016/j.automatica.2013.09.031_br000145 10.1016/j.automatica.2013.09.031_br000200 Tabuada (10.1016/j.automatica.2013.09.031_br000165) 2007; 52 Camacho (10.1016/j.automatica.2013.09.031_br000050) 2004 Cummings (10.1016/j.automatica.2013.09.031_br000055) 2007; 1 Magni (10.1016/j.automatica.2013.09.031_br000115) 2006; 42 Sundaram (10.1016/j.automatica.2013.09.031_br000160) 2011; 56 Mu noz de la Peña (10.1016/j.automatica.2013.09.031_br000140) 2008; 53 10.1016/j.automatica.2013.09.031_br000085 Bertsekas (10.1016/j.automatica.2013.09.031_br000030) 1997 10.1016/j.automatica.2013.09.031_br000040 Mayne (10.1016/j.automatica.2013.09.031_br000120) 2000; 36 Alpcan (10.1016/j.automatica.2013.09.031_br000005) 2011 10.1016/j.automatica.2013.09.031_br000020 10.1016/j.automatica.2013.09.031_br000185 10.1016/j.automatica.2013.09.031_br000080 Keviczky (10.1016/j.automatica.2013.09.031_br000095) 2006; 42 Liu (10.1016/j.automatica.2013.09.031_br000110) 2006; 79 10.1016/j.automatica.2013.09.031_br000155 Bertsekas (10.1016/j.automatica.2013.09.031_br000035) 2009 10.1016/j.automatica.2013.09.031_br000135 Zhu (10.1016/j.automatica.2013.09.031_br000190) 2010; 46 10.1016/j.automatica.2013.09.031_br000090 Pasqualetti (10.1016/j.automatica.2013.09.031_br000150) 2012; 57 Amin (10.1016/j.automatica.2013.09.031_br000015) 2013; 49 Ding (10.1016/j.automatica.2013.09.031_br000060) 2011; 47 Dunbar (10.1016/j.automatica.2013.09.031_br000065) 2006; 42 10.1016/j.automatica.2013.09.031_br000195 10.1016/j.automatica.2013.09.031_br000010 10.1016/j.automatica.2013.09.031_br000175 10.1016/j.automatica.2013.09.031_br000070 Mo (10.1016/j.automatica.2013.09.031_br000130) 2012; 100 10.1016/j.automatica.2013.09.031_br000170
References_xml	– year: 2009 ident: br000035 article-title: Convex optimization theory – reference: Teixeira, A., Amin, S., Sandberg, H., Johansson, K.H., & Sastry, S.S. (2010). Cyber security analysis of state estimators in electric power systems. In – reference: (pp. 818–823). Baltimore, USA, June. – reference: Mo, Y., Garone, E., Casavola, A., & Sinopoli, B. (2010). False data injection attacks against state estimation in wireless sensor networks. In – reference: (pp. 3200–3205). – volume: 38 start-page: 3 year: 2002 end-page: 20 ident: br000025 article-title: The explicit linear quadratic regulator for constrained systems publication-title: Automatica – reference: Kobayashi, K., & Hiraishi, K. (2012). Self-triggered model predictive control with delay compensation for networked control systems. In – reference: (pp. 3560–3565). Atlanta, USA, December. – reference: , Stockholm, Sweden, April. – reference: (pp. 5991–5998). Atlanta, USA, December. – reference: (pp. 8908–8913). – year: 2004 ident: br000050 article-title: Model predictive control – reference: Amin, S., Litrico, X., Sastry, S.S., & Bayen, A.M. (2010). Stealthy deception attacks on water SCADA systems. In – reference: Gupta, A., Langbort, C., & Basar, T. (2010). Optimal control in the presence of an intelligent jammer with limited actions. In – volume: 100 start-page: 215 year: 2012 ident: br000130 article-title: Cyber-physical security of a smart grid infrastructure publication-title: Proceedings of the IEEE – reference: (pp. 5967–5972). Atlanta, USA, December. – year: 2011 ident: br000005 article-title: Network security: a decision and game theoretic approach – reference: Mo, Y., & Sinopoli, B. (2009). Secure control against replay attacks. In – reference: Bhattacharya, S., & Basar, T. (2010a). Game-theoretic analysis of an aerial jamming attack on a UAV communication network. In – reference: Teixeira, A., Perez, D., Sandberg, H., & Johansson, K.H. (2012). Attack models and scenarios for networked control systems. In – reference: (pp. 3553–3558). Montreal, Canada, June. – reference: (pp. 1096–1101). Atlanta, USA, December. – volume: 49 start-page: 186 year: 2013 end-page: 192 ident: br000015 article-title: Security of interdependent and identical networked control systems publication-title: Automatica – volume: 42 start-page: 549 year: 2006 