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Volumn 26, Issue 4, 2010, Pages 619-634

Evolutionary trajectory planner for multiple UAVs in realistic scenarios

Author keywords

Aerial robotics; multiobjective evolutionary algorithms (EAs); path planning for multiple mobile robot systems

Indexed keywords

AERIAL ROBOTICS; CO-EVOLUTION; COMPLEX MODEL; COMPUTATION TIME; FLIGHT MISSION; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; MULTIPLE CRITERIA; MULTIPLE MOBILE ROBOT SYSTEMS; MULTIPLE UAVS; OFFLINE; OPTIMAL SOLUTIONS; PATH PLANNERS; PATH-PLANNING; REALISTIC SCENARIO; SEARCH SPACES;

EID: 77955568016     PISSN: 15523098     EISSN: None     Source Type: Journal    
DOI: 10.1109/TRO.2010.2048610     Document Type: Article
Times cited : (195)

References (49)
  • 2
    • 45149129308 scopus 로고    scopus 로고
    • Network-centric systems for military operations in urban terrain: The role of UAVs
    • Jan.
    • T. Samad, J. S. Bay, and D. Godbole, "Network-centric systems for military operations in urban terrain: The role of UAVs," in Proc. IEEE, Jan. 2007, vol. 95, no. 1, pp. 92-107.
    • (2007) Proc. IEEE , vol.95 , Issue.1 , pp. 92-107
    • Samad, T.1    Bay, J.S.2    Godbole, D.3
  • 4
    • 57349142799 scopus 로고    scopus 로고
    • Threat netting for real-time, intelligent route planners
    • R. J. Szczerba, "Threat netting for real-time, intelligent route planners," in Proc. IEEE Symp. Inf., Decis. Control, 1999, pp. 377-382.
    • (1999) Proc. IEEE Symp. Inf., Decis. Control , pp. 377-382
    • Szczerba, R.J.1
  • 6
  • 7
    • 0036346483 scopus 로고    scopus 로고
    • Aircraft trajectory planning with collision avoidance using mixed-integer linear programming
    • A. Richards and J. P. How, "Aircraft trajectory planning with collision avoidance using mixed-integer linear programming," in Proc. Amer. Control Conf., 2002, pp. 1936-1941.
    • (2002) Proc. Amer. Control Conf. , pp. 1936-1941
    • Richards, A.1    How, J.P.2
  • 9
    • 0141961681 scopus 로고    scopus 로고
    • Consideration of obstacle danger level in path planning using A* and fastmarching optimisation: Comparative study
    • P. Melchior, B. Orsoni, O. Lavialle, A. Poty, and A. Oustaloup, "Consideration of obstacle danger level in path planning using A* and fastmarching optimisation: Comparative study," Signal Process., vol.83, no.11, pp. 2387-2396, 2003.
    • (2003) Signal Process , vol.83 , Issue.11 , pp. 2387-2396
    • Melchior, P.1    Orsoni, B.2    Lavialle, O.3    Poty, A.4    Oustaloup, A.5
  • 12
    • 70349172065 scopus 로고    scopus 로고
    • Flight path planning of UAV based on heuristically search and genetic algorithms
    • Nov.
    • Y. Qu, Q. Pan, and J. Yan, "Flight path planning of UAV based on heuristically search and genetic algorithms," in Proc. 31st Annu. Conf. IEEE Ind. Electron. Soc., Nov. 2005, p. 5.
    • (2005) Proc. 31st Annu. Conf. IEEE Ind. Electron. Soc. , pp. 5
    • Qu, Y.1    Pan, Q.2    Yan, J.3
  • 13
    • 3843144955 scopus 로고    scopus 로고
    • Dynamic optimization strategies for 3d conflict resolution of multiple aircraft
    • Jul.- Aug.
