Evolutionary algorithm based offline/online path planner for UAV navigation

作者: I.K. Nikolos , K.P. Valavanis , N.C. Tsourveloudis , A.N. Kostaras

DOI: 10.1109/TSMCB.2002.804370

关键词: Remotely operated underwater vehicleArtificial intelligenceEvolutionary algorithmTrajectoryPlannerFlight envelopeMotion planningChromosome (genetic algorithm)Computer sciencePath (graph theory)Genetic algorithmComputer vision

摘要: … : i) UAV navigation using an offline planner in a known environment, and, ii) UAV navigation … an UAV to its final destination, providing near-optimal curved paths quickly and efficiently. …

参考文章(18)
Spyros G. Tzafestas, Intelligent Robotic Systems ,(1991)
Jerzy Z. Sasiadek, Ignacy Dulęba, 3D Local Trajectory Planner for UAV Journal of Intelligent and Robotic Systems. ,vol. 29, pp. 191- 210 ,(2000) , 10.1023/A:1008108910932
Wayne Tiller, Les Piegl, The NURBS Book ,(1995)
K. Sugihara, J. Smith, Genetic algorithms for adaptive motion planning of an autonomous mobile robot computational intelligence in robotics and automation. pp. 138- 143 ,(1997) , 10.1109/CIRA.1997.613850
Roman Smierzchalski, Evolutionary trajectory planning of ships in navigation traffic areas Journal of Marine Science and Technology. ,vol. 4, pp. 1- 6 ,(1999) , 10.1007/S007730050001
Ibikunle Ashiru, Chris Czarnecki, Tom Routen, Characteristics of a genetic based approach to path planning for mobile robots intelligent systems design and applications. ,vol. 19, pp. 149- 169 ,(1996) , 10.1006/JNCA.1996.0012
Andreas C Nearchou, Adaptive navigation of autonomous vehicles using evolutionary algorithms Artificial Intelligence in Engineering. ,vol. 13, pp. 159- 173 ,(1999) , 10.1016/S0954-1810(98)00012-0
Horacio Martı́nez-Alfaro, Simón Gómez-Garcı́a, Mobile robot path planning and tracking using simulated annealing and fuzzy logic control Expert Systems with Applications. ,vol. 15, pp. 421- 429 ,(1998) , 10.1016/S0957-4174(98)00055-4