Preliminary Research of a Medical Sensor Design by Evolution

Xuekun Song, Zhansheng Yang, Jinchuang Zhao
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引用次数: 2

Abstract

Combining computer technology with traditional Chinese medical treatment mechanisms, the paper deals with a new approach to the design of medical sensor, designs the main circuit of an EMG sensor by evolution. A framework of evolvable sensor is proposed based on the combining of the characteristics of conventional sensor and evolvable hardware. Integrated with the hierarchical coding characteristic of GA and analog/digital circuit, hierarchical structures evolve method which suits the evolvement of analog sensor circuit is proposed. In the present case study low pass filter circuits are evolved successfully in the usage of an improved elitist preserving and adaptive GA through off-line evolution, whatpsilas more, simulated by OrCAD/Pspice. The preliminary experiments and results attempt the meaningful explore to the entire design of the evolvable sensor and the transform from EHW theory based on analog circuit to practical application.
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一种医用传感器进化设计的初步研究
本文将计算机技术与传统中医治疗机制相结合,探讨了一种新的医学传感器设计方法,采用进化的方法设计了一种肌电传感器的主电路。结合传统传感器和可进化硬件的特点,提出了一种可进化传感器的框架。结合遗传算法和模拟/数字电路的分层编码特性,提出了适合模拟传感器电路演化的分层结构演化方法。在本案例中,利用改进的精英保持和自适应遗传算法,通过离线进化成功地进化了低通滤波器电路,并通过OrCAD/Pspice进行了仿真。初步的实验和结果对可进化传感器的整体设计以及基于模拟电路的EHW理论向实际应用的转变进行了有意义的探索。
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