    • A. Raghunathan, V. Gopal, D. Subramanian, L. T. Biegler, and T. Samad, "Dynamic optimization strategies for 3d conflict resolution of multiple aircraft," AIAA J. Guid., Control Dyn., vol.27, no.4, pp. 586-594, Jul.- Aug. 2004.
    • (2004) AIAA J. Guid., Control Dyn , vol.27 , Issue.4 , pp. 586-594
    • Raghunathan, A.1    Gopal, V.2    Subramanian, D.3    Biegler, L.T.4    Samad, T.5
  • 14
    • 67650667603 scopus 로고    scopus 로고
    • Three-dimensional offline path planning for UAVs usingmultiobjective evolutionary algorithms
    • S. Mittal and K. Deb, "Three-dimensional offline path planning for UAVs usingmultiobjective evolutionary algorithms," in Proc. IEEE Congr. Evol. Comput., 2007, vol.7, pp. 3195-3202.
    • (2007) Proc. IEEE Congr. Evol. Comput. , vol.7 , pp. 3195-3202
    • Mittal, S.1    Deb, K.2
  • 16
    • 57349119407 scopus 로고    scopus 로고
    • 3-d path planning for the navigation of unmanned aerial vehicles by using evolutionary algorithms
    • I. Hasircioglu, H. R. Topcuoglu, and M. Ermis, "3-d path planning for the navigation of unmanned aerial vehicles by using evolutionary algorithms," in Proc. Genet. Evol. Comput. Conf., 2008, pp. 1499-1506.
    • (2008) Proc. Genet. Evol. Comput. Conf. , pp. 1499-1506
    • Hasircioglu, I.1    Topcuoglu, H.R.2    Ermis, M.3
  • 17
    • 46449136026 scopus 로고    scopus 로고
    • Vibrational genetic algorithm based path planner for autonomous UAV in spatial data based environments
    • Y. V. Pehlivanoglu, O. Baysal, and A. Hacioglu, "Vibrational genetic algorithm based path planner for autonomous UAV in spatial data based environments," in Proc. 3rd Int. Conf. Recent Adv. Space Technol., 2007, vol.7, pp. 573-578.
    • (2007) Proc. 3rd Int. Conf. Recent Adv. Space Technol. , vol.7 , pp. 573-578
    • Pehlivanoglu, Y.V.1    Baysal, O.2    Hacioglu, A.3
  • 18
    • 56649116707 scopus 로고    scopus 로고
    • Evolutionary algorithm based path planning for multiple UAV cooperation
    • Jan. Berlin, Germany: Springer-Verlag
    • I. K. Nikolos, N. C. Tsourveloudis, and K. P. Valavanis, "Evolutionary algorithm based path planning for multiple UAV cooperation," in Advances in Unmanned Aerial Vehicles. Berlin, Germany: Springer-Verlag, Jan. 2007, pp. 309-340.
    • (2007) Advances in Unmanned Aerial Vehicles , pp. 309-340
    • Nikolos, I.K.1    Tsourveloudis, N.C.2    Valavanis, K.P.3
  • 19
    • 77955581846 scopus 로고    scopus 로고
    • Path planning for cooperating unmanned vehicles over 3-d terrain
    • Jan.
    • I. K. Nikolos and N. C. Tsourvelouds, "Path planning for cooperating unmanned vehicles over 3-d terrain," Inf. Control, Autom. Robot., vol.24, pp. 153-168, Jan. 2009.
    • (2009) Inf. Control, Autom. Robot , vol.24 , pp. 153-168
    • Nikolos, I.K.1    Tsourvelouds, N.C.2
  • 20
    • 24144445887 scopus 로고    scopus 로고
    • Evolutionary route planner for unmanned air vehicles
    • Aug.
    • C. Zheng, L. Li, F. Xu, F. Sun, and M. Ding, "Evolutionary route planner for unmanned air vehicles," IEEE Trans. Robot., vol.21, no.4, pp. 609- 620, Aug. 2005.
