在侵入性脑机接口应用中追踪超宽带传输的行为

Pragnesh V. Patel, J. A. Kumar, M. Sarkar, S. Nagaraj
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引用次数: 5

摘要

超宽带(UWB)无线电技术已被证明具有支持某些脑机接口(BCI)应用的巨大潜力。在人脑中植入超宽带发射机,将来自大脑神经元的ECoG信号(通过生物植入电极收集)传输到位于脊髓或身体不同部位肌肉上的刺激器(非侵入性),这听起来几乎像是科幻故事。为了使这一科幻梦想成为现实,需要解决许多方面的问题。在本文中,我们试图研究其中一个方面。具体来说,我们研究了超宽带在人脑中的传输行为,主要关注信号在被植入人体表面(脊髓、上肢等)的接收器接收之前,在大脑中穿过人体血液时的行为。我们通过理论和实验程序进行了深入的数值分析,帮助我们深入了解信号在UWB频谱内不同频率下的衰减,延迟和发射功率特性。我们将这些结果发表在本文中。到目前为止,还没有可用于人体内超宽带传输的信道模型。我们的工作就是朝这个方向迈出的一步。
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Tracking the behavior of UWB transmissions in invasive BCI applications
Ultra wideband (UWB) radio technology has been shown to have tremendous potential to support certain Brain Computer Interface (BCI) applications. To implant UWB transmitters inside a human brain to transmit ECoG signals from the neurons in the brain (collected by bio-implantable electrodes) to stimulators residing on the spinal cord or on muscles at different parts of the body (non-invasive), almost sounds like a sci-fi story. In order to make this sci-fi dream a reality, many aspects of the problem needs to be addressed. In this paper, we attempt to study one such aspect. Specifically, we study the behavior of UWB transmissions through the human brain, primarily focusing on the behavior of the signal when it traverses through human blood in the brain before it can be received by the receiver planted on the surface of the human body (spinal cord, upper limbs, etc). We have performed in-depth numerical analysis through theoretical and experimental procedures which has helped us gain insight into the attenuation, delay and transmit power properties of the signal at different frequencies within the UWB spectrum. We present these results in this paper. So far, there are no channel models available for UWB transmissions inside the human body. Our work, is a step in that direction.
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