Fy. Wang et Xy. Fan, CELL-TO-CELL MAPPING METHOD FOR TIME-OPTIMAL TRAJECTORY PLANNING OF MULTIPLE ROBOT ARM SYSTEMS, Journal of optimization theory and applications, 86(2), 1995, pp. 347-368
Citations number
23
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science
This paper presents the results obtained by applying the cell-to-cell
mapping method to solve the problem of the time-optimal trajectory pla
nning for coordinated multiple robotic arms handling a common object a
long a specified geometric path. Based on the structure of the time-op
timal trajectory control law, the continuous dynamic model of multiple
arms is first approximated by a discrete and finite cell-to-cell mapp
ing on a two-dimensional cell space over a phase plane. The optimal tr
ajectory and the corresponding control are then determined by using th
e cell-to-cell mapping and a simple search algorithm. To further impro
ve the computational efficiency and to allow for parallel computation,
a hierarchical search algorithm consisting of a multiple-variable opt
imization on the top level and a number of cell-to-cell searches on th
e bottom level is proposed and implemented in the paper. Besides its s
implicity, another distinguishing feature of the cell-to-cell mapping
method is the generation of all optimal trajectories for a given final
state and all possible initial states through a single searching proc
ess. For most of the existing trajectory planning methods, the plannin
g process can be started only when both the initial and final states h
ave been specified. The cell-to-cell method can be generalized to any
optimal trajectory planning problem for a multiple robotic arms system
.