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基于生理信号的快速箔片点(RPSC)生成算法的 MATLAB 仿真与通信的 Raspberry Pi 在 WBAN 系统中的实现。

Raspberry Pi implemented with MATLAB simulation and communication of physiological signal-based fast chaff point (RPSC) generation algorithm for WBAN systems.

机构信息

Department of Electronics and Communication Engineering, St. Joseph's Institute of Technology, Chennai, India.

出版信息

Biomed Tech (Berl). 2020 Sep 28;66(2):209-224. doi: 10.1515/bmt-2019-0336. Print 2021 Apr 27.

DOI:10.1515/bmt-2019-0336
PMID:32986607
Abstract

Wireless Body Area Network (WBAN) has gained considerable significance in medical fields like implantable cardiac defibrillators (ICDs), neuro-stimulators etc. The body area networks information with in the implantable medical devices (IMDs) must be secure and their privacy must be protected. The absence of protection at the interface makes it easy for the attackers to take control of the IMDs. Thus, protection of wireless interface has become mandatory in IMDs during key agreement schemes. To secure the key agreement scheme, the most practical light weight bio-cryptosystem schemes popularly known as fuzzy vault (FV) is implemented. The most computationally intensive task in the FV scheme is the chaff point generation process, used for hiding the secret key and valid point inside the vault. Thus, a Raspberry Pi implemented with MATLAB simulation and communication of physiological signal based fast chaff point generation (RPSC) algorithm for WBAN. RPSC algorithm reduced the number of candidate chaff points in the chaff point generation and reduced the overall execution time. The RPSC algorithm has an algorithm complexity of O(n), which is a significant over the existing O(n) complexity. The RPSC algorithm has a speedup performance of 206 times over Clancy's, 130 times over Khalil's and 93 times than Nguyen algorithms for the generation of 504 chaff points, within smaller computation duration of 0.7 s. Raspberry Pi pro 3 (RPi3) hardware modules are considered as IMD and programmer devices, are used for implementation of chaff point generation and real-time communication module for proposed WBAN.

摘要

无线体域网 (WBAN) 在植入式心脏除颤器 (ICD)、神经刺激器等医学领域具有重要意义。植入式医疗设备 (IMD) 中的体域网信息必须安全,其隐私必须得到保护。由于接口处缺乏保护,攻击者很容易控制 IMD。因此,在 IMD 中,无线接口的保护在密钥协商方案中变得强制性。为了保护密钥协商方案,实现了最实用的轻量级生物密码系统方案,通常称为模糊保险箱 (FV)。FV 方案中计算最密集的任务是生成伪点的过程,用于隐藏密钥和有效点在保险箱内。因此,基于 Raspberry Pi 与 MATLAB 仿真和生理信号通信的快速伪点生成 (RPSC) 算法用于 WBAN。RPSC 算法减少了伪点生成中的候选伪点数量,并减少了整体执行时间。与现有 O(n) 复杂度相比,RPSC 算法的复杂度为 O(n),这是一个显著的改进。对于生成 504 个伪点,RPSC 算法的加速性能比 Clancy 的算法快 206 倍,比 Khalil 的算法快 130 倍,比 Nguyen 的算法快 93 倍,而计算时间仅为 0.7 秒。Raspberry Pi pro 3 (RPi3) 硬件模块被视为 IMD 和编程器设备,用于实现伪点生成和实时通信模块,用于提出的 WBAN。

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