    • (2005) IEEE Trans. Robot , vol.21 , Issue.4 , pp. 609-620
    • Zheng, C.1    Li, L.2    Xu, F.3    Sun, F.4    Ding, M.5
  • 21
    • 38049050324 scopus 로고    scopus 로고
    • Route planning for unmanned air vehicles with multiple missions using an evolutionary algorithm
    • R. Zhang, C. Zheng, and P.Yan, "Route planning for unmanned air vehicles with multiple missions using an evolutionary algorithm," in Proc. IEEE 3rd Int. Conf. Nat. Comput., 2007, pp. 1499-1506.
    • (2007) Proc. IEEE 3rd Int. Conf. Nat. Comput. , pp. 1499-1506
    • Zhang, R.1    Zheng, C.2    Yan, P.3
  • 25
    • 0002991782 scopus 로고    scopus 로고
    • Evolutionary computation and convergence to a pareto front
    • D. A. V. Veldhuizen and G. B. Lamont, "Evolutionary computation and convergence to a pareto front," in Proc. Genet. Program. Conf., 1998, pp. 221-228.
    • (1998) Proc. Genet. Program. Conf. , pp. 221-228
    • Veldhuizen, D.A.V.1    Lamont, G.B.2
  • 26
    • 0031701082 scopus 로고
    • Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part I: Unified formulation
    • Jan.
    • C. M. Fonseca and P. J. Fleming, "Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part I: Unified formulation," IEEE Trans. Syst., Man, Cybern. A, Syst. Humans, vol.18, no.1, pp. 26-37, Jan. 1988.
    • (1988) IEEE Trans. Syst., Man, Cybern. A, Syst. Humans , vol.18 , Issue.1 , pp. 26-37
    • Fonseca, C.M.1    Fleming, P.J.2
  • 27
    • 84901438927 scopus 로고    scopus 로고
    • MOPSO: A proposal for multiple objective particle swarm optimization
    • presented at the, Honolulu, HI
    • C. A. Coello-Coello and M. Salazar Lechuga, "MOPSO: A proposal for multiple objective particle swarm optimization," presented at the Congr. Evol. Comput., Honolulu, HI, 2002.
    • (2002) Congr. Evol. Comput.
    • Coello-Coello, C.A.1    Salazar Lechuga, M.2
  • 28
    • 84947926042 scopus 로고    scopus 로고
    • A fast elitist nondominated sorting genetic algorithm for multi-objective optimization: NSGA-II
    • Berlin, Germany: Springer-Verlag
    • K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan, "A fast elitist nondominated sorting genetic algorithm for multi-objective optimization: NSGA-II," in Proc. Parallel Problem Solving Nat. VI Conf., Berlin, Germany: Springer-Verlag, 2000, pp. 849-858.
    • (2000) Proc. Parallel Problem Solving Nat. VI Conf. , pp. 849-858
    • Deb, K.1    Agrawal, S.2    Pratap, A.3    Meyarivan, T.4
  • 29
    • 33745794966 scopus 로고    scopus 로고
    • A tutorial on the performance assessment of stochastive multiobjective optimizers
    • Comput. Eng. Netw. Lab., ETH Zurich, Zurich, Switzerland Feb.
    • J. Knowles, L. Thiele, and E. Zitzler, "A tutorial on the performance assessment of stochastive multiobjective optimizers," Comput. Eng. Netw. Lab., ETH Zurich, Zurich, Switzerland, Tech. Rep. TIK 214, Feb. 2006.
    • (2006) Tech. Rep. TIK 214
    • Knowles, J.1    Thiele, L.2    Zitzler, E.3
  • 30
    • 33645564573 scopus 로고    scopus 로고
    • Optimal path planning for unmanned combat aerial vehicles to defeat radar tracking
    • Mar./Apr.
    • P. T. Kabamba, S. M. Meerkov, and F. H. Zeitz, "Optimal path planning for unmanned combat aerial vehicles to defeat radar tracking," J. Guid. Control Dyn., vol.29, no.2, pp. 279-288, Mar./Apr. 2006.
