IEEE Trans Biomed Eng. 2020 Aug;67(8):2297-2308. doi: 10.1109/TBME.2019.2958748. Epub 2019 Dec 9.
Secure communication can be considered as an integral part of the next generation implantable medical devices. With the advent of Physical Layer Security (PLS) methods, confidential messages can be transmitted without the use of encryption keys. For analyzing the effectiveness of PLS for next-generation leadless cardiac pacemakers, we provide secrecy analysis using a performance metric of secrecy capacity. Secrecy capacity defines the secure transmission rate between legitimate nodes without leakage of information to an eavesdropper and depends on respective channel attenuations. The legitimate and eavesdropper channel attenuations are evaluated by 3D numerical electromagnetic simulations using a detailed human model. We do not assume eavesdropper to be located in specific directions or positions and considers it to be located anywhere around the body. We evaluate the secrecy capacity by defining a spherical grid for eavesdropper positions around the body with a radius of 1 m. The secrecy capacity of the entire space is evaluated by extrapolating the grid to different radial distances using free space path loss model. Moreover, by fixing application based secure communication rate, the entire space is divided into secure and in-secure volumes. The in-secure volume consists of all the eavesdropper positions from which the pacemaker can be eavesdropped. We also evaluated the angle from which the maximum leakage of information takes place and referred it as "Eve's sweet spot angle." Data for channel attenuations from phantom and in-vivo experiments is also utilized to validate and observe the differences between simulations and experiments. This article will help in design of the communication module of implanted leadless cardiac pacemakers with enhanced security on the physical layer.
安全通信可以被视为下一代可植入医疗设备的一个组成部分。随着物理层安全 (PLS) 方法的出现,无需使用加密密钥即可传输机密消息。为了分析 PLS 对下一代无导线心脏起搏器的有效性,我们使用保密容量这一性能指标进行保密分析。保密容量定义了合法节点之间的安全传输速率,而不会将信息泄露给窃听者,并且取决于各自的信道衰减。合法和窃听信道衰减是通过使用详细人体模型的 3D 数值电磁模拟进行评估的。我们不假设窃听者位于特定方向或位置,并认为它可以位于身体周围的任何地方。我们通过在身体周围定义一个半径为 1 米的窃听者位置的球形网格来评估保密容量。通过使用自由空间路径损耗模型将网格外推到不同的径向距离,来评估整个空间的保密容量。此外,通过固定基于应用的安全通信速率,将整个空间划分为安全和不安全区域。不安全区域包括所有可以窃听起搏器的窃听者位置。我们还评估了信息最大泄漏发生的角度,并将其称为“Eve 的甜蜜点角度”。还利用来自幻影和体内实验的信道衰减数据进行验证,并观察模拟和实验之间的差异。本文将有助于设计具有增强物理层安全性的植入式无导线心脏起搏器的通信模块。