Medium Access Control Protocols for Brain Computer Interface Applications

H. Harikrishnan, Aarjish Sarkar, Shams Al Ajrawi, A. Mihovska, C. Paolini
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Abstract

Noteworthy advancements have occurred in the field of brain computer interfaces (BCI) in the last decade. The transmission of the collected signals to the corresponding organ through a wireless link is still in a nascent stage. This paper investigates the feasibility of having multiple UHF-RFID transmitters inside the skull which communicate to the receiver outside. The purpose of this paper is to design a wireless communication channel and enhance the communication using a MAC protocol. The existing MAC protocols were analyzed to be used in a BCI application. Though the combination of existing protocols seems like a possibility to use in a BCI system, the complexity of such a protocol is high. This drawback is overcome by proposing a novel MAC protocol. The performance of the proposed MAC algorithm is related with the widely used Q algorithm for anti-collision in the RFID tags. Parameters like delay and collisions are analyzed in detail which are essential to build a consistent, energy efficient, and a low power BCI system.
脑机接口应用的介质访问控制协议
近十年来,脑机接口(BCI)领域取得了令人瞩目的进展。将采集到的信号通过无线链路传输到相应的器官,目前还处于初级阶段。本文研究了在颅骨内放置多个超高频射频识别发射器与外部接收器通信的可行性。本文的目的是设计一个无线通信信道,并利用MAC协议增强通信。分析了现有的MAC协议在BCI应用中的应用。虽然现有协议的组合似乎有可能在BCI系统中使用,但这种协议的复杂性很高。通过提出一种新的MAC协议来克服这个缺点。本文提出的MAC算法的性能与RFID标签中广泛使用的Q算法有关。详细分析了延迟和碰撞等参数对构建一致、节能、低功耗的BCI系统至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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