    • (2006) J. Guid. Control Dyn , vol.29 , Issue.2 , pp. 279-288
    • Kabamba, P.T.1    Meerkov, S.M.2    Zeitz, F.H.3
  • 34
    • 12744255233 scopus 로고    scopus 로고
    • Coordination variables, coordination functions and cooperative-timing missions
    • Jan./Feb.
    • T. W. McLain and R. W. Beard, "Coordination variables, coordination functions and cooperative-timing missions," J. Guid. Control Dyn., vol.28, no.1, pp. 150-161, Jan./Feb. 2005.
    • (2005) J. Guid. Control Dyn , vol.28 , Issue.1 , pp. 150-161
    • McLain, T.W.1    Beard, R.W.2
  • 35
    • 0036966881 scopus 로고    scopus 로고
    • Coordinated target assignment and intercept for unmanned air vehicles
    • Dec.
    • R. Beard, T. McLain,M. Goodrich, and E. Anderson, "Coordinated target assignment and intercept for unmanned air vehicles," IEEE Trans. Robot. Autom., vol.18, no.6, pp. 911-922, Dec. 2002.
    • (2002) IEEE Trans. Robot. Autom , vol.18 , Issue.6 , pp. 911-922
    • Beard, R.1    McLain, T.2    Goodrich, M.3    Anderson, E.4
  • 36
    • 33747616192 scopus 로고    scopus 로고
    • Optimal scheduling for refueling multiple autonomous aerial vehicles
    • Aug.
    • Z. Jin, T. Shima, and C. J. Schumacher, "Optimal scheduling for refueling multiple autonomous aerial vehicles," IEEE Trans. Robot. Autom., vol.22, no.4, pp. 682-693, Aug. 2006.
    • (2006) IEEE Trans. Robot. Autom , vol.22 , Issue.4 , pp. 682-693
    • Jin, Z.1    Shima, T.2    Schumacher, C.J.3
  • 37
    • 34047195063 scopus 로고    scopus 로고
    • MILP and NLP techniques for centralized trajectory planning of multiple unmanned air vehicles
    • Jun.
    • F. Borrelli, D. Subramanian, A. U. Raghunathan, and L. T. Biegler, "MILP and NLP techniques for centralized trajectory planning of multiple unmanned air vehicles," in Proc. Amer. Control Conf., Jun. 2006, pp. 5763- 5768.
    • (2006) Proc. Amer. Control Conf. , pp. 5763-5768
    • Borrelli, F.1    Subramanian, D.2    Raghunathan, A.U.3    Biegler, L.T.4
  • 38
  • 39
    • 77955565972 scopus 로고    scopus 로고
    • Increased UAV task assignment performance through parallelized genetic algorithms
    • Air Force Res. Lab., Dayton, OH Aug.
    • M. A. Darrah, W. M. Niland, B. M. Stolarik, and L. E. Walp, "Increased UAV task assignment performance through parallelized genetic algorithms," Air Force Res. Lab., Dayton, OH, Tech. Rep. AFRL-VA-WPTP- 2006-2339, Aug. 2006.
    • (2006) Tech. Rep. AFRL-VA-WPTP- 2006-2339
    • Darrah, M.A.1    Niland, W.M.2    Stolarik, B.M.3    Walp, L.E.4
  • 40
    • 0002819121 scopus 로고
    • A comparative analysis of selection schemes used in genetic algorithms
    • San Mateo, CA: Morgan Kaufmann
    • D. Goldberg and K. Deb, "A comparative analysis of selection schemes used in genetic algorithms," in Foundations of Genetic Algorithms. San Mateo, CA: Morgan Kaufmann, 1991, pp. 69-93.
    • (1991) Foundations of Genetic Algorithms , pp. 69-93
    • Goldberg, D.1    Deb, K.2
  • 41
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Jan.
