This article presents a neuralαnetwork-based fuzzy logic control NNαFLC system. The NNαFLC model has the learning capabilities for constructing membership functions and extracting fuzzy rules from training examples. Both unsupervised and supervised training algorithms are used to find the membership
THE INFLUENCE OF CONTROL SYSTEM DESIGN ON THE PERFORMANCE OF VIBRATORY GYROSCOPES
β Scribed by P.W. LOVEDAY; C.A. ROGERS
- Publisher
- Elsevier Science
- Year
- 2002
- Tongue
- English
- Weight
- 237 KB
- Volume
- 255
- Category
- Article
- ISSN
- 0022-460X
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β¦ Synopsis
Understanding the in#uence of the control system on the performance of vibratory gyroscopes is important during the design of such devices. The ability of the control system to reduce the e!ects of resonator imperfections, on the gyroscope performance, was investigated. The analysis of the control problem presented begins with equations of motion describing the dynamics of a resonator including frequency and damping imperfections. These equations were transformed to slowly varying parameters and averaged. The equations of motion, in this form, provide many insights into the dynamics of the resonator and suggest the control system functions required to e!ectively operate the resonator as an angular rate sensor. A phase-locked loop-based control system was designed, analyzed and implemented. The control system drives the resonator at resonance to a constant amplitude and nulls the rotation-induced vibrations. It was shown analytically that the "rst order e!ects of frequency imperfections can be eliminated by the control system. The e!ect of damping anisotropy is not reduced by the control system and this is expected to be the major source of error in the closed-loop system. Experimental measurements, of a piezoelectrically actuated and sensed resonator, over a temperature range of 603C, showed that variation of the zero-rate o!set was decreased by an order of magnitude by the force-to-rebalance control. The analytical and experimental results present a convincing argument for the use of force-to-rebalance control in vibratory gyroscopes.
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