An optimal complexity algorithm for minimum-time velocity planning

被引:32
作者
Consolini, Luca [1 ]
Locatelli, Marco [1 ]
Minari, Andrea [1 ]
Piazzi, Aurelio [1 ]
机构
[1] Univ Parma, Dipartimento Ingn Informaz, Parco Area Sci 181-A, I-43124 Parma, Italy
关键词
Optimization; Motion planning; Minimum-time problems; Hidden convexity; PATH GENERATION; SMOOTH PATH;
D O I
10.1016/j.sysconle.2017.02.001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Velocity planning on a path to be followed by a wheeled autonomous vehicle may be difficult when high curvatures and velocities are allowed. A fast, straightforward algorithm to address this problem is presented. It has linear-time computational complexity and provides an optimal minimum-time velocity profile. The algorithm is based on a curvilinear discretization that makes easy to take into account the constraint on the vehicle's maximal normal acceleration. A generalized problem is also addressed with formal results on feasibility, complexity, and solution characterization. Three examples illustrate the proposed approach. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:50 / 57
页数:8
相关论文
共 21 条
[11]  
Guarino Lo Bianco C, 2004, 2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM, P413
[12]   TOWARD EFFICIENT TRAJECTORY PLANNING - THE PATH-VELOCITY DECOMPOSITION [J].
KANT, K ;
ZUCKER, SW .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1986, 5 (03) :72-89
[13]  
Li XH, 2014, IEEE INT VEH SYM, P376, DOI 10.1109/IVS.2014.6856397
[14]   Algebraic Solution to Minimum-Time Velocity Planning [J].
Lini, Gabriele ;
Piazzi, Aurelio ;
Consolini, Luca .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2013, 11 (04) :805-814
[15]   Minimum-time constrained velocity planning [J].
Lini, Gabriele ;
Consolini, Luca ;
Piazzi, Aurelio .
MED: 2009 17TH MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION, VOLS 1-3, 2009, :748-753
[16]  
Liu SP, 2002, MATER RES SOC SYMP P, V702, P365
[17]  
MUNOZ V, 1994, IEEE INT CONF ROBOT, P2802, DOI 10.1109/ROBOT.1994.350914
[18]   Quintic G2-splines for the iterative steering of vision-based autonomous vehicles [J].
Piazzi, A ;
Guarino Lo Bianco, C ;
Bertozzi, M ;
Fascioli, A ;
Broggi, A .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2002, 3 (01) :27-36
[19]   η3-splines for the smooth path generation of wheeled mobile robots [J].
Piazzi, Aurelio ;
Guarino Lo Bianco, Corrado ;
Romano, Massimo .
IEEE TRANSACTIONS ON ROBOTICS, 2007, 23 (05) :1089-1095
[20]  
Solea R., 2006, 2006 IEEE INTELLIGEN, P474, DOI DOI 10.1109/ITSC.2006.1706786