end-page: 558 ident: br000065 article-title: Distributed receding horizon control for multi-vehicle formation stabilization publication-title: Automatica – volume: 56 start-page: 1731 year: 2011 end-page: 1742 ident: br000160 article-title: Distributed function calculation via linear iterative strategies in the presence of malicious agents publication-title: IEEE Transactions on Automatic Control – reference: (pp. 55–64). – year: 1997 ident: br000030 article-title: Parallel and distributed computation: numerical methods – volume: 36 start-page: 789 year: 2000 end-page: 814 ident: br000120 article-title: Constrained model predictive control: stability and optimality publication-title: Automatica – volume: 46 start-page: 322 year: 2010 end-page: 329 ident: br000190 article-title: Discrete-time dynamic average consensus publication-title: Automatica – volume: 54 start-page: 2560 year: 2009 end-page: 2572 ident: br000075 article-title: Model predictive control schemes for consensus in multi-agent systems with single- and double- integrator dynamics publication-title: IEEE Transactions on Automatic Control – reference: (pp. 643–648). San Francisco, USA, June. – reference: , Illinois, USA, September. – volume: 53 start-page: 2076 year: 2008 end-page: 2089 ident: br000140 article-title: Lyapunov-based model predictive control of nonlinear systems subject to data losses publication-title: IEEE Transactions on Automatic Control – reference: Zhu, M., & Martínez, S. (2012). On distributed resilient consensus against replay attacks in adversarial networks. In – reference: . Illinois, USA, September. – reference: (pp. 4063–4068) June. – reference: Falliere, N., Murchu, L.O., & Chien, E. (2011). W32.stuxnet dossier. In – volume: 47 start-page: 2526 year: 2011 end-page: 2533 ident: br000060 article-title: Stabilization of linear systems over networks with bounded packet loss and its use in model predictive control publication-title: Automatica – reference: Pang, Z.H., Liu, G.P., & Dong, Z. (2011). Secure networked control systems under denial of service attacks. In – reference: Zaloga, J.S., Rockwell, D., & Finnegan, P. (2008). – volume: 57 start-page: 90 year: 2012 end-page: 104 ident: br000150 article-title: Consensus computation in unreliable networks: a system theoretic approach publication-title: IEEE Transactions on Automatic Control – reference: Keviczky, T., & Johansson, K.H. (2008). A study on distributed model predictive consensus. In – reference: (pp. 6624–6629). Orlando, FL, USA, December. – reference: Gupta, V., Sinopoli, B., Adlakha, S., & Goldsmith, A. (2006). Receding horizon networked control. In – reference: (pp. 161–170) Stockholm, Sweden. – reference: Zhu, M., & Martínez, S. (2011b). Stackelberg game analysis of correlated attacks in cyber-physical system. In – reference: Zhu, M., & Martínez, S. (2011a). Attack-resilient distributed formation control via online adaptation. In – reference: Jiang, T., Matei, I., & Baras, J.S. (2010). A trust based distributed Kalman filtering approach for mode estimation in power systems. In – reference: Pasqualetti, F., Carli, R., & Bullo, F. (2011). A distributed method for state estimation and false data detection in power networks. In – volume: 79 start-page: 288 year: 2006 end-page: 297 ident: br000110 article-title: Design and stability analysis of networked control systems with random communication time delay using the modified MPC publication-title: International Journal of Control – volume: 7 start-page: 1317 year: 2008 end-page: 1327 ident: br000180 article-title: Game theoretic modeling of malicious users in collaborative networks publication-title: IEEE Journal on Selected Areas in Communications – reference: . – reference: Befekadu, G. K., Gupta, V., & Antsaklis, P. J. (2011). Risk-sensitive control under a class of denial-of-service attack models. In – volume: 1 year: 2007 ident: br000055 article-title: Automation arquitecture for single operator, multiple UAV command and control publication-title: International Journal of Command and