    • H. B. Mann and D. R. Whitney, "On a test of whether one of two random variables is stochastically larger than the other," Ann. Math. Statist., vol.18, pp. 50-60, Jan. 1947.
    • (1947) Ann. Math. Statist , vol.18 , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 42
    • 77955586443 scopus 로고    scopus 로고
    • A two step velocity planning method for real-time collision avoidance of multiple aerial robots in dynamic environments
    • Jul.
    • J. J. Rebollo, I.Maza, andA.Ollero, "A two step velocity planning method for real-time collision avoidance of multiple aerial robots in dynamic environments," in Proc. 17th World Congr., Int. Federation Autom. Control, Jul. 2008, pp. 1-6.
    • (2008) Proc. 17th World Congr., Int. Federation Autom. Control , pp. 1-6
    • Rebollo, J.J.1    Ollero, A.2
  • 43
    • 29744442326 scopus 로고    scopus 로고
    • Assignment of cooperating UAVs to simultaneous tasks using genetic algorithms
    • Aug.
    • T. Shima and C. Schumacher, "Assignment of cooperating UAVs to simultaneous tasks using genetic algorithms," in Proc. AIAA Guid., Navigat., Control Conf. Exhib., Aug. 2005, pp. 15-18.
    • (2005) Proc. AIAA Guid., Navigat., Control Conf. Exhib. , pp. 15-18
    • Shima, T.1    Schumacher, C.2
  • 44
    • 33750314030 scopus 로고    scopus 로고
    • Genetic algorithm based approach for multi-UAV cooperative reconnaissance mission planning problem
    • Berlin, Germany: Springer-Verlag
    • J. Tian, L. Shen, and Y. Zheng, "Genetic algorithm based approach for multi-UAV cooperative reconnaissance mission planning problem," in Lecture Notes in Computer Science, vol.4203. Berlin, Germany: Springer-Verlag, 2006, pp. 101-110.
    • (2006) Lecture Notes in Computer Science , vol.4203 , pp. 101-110
    • Tian, J.1    Shen, L.2    Zheng, Y.3
  • 46
    • 33646838628 scopus 로고    scopus 로고
    • A MPC and genetic algorithm based approach formultipleUAVs cooperative search
    • Berlin, Germany: Springer-Verlag
    • J. Tian, Y. Zheng, H. Zhu, and L. Shen, "A MPC and genetic algorithm based approach formultipleUAVs cooperative search," in Lecture Notes in Computer Science, vol.3801. Berlin, Germany: Springer-Verlag, 2005, pp. 399-404.
    • (2005) Lecture Notes in Computer Science , vol.3801 , pp. 399-404
    • Tian, J.1    Zheng, Y.2    Zhu, H.3    Shen, L.4
  • 47
    • 77955563073 scopus 로고    scopus 로고
    • A genetic algorithm for unmanned aerial vehicle routing
    • M. Russel and G. Lamont, "A genetic algorithm for unmanned aerial vehicle routing," in Proc. GECCO, 2005, pp. 1499-1506.
    • (2005) Proc. GECCO , pp. 1499-1506
    • Russel, M.1    Lamont, G.2
  • 48
    • 15944423895 scopus 로고    scopus 로고
    • A versatile toolbox for solving industrial problems with several evolutionary techniques
    • Chapel Hill, NC: Univ. North Carolina Press
    • E. Besada-Portas, J. A. Lopez-Orozco, and B. Andres-Toro, "A versatile toolbox for solving industrial problems with several evolutionary techniques," in Evolutionary Methods for Design, Optimization and Control. Chapel Hill, NC: Univ. North Carolina Press, 2002, pp. 325-330.
    • (2002) Evolutionary Methods for Design, Optimization and Control , pp. 325-330
    • Besada-Portas, E.1    Lopez-Orozco, J.A.2    Andres-Toro, B.3


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