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In this study, the authors present decentralised adaptive controllers for two cooperating robotic manipulators moving an object with constrained trajectory/force in the presence of dynamics uncertainties and external disturbances. The cooperating manipulators are described as an aggregation of subsystems. For control design, first a decentralised local dynamics coupled with physical interactions between subsystems is developed, and then a decentralised adaptive control merging parameter adaptation and disturbance observer is constructed, such that motion and force trajectories converge to the desired manifolds and the effect of non-parametrisable uncertainties is compensated by the disturbance observer. Experiment studies are carried out to show the efficiency of the control design.
References
-
-
1)
-
2. Yamamoto, Y., Hiyama, Y., Fujita, A.: ‘Semi-autonomous reconfiguration of wheeled mobile robots in coordination’, Proc. IEEE Int. Conf. Robot. Autom., 2004, pp. 3456–3461.
-
2)
-
26. Cui, R.X., Gao, B., Guo, J.: ‘Pareto-optimal coordination of multiple robots with safety guarantees’, Auton. Robot., 2012, 32, (3), pp. 189–205 (doi: 10.1007/s10514-011-9265-9).
-
3)
-
21. Chen, M., Ge, S.S., How, B.V.E., Choo, Y.S.: ‘Robust adaptive position mooring control for marine vessels’, IEEE Trans. Control Syst. Technol., 2013, 21, (2), pp. 395–409 (doi: 10.1109/TCST.2012.2183676).
-
4)
-
1. Li, Z., Ge, S.S., Wang, Z.: ‘Robust adaptive control of coordinated multiple mobile manipulators’, Mechatronics, 2008, 18, pp. 239–250 (doi: 10.1016/j.mechatronics.2008.01.001).
-
5)
-
22. Li, Z., Yang, Y., Wang, S.: ‘Adaptive dynamic coupling control of hybrid joints of human-symbiotic wheeled mobile manipulators with unmodelled dynamics’, Int. J. Soc. Robot., 2010, 2, (2), pp. 109–120 (doi: 10.1007/s12369-010-0049-8).
-
6)
-
19. Chen, M., Ge, S.S., Ren, B.B.: ‘Adaptive tracking control of uncertain MIMO nonlinear systems with input saturation’, Automatica, 2011, 47, (3), pp. 452–465 (doi: 10.1016/j.automatica.2011.01.025).
-
7)
-
Z.-J. Yang ,
H. Tsubakihara ,
S. Kanae ,
K. Wada ,
C.-Y. Su
.
A novel robust nonlinear motion controller with disturbance observer.
IEEE Trans. Control Syst. Technol.
,
1 ,
137 -
147
-
8)
-
18. Ge, S.S., Ren, B., Lee, T.H.: ‘Hard disk drives control in mobile applications’, J. Syst. Sci. Complex., 2007, 20, (2), pp. 215–224 (doi: 10.1007/s11424-007-9018-1).
-
9)
-
M. Chen ,
S.S. Ge ,
B. Ren
.
Robust attitude control of helicopters with actuator dynamics using neural networks.
IET Control Theory Appl.
,
12 ,
2837 -
2854
-
10)
-
7. Weston, R.: ‘Robot workplaces’, Microprocess. Microsyst., 1984, 8, (5), pp. 245–248 (doi: 10.1016/0141-9331(84)90438-1).
-
11)
-
S. Komada ,
N. Machii ,
T. Hori
.
Control of redundant manipulators considering order of disturbance observer.
IEEE Trans. Ind. Electron.
,
2 ,
413 -
420
-
12)
-
R. Cui ,
B. Ren ,
S.S. Ge
.
Synchronised tracking control of multi-agent system.
IET Control Theory Appl.
,
5 ,
603 -
614
-
13)
-
X. Chen ,
C.Y. Su ,
T. Fukuda
.
A nonlinear disturbance observer for multivariable systems and its application to magnetic bearing systems.
IEEE Trans. Control Syst. Technol.
,
569 -
577
-
14)
-
10. Hernandez, M., Tang, Y.: ‘Adaptive output-feedback decentralized control of a class of second order nonlinear systems using recurrent fuzzy neural networks’, Neurocomputing, 2009, 73, pp. 461–467 (doi: 10.1016/j.neucom.2009.07.010).
-
15)
-
S.H. Hsu ,
L.C. Fu
.
A fully adaptive decentralised control of robot manipulators.
Automatica
,
1761 -
1767
-
16)
-
8. Ahmad, S., Luo, S.: ‘Coordinated motion control of multiple robotic devices for welding and redundancy coordination through constrained optimization in Cartesian space’, IEEE Trans. Robot. Autom., 1989, 5, (4), pp. 409–417 (doi: 10.1109/70.88055).
-
17)
-
12. Tan, K.K., Huang, S., Lee, T.H.: ‘Decentralized adaptive controller design of large-scale uncertain robotic systems’, Automatica, 2009, 45, pp. 161–166 (doi: 10.1016/j.automatica.2008.06.005).
-
18)
-
23. Li, Z., Ge, S.S., Adams, M., Wijesoma, W.S.: ‘Robust adaptive control of uncertain force/motion constrained nonholonomic mobile manipulators’, Automatica, 2008, 44, (3), pp. 776–784 (doi: 10.1016/j.automatica.2007.07.012).
-
19)
-
24. Do, K.D., Seet, G.: ‘Motion control of a two-wheeled mobile vehicle with an inverted pendulum’, J. Intell. Robot. Syst., 2010, 60, pp. 577–605 (doi: 10.1007/s10846-010-9432-9).
-
20)
-
25. Li, Z., Yang, C., Fan, L.: ‘Advanced control of wheeled inverted pendulums systems’ (Springer, London, 2012), .
-
21)
-
3. Li, Z., Yang, C., Tang, Y.: ‘Decentralised adaptive fuzzy control of coordinated multiple mobile manipulators interacting with non-rigid environments’, IET Control Theory Appl., 2013, 7, (3), pp. 397–410 (doi: 10.1049/iet-cta.2011.0334).
-
22)
-
13. Cui, R., Guo, J., Gao, B.: ‘Game theory-based negotiation for multiple robots task allocation’, Robotica, 2013, 31, (6), pp. 923–934 (doi: 10.1017/S0263574713000192).
-
23)
-
20. Chen, M., Ge, S.S., How, B.V.E.: ‘Robust adaptive neural network control for a class of uncertain MIMO nonlinear systems with input nonlinearities’, IEEE Trans. Neural Netw., 2010, 21, (45), pp. 796–812 (doi: 10.1109/TNN.2010.2042611).
-
24)
-
4. Fierro, R., Chaimowicz, L., Kumar, V.: ‘Multi-robot cooperation’, in Ge, S.S., Lewis, F.L. (ed.): ‘Autonomous mobile robots: sensing, control, decision making and application’ (Taylor & Francis Group, Boca Raton, 2006), pp. 417–459.
-
25)
-
9. Li, Z., Tao, P., Ge, S.S., Adams, M.D., Wijesoma, W.S.: ‘Robust adaptive control of cooperating mobile manipulators with relative motion’, IEEE Trans. Syst., Man Cybern., B, 2009, 39, (1), pp. 103–116 (doi: 10.1109/TSMCB.2008.2002853).
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