TY - JOUR
T1 - Modeling of stochastic disturbance based on quantum physics for high-performance force estimation
AU - Takeya, Masaki
AU - Katsura, Seiichiro
N1 - Publisher Copyright:
© 2015 The Institute of Electrical Engineers of Japan.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2015
Y1 - 2015
N2 - Delicate movement with high-precision performance is required in industrial areas such as medical care and semiconductor processing. Taking the expansion of the robotic movement area into account, attainment of force control is the one of the fundamental techniques for working in a microspace. To focus on the force information in a microspace, the transmission of microforce information is important to avoid destruction of the delicate object. However, the quality of force information is deteriorated by the influence of a stochastic disturbance such as quantization noise and sensor noise. In other words, high-precision force control is closely related to a reduction in the influence of the stochastic disturbance. Therefore, this paper focuses on the stochastic disturbance as a quantum fluctuation that is derived as the Schrödinger equation. In order to reduce the stochastic disturbance, a novel modeling method that is focused on quantum fluctuation is proposed. In this paper, a resonant filter is introduced by a complex equivalent electrical circuit of the Schrödinger equation, and a reaction force observer is implemented. The viability of the proposed method and the reduction in the oscillation are confirmed by the displacement of the poles and experiments.
AB - Delicate movement with high-precision performance is required in industrial areas such as medical care and semiconductor processing. Taking the expansion of the robotic movement area into account, attainment of force control is the one of the fundamental techniques for working in a microspace. To focus on the force information in a microspace, the transmission of microforce information is important to avoid destruction of the delicate object. However, the quality of force information is deteriorated by the influence of a stochastic disturbance such as quantization noise and sensor noise. In other words, high-precision force control is closely related to a reduction in the influence of the stochastic disturbance. Therefore, this paper focuses on the stochastic disturbance as a quantum fluctuation that is derived as the Schrödinger equation. In order to reduce the stochastic disturbance, a novel modeling method that is focused on quantum fluctuation is proposed. In this paper, a resonant filter is introduced by a complex equivalent electrical circuit of the Schrödinger equation, and a reaction force observer is implemented. The viability of the proposed method and the reduction in the oscillation are confirmed by the displacement of the poles and experiments.
KW - Force estimation
KW - Motion control
KW - Reaction force observer
KW - Stochastic disturbance
UR - http://www.scopus.com/inward/record.url?scp=85003843239&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85003843239&partnerID=8YFLogxK
U2 - 10.1541/ieejjia.4.535
DO - 10.1541/ieejjia.4.535
M3 - Article
AN - SCOPUS:85003843239
VL - 4
SP - 535
EP - 542
JO - IEEJ Journal of Industry Applications
JF - IEEJ Journal of Industry Applications
SN - 2187-1094
IS - 5
ER -