Control – volume: 52 start-page: 1680 year: 2007 end-page: 1685 ident: br000165 article-title: Event-triggered real-time scheduling of stabilizing control tasks publication-title: IEEE Transactions on Automatic Control – reference: . Teal Group Corporation. – reference: (pp. 469–474) October. – reference: Bhattacharya, S., & Basar, T. (2010b). Graph-theoretic approach for connectivity maintenance in mobile networks in the presence of a jammer. In – volume: 42 start-page: 2105 year: 2006 end-page: 2115 ident: br000095 article-title: Decentralized receding horizon control for large scale dynamically decoupled systems publication-title: Automatica – volume: 42 start-page: 1231 year: 2006 end-page: 1236 ident: br000115 article-title: Stabilizing decentralized model predictive control of nonlinear systems publication-title: Automatica – reference: (pp. 1516–1521). Seoul, Korea, July. – year: 2004 ident: 10.1016/j.automatica.2013.09.031_br000050 – volume: 46 start-page: 322 issue: 2 year: 2010 ident: 10.1016/j.automatica.2013.09.031_br000190 article-title: Discrete-time dynamic average consensus publication-title: Automatica doi: 10.1016/j.automatica.2009.10.021 – ident: 10.1016/j.automatica.2013.09.031_br000135 doi: 10.1109/ALLERTON.2009.5394956 – volume: 7 start-page: 1317 year: 2008 ident: 10.1016/j.automatica.2013.09.031_br000180 article-title: Game theoretic modeling of malicious users in collaborative networks publication-title: IEEE Journal on Selected Areas in Communications doi: 10.1109/JSAC.2008.080928 – ident: 10.1016/j.automatica.2013.09.031_br000040 doi: 10.1109/ACC.2010.5530755 – ident: 10.1016/j.automatica.2013.09.031_br000010 – volume: 100 start-page: 215 issue: 195–209 year: 2012 ident: 10.1016/j.automatica.2013.09.031_br000130 article-title: Cyber-physical security of a smart grid infrastructure publication-title: Proceedings of the IEEE – volume: 79 start-page: 288 issue: 4 year: 2006 ident: 10.1016/j.automatica.2013.09.031_br000110 article-title: Design and stability analysis of networked control systems with random communication time delay using the modified MPC publication-title: International Journal of Control doi: 10.1080/00207170500533288 – volume: 42 start-page: 549 issue: 4 year: 2006 ident: 10.1016/j.automatica.2013.09.031_br000065 article-title: Distributed receding horizon control for multi-vehicle formation stabilization publication-title: Automatica doi: 10.1016/j.automatica.2005.12.008 – ident: 10.1016/j.automatica.2013.09.031_br000100 doi: 10.3182/20080706-5-KR-1001.00259 – volume: 42 start-page: 1231 issue: 7 year: 2006 ident: 10.1016/j.automatica.2013.09.031_br000115 article-title: Stabilizing decentralized model predictive control of nonlinear systems publication-title: Automatica doi: 10.1016/j.automatica.2006.02.010 – volume: 47 start-page: 2526 issue: 9 year: 2011 ident: 10.1016/j.automatica.2013.09.031_br000060 article-title: Stabilization of linear systems over networks with bounded packet loss and its use in model predictive control publication-title: Automatica doi: 10.1016/j.automatica.2011.08.038 – ident: 10.1016/j.automatica.2013.09.031_br000045 doi: 10.1109/CDC.2010.5717917 – volume: 36 start-page: 789 year: 2000 ident: 10.1016/j.automatica.2013.09.031_br000120 article-title: Constrained model predictive control: stability and optimality publication-title: Automatica doi: 10.1016/S0005-1098(99)00214-9 – ident: 10.1016/j.automatica.2013.09.031_br000125 doi: 10.1109/CDC.2010.5718158 – ident: 10.1016/j.automatica.2013.09.031_br000085 – volume: 42 start-page: 2105 issue: 12 year: 2006 ident: 10.1016/j.automatica.2013.09.031_br000095 article-title: Decentralized receding horizon control for large scale dynamically decoupled systems publication-title: Automatica doi: 10.1016/j.automatica.2006.07.008 – year: 2011 ident: 10.1016/j.automatica.2013.09.031_br000005 – volume: 38 start-page: 3 year: 2002 ident: 10.1016/j.automatica.2013.09.031_br000025 article-title: The explicit linear quadratic regulator for constrained systems publication-title: Automatica doi: 10.1016/S0005-1098(01)00174-1 – ident: 10.1016/j.automatica.2013.09.031_br000195 doi: 10.1109/CDC.2011.6161327 – ident: 10.1016/j.automatica.2013.09.031_br000145 doi: 10.3182/20110828-6-IT-1002.02862 – ident: 10.1016/j.automatica.2013.09.031_br000185 – year: 1997 ident: 10.1016/j.automatica.2013.09.031_br000030 – volume: 52 start-page: 1680 issue: 9 year: 2007 ident: 10.1016/j.automatica.2013.09.031_br000165 article-title: Event-triggered real-time scheduling of stabilizing control tasks publication-title: IEEE Transactions on Automatic Control doi: 10.1109/TAC.2007.904277 – volume: 54 start-page: 2560 issue: 11 year: 2009 ident: 10.1016/j.automatica.2013.09.031_br000075 article-title: Model predictive control schemes for consensus in multi-agent systems with single- and double- integrator dynamics publication-title: IEEE Transactions on Automatic Control doi: 10.1109/TAC.2009.2031208 – ident: 10.1016/j.automatica.2013.09.031_br000105 doi: 10.1109/IECON.2012.6389386 – ident: 10.1016/j.automatica.2013.09.031_br000200 – ident: 10.1016/j.automatica.2013.09.031_br000020 doi: 10.1109/ACC.2011.5991188 – ident: 10.1016/j.automatica.2013.09.031_br000070 – ident: 10.1016/j.automatica.2013.09.031_br000080 doi: 10.1109/CDC.2010.5717544 – year: 2009 ident: 10.1016/j.automatica.2013.09.031_br000035 – volume: 53 start-page: 2076 issue: 9 year: 2008 ident: 10.1016/j.automatica.2013.09.031_br000140 article-title: Lyapunov-based model predictive control of nonlinear systems subject to data losses publication-title: IEEE Transactions on Automatic Control doi: 10.1109/TAC.2008.929401 – ident: 10.1016/j.automatica.2013.09.031_br000090 – ident: 10.1016/j.automatica.2013.09.031_br000155 doi: 10.1109/SmartGridComm.2011.6102368 – ident: 10.1016/j.automatica.2013.09.031_br000205 – volume: 1 issue: 2 year: 2007 ident: 10.1016/j.automatica.2013.09.031_br000055 article-title: Automation arquitecture for single operator, multiple UAV command and control publication-title: International Journal of Command and Control – volume: 56 start-page: 1731 issue: 7 year: 2011 ident: 10.1016/j.automatica.2013.09.031_br000160 article-title: Distributed function calculation via linear iterative strategies in the presence of malicious agents publication-title: IEEE Transactions on Automatic Control doi: 10.1109/TAC.2010.2088690 – volume: 57 start-page: 90 issue: 1 year: 2012 ident: 10.1016/j.automatica.2013.09.031_br000150 article-title: Consensus computation in unreliable networks: a system theoretic approach publication-title: IEEE Transactions on Automatic Control doi: 10.1109/TAC.2011.2158130 – ident: 10.1016/j.automatica.2013.09.031_br000175 doi: 10.1145/2185505.2185515 – ident: 10.1016/j.automatica.2013.09.031_br000170 doi: 10.1109/CDC.2010.5717318 – volume: 49 start-page: 186 issue: 1 year: 2013 ident: 10.1016/j.automatica.2013.09.031_br000015 article-title: Security of interdependent and identical networked control systems publication-title: Automatica doi: 10.1016/j.automatica.2012.09.007
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Snippet	We consider an operator–vehicle network where each vehicle is remotely maneuvered by an operator. The objective of the operators is to steer the vehicles to... We consider an operator-vehicle network where each vehicle is remotely maneuvered by an operator. The objective of the operators is to steer the vehicles to...
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SubjectTerms	Algorithms Applied sciences Asymptotic properties Commands Computer science; control theory; systems Computer systems and distributed systems. User interface Constraints Control theory. Systems Distributed control Exact sciences and technology Memory and file management (including protection and security) Memory organisation. Data processing Multi-agent systems Networks Operators Resilience Resilient control Robotics Software Vehicles
Title	On distributed constrained formation control in operator–vehicle adversarial networks
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