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A low-power multichannel telemetry system for high-speed wireless neural recordings.

机译:用于高速无线神经记录的低功耗多通道遥测系统。

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摘要

The advances in microelectronics and wireless communication are going to change our lifestyles and benefit our healthcare system in the foreseeable future. New conception named "Ubiquitous Healthcare" has been proposed. It envisions a continuous, real-time, remote monitoring on the health conditions of people through the wireless communication network. Traditional biosignal monitoring devices need wire-connections for the recording, which may cause skin rupture and body infection. The physical connections also limited the number of the integrated recording channels. A low-power implantable multichannel telemetry system which can be implanted in the body and transmit recordings wirelessly can solve the problem of the traditional method. However, the design of such a low-power multichannel telemetry system is challenging. In this study, we have designed a telemetry system which possesses several merits in terms of power dissipation, system sensitivity, and data transmission rate. Research efforts have been made to address the critical design challenges of low-power consumption, high data rate communication, low cost and miniaturization, by employing subthreshold MOSFET based design, noise optimization, neuromorphic architecture and judicious use of positive and negative feedbacks. As a sensor signal acquisition unit, a low-power low-noise self-biased CMOS amplifier has been demonstrated. Modified spike detection algorithm, frequency-enhanced nonlinear energy operator (fNEO) and energy-of-derivative (ED), have been formulated and validated through CMOS all-inverter based circuit architecture. For spectrum efficient high data rate communication, a modified Hermite polynomial based ultra-wideband pulse generation schemes have been proposed and demonstrated with neuromorphic circuits.
机译:微电子学和无线通信的进步将改变我们的生活方式,并在可预见的将来使我们的医疗系统受益。已经提出了名为“无处不在的医疗保健”的新概念。它设想通过无线通信网络对人们的健康状况进行连续,实时,远程的监控。传统的生物信号监测设备需要有线连接进行记录,这可能会导致皮肤破裂和身体感染。物理连接还限制了集成记录通道的数量。可以植入体内并无线传输记录的低功率可植入多通道遥测系统可以解决传统方法的问题。但是,这种低功率多通道遥测系统的设计具有挑战性。在这项研究中,我们设计了一种遥测系统,该系统在功耗,系统灵敏度和数据传输速率方面具有多个优点。通过采用基于亚阈值MOSFET的设计,噪声优化,神经形态结构以及明智地使用正反馈和负反馈,已经进行了研究工作以解决低功耗,高数据速率通信,低成本和小型化的关键设计挑战。作为传感器信号获取单元,已经证明了低功耗低噪声自偏置CMOS放大器。提出了改进的尖峰检测算法,频率增强型非线性能量算子(fNEO)和微分能量(ED),并通过基于CMOS全逆变器的电路架构进行了验证。对于频谱高效的高数据速率通信,已经提出了一种基于改进的Hermite多项式的超宽带脉冲生成方案,并已通过神经形态电路进行了演示。

著录项

  • 作者

    Li, Yang-Guo.;

  • 作者单位

    The University of Alabama at Birmingham.;

  • 授予单位 The University of Alabama at Birmingham.;
  • 学科 Computer engineering.;Computer science.;Electrical engineering.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 105 p.
  • 总页数 105
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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