DocumentCode :
1684154
Title :
Necessary condition for simple oscillatory neural control of robotic yoyo
Author :
Jin, Hui-Liang ; Zacksenhouse, M.
Author_Institution :
Fac. of Mech. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume :
2
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
1427
Lastpage :
1432
Abstract :
Open-loop unstable rhythmic tasks, like yoyo playing, require proper phase locking to stabilize. Given the phase-locking property of coupled oscillators and their successful application to open-loop control of rhythmic motion, we investigate their application to closed-loop control of a yoyo. In particular, we focus on pulse coupling, where the yoyo sends a feedback pulse upon reaching the bottom of the string and the onset of the oscillatory cycle is used to trigger the movement. A necessary condition for stable control is derived and applied to disqualify the simply-coupled stand-alone leaky integrate-and-fire oscillator. In contrast, an alternative circuit-level oscillator, known as a phase-locked loop, is proposed. The results are verified by numerical simulations and demonstrate that the proposed pulse-coupled oscillatory control provides a model-free control strategy that operates with an easy-to-measure low-rate feedback
Keywords :
closed loop systems; feedback; games of skill; motion control; neurocontrollers; numerical analysis; phase locked loops; phase locked oscillators; stability; stability criteria; circuit-level oscillator; closed-loop control; coupled oscillators; easy-to-measure low-rate feedback; model-free control strategy; movement triggering; necessary condition; numerical simulations; open-loop unstable rhythmic tasks; oscillatory cycle onset; oscillatory neural control; phase-locked loop; pulse-coupled oscillatory control; rhythmic motion control; robotic yoyo; simply-coupled stand-alone leaky integrate-and-fire oscillator; stabilization; stable control; Biological system modeling; Coupling circuits; Frequency; Motion control; Neural networks; Numerical simulation; Open loop systems; Oscillators; Phase locked loops; Robot control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
ISSN :
1098-7576
Print_ISBN :
0-7803-7278-6
Type :
conf
DOI :
10.1109/IJCNN.2002.1007726
Filename :
1007726
Link To Document :
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