Randomized sampling-based trajectory optimization for UAVs to satisfy linear temporal logic specifications

Aerospace Science and Technology - Tập 96 - Trang 105591 - 2020
Zetian Zhang1, Ruixiang Du2, Raghvendra V. Cowlagi3
1SAIC Innovation Center USA, 2680 Zanker Rd #100, San Jose, CA 95134, USA
2Weston Robot Pte. Ltd., 81 Science Park Drive, Singapore 118257, Singapore
3Aerospace Engineering Program, Worcester Polytechnic Institute, 100 Institute Rd, Worcester, MA 01609, USA

Tài liệu tham khảo

Goerzen, 2010, A survey of motion planning algorithms from the perspective of autonomous UAV guidance, J. Intell. Robot. Syst., 57, 65, 10.1007/s10846-009-9383-1 Zhang, 2018, Sequential convex programming for nonlinear optimal control problems in UAV path planning, Aerosp. Sci. Technol., 76, 280, 10.1016/j.ast.2018.01.040 Yao, 2015, Real-time path planning of unmanned aerial vehicle for target tracking and obstacle avoidance in complex dynamic environment, Aerosp. Sci. Technol., 47, 269, 10.1016/j.ast.2015.09.037 Mellinger, 2012, Trajectory generation and control for precise aggressive maneuvers with quadrotors, Int. J. Robot. Res., 31, 664, 10.1177/0278364911434236 Radmanesh, 2018, Grey wolf optimization based sense and avoid algorithm in a Bayesian framework for multiple UAV path planning in an uncertain environment, Aerosp. Sci. Technol., 77, 168, 10.1016/j.ast.2018.02.031 Ashokkumar, 2017, Trustable UAV for higher level control architectures, Aerosp. Sci. Technol., 68, 204, 10.1016/j.ast.2017.05.013 Alagar, 2011, 177 Papadopoulos, 2013, Asymptotically optimal inspection planning using systems with differential constraints, 4126 Kafka, 2016, Random inspection tree algorithm in visual inspection with a realistic sensing model and differential constraints, 2782 Bircher, 2017, An incremental sampling-based approach to inspection planning: the rapidly exploring random tree of trees, Robotica, 35, 1327, 10.1017/S0263574716000084 Tabuada, 2008, Controller synthesis for bisimulation equivalence, Syst. Control Lett., 57, 443, 10.1016/j.sysconle.2007.11.005 Kloetzer, 2008, A fully automated framework for control of linear systems from temporal logic specifications, IEEE Trans. Autom. Control, 53, 287, 10.1109/TAC.2007.914952 G.E. Fainekos, H. Kress-Gazit, G.J. Pappas, Hybrid controllers for path planning: a temporal logic approach, in: Proceedings of the 44th IEEE Conference on Decision and Control, Seville, Spain, 12–15 Dec. 2005, pp. 4885–4890, https://doi.org/10.1109/CDC.2005.1582935. Belta, 2007, Symbolic planning and control of robot motion, IEEE Robot. Autom. Mag., 61, 10.1109/MRA.2007.339624 Erion, 2015, Motion planning with temporal-logic specifications: progress and challenges, AI Commun., 29, 151, 10.3233/AIC-150682 Wolper, 1983, Reasoning about infinite computation paths, 185 Zamani, 2012, Symbolic models for nonlinear control systems without stability assumptions, IEEE Trans. Autom. Control, 57, 1804, 10.1109/TAC.2011.2176409 Rungger, 2016, SCOTS: a tool for the synthesis of symbolic controllers Weber, 2017, Optimized state space grids for abstractions, IEEE Trans. Autom. Control, 62, 5816, 10.1109/TAC.2016.2642794 Wolff, 2014, Optimization-based trajectory generation with linear temporal logic specifications, 5319, 10.1109/ICRA.2014.6907641 Wongpiromsarn, 2010 S. Coogan, M. Arcak, Efficient finite abstraction of mixed monotone systems, in: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, Seattle, WA, USA, April 14–16, 2015, pp. 58–67, https://doi.org/10.1145/2728606.2728607. Cho, 2017, Cost-aware path planning under co-safe temporal logic specifications, IEEE Robot. Autom. Lett., 2, 2308, 10.1109/LRA.2017.2727514 Bhatia, 2011, Motion planning with complex goals, IEEE Robot. Autom. Mag., 18, 55, 10.1109/MRA.2011.942115 Cowlagi, 2017, Route guidance for satisfying temporal logic specifications on aircraft motion, J. Guid. Control Dyn., 40, 390, 10.2514/1.G001829 Karaman, 2011, Linear temporal logic vehicle routing with applications to multi-UAV mission planning, Int. J. Robust Nonlinear Control, 21, 1372, 10.1002/rnc.1715 Karaman, 2012, Sampling-based algorithms for optimal motion planning with deterministic μ-calculus specifications, 735 Vasile, 2013, Sampling-based temporal logic path planning, 4817 Varricchio, 2014, Sampling-based algorithms for optimal motion planning using process algebra specifications, 5326 McMahon, 2014, Sampling-based tree search with discrete abstractions for motion planning with dynamics and temporal logic, 3726 Cutler, 2015, Analysis and control of a variable-pitch quadrotor for agile flight, J. Dyn. Syst. Meas. Control, 137, 10.1115/1.4030676 Linz, 2012, 37 Bui, 1994, Shortest path synthesis for Dubins non-holonomic robot, 2 Karaman, 2011, Sampling-based algorithms for optimal motion planning, Int. J. Robot. Res., 30, 846, 10.1177/0278364911406761 Duret-Lutz, 2016, Spot 2.0 — a framework for LTL and ω-automata manipulation, vol. 9938, 122 Klein, 2013, Localization with sparse acoustic sensor network using UAVs as information-seeking data mules, ACM Trans. Sens. Netw., 9, 10.1145/2480730.2480733