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Development of adaptive transducer based on biological sensory mechanism.

机译:基于生物感觉机制的自适应传感器的开发。

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摘要

An adaptive sensor concept and prototype has been developed based on a sensing element which is analogous to and inspired by the arrangement of outer hair cells and inner hair cells between the basilar membrane and tectorial membrane which form the organ of corti in mammalian cochlea. The bio-inspired design was supported by development of a bond graph model of the electromotility (active response) of outer hair cells. Outer hair cells perform like actuators and simulation results using this model are compared with physiological data found in the literature to verify its characteristic response. Insight gained from the model is used to develop a sensor structure analogous to the organ of corti and designed to measure acceleration. A piezoelectric bimorph was selected as the transducer basis, and a bond graph model of the bimorph in an accelerometer configuration was formulated to aid control design and simulation.; There is no published data regarding the type of information transmitted among the inner hair cells, outer hair cells, and brain. Consequently, a controller intended to adjust the adaptation process similar to what might exist in the cochlear system has been developed for the sensor and based on a model referenced adaptive control algorithm. Simulations verify that the algorithm can successfully control and enhance performance of the sensor.; Practicability of the design is evaluated by a series of experiments on a prototype. This study focused on using a controller structure that was programmed, implemented, and tested using programmable logic based on FPGA technology. The experiments evaluated how well the adaptive sensor could meet a specified performance requirement. Implementation issues that arise, such as the need for differentiators in the adaptive controller or internal propagation of vibration within the sensor structure, hinder the tuning ability. Nevertheless, the trends indicate that the algorithm can meet the desired performance if certain limitations can be overcome. Finally, recommendations have been made for expansion of the research in such fields as an alternative structure for tuning, sensor networking, and reference sensor configuration.
机译:基于感测元件的自适应传感器概念和原型已经被开发出来,该感测元件类似于并受到基底膜和盖膜之间的外毛细胞和内毛细胞的排列的启发,该结构在哺乳动物的耳蜗中形成了皮质的器官。生物启发的设计得到了外毛细胞电动性(主动反应)的键图模型开发的支持。外毛细胞的作用类似于促动器,并且使用该模型将模拟结果与文献中发现的生理数据进行比较,以验证其特征响应。从模型中获得的洞察力可用于开发类似于皮质器官的传感器结构,并用于测量加速度。选择压电双压电晶片作为换能器基础,并建立了加速度计配置中双压电晶片的键合图模型,以帮助控制设计和仿真。没有关于内部毛细胞,外部毛细胞和大脑之间传递的信息类型的公开数据。因此,针对传感器并基于模型参考的自适应控制算法,已经开发出了一种控制器,旨在调整与耳蜗系统中可能存在的适应过程类似的适应过程。仿真证明该算法可以成功控制并增强传感器性能。通过对原型进行一系列实验来评估设计的实用性。这项研究的重点是使用通过基于FPGA技术的可编程逻辑进行编程,实施和测试的控制器结构。实验评估了自适应传感器可以满足指定性能要求的程度。出现的实现问题(例如,自适应控制器中需要微分器或传感器结构内部的振动内部传播)会影响调谐能力。然而,趋势表明,如果可以克服某些限制,则该算法可以满足所需的性能。最后,在诸如调谐,传感器网络和参考传感器配置的替代结构等领域中,已提出了扩展研究的建议。

著录项

  • 作者

    Wangcharoenrung, Chayawee.;

  • 作者单位

    The University of Texas at Austin.;

  • 授予单位 The University of Texas at Austin.;
  • 学科 Engineering Mechanical.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 245 p.
  • 总页数 245
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 机械、仪表工业;
  • 关键词

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