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An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks

机译:基于心率变异性的基于生物特征的高效算法可保护人体传感器网络

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摘要

Body Sensor Network (BSN) is a network of several associated sensor nodes on, inside or around the human body to monitor vital signals, such as, Electroencephalogram (EEG), Photoplethysmography (PPG), Electrocardiogram (ECG), etc. Each sensor node in BSN delivers major information; therefore, it is very significant to provide data confidentiality and security. All existing approaches to secure BSN are based on complex cryptographic key generation procedures, which not only demands high resource utilization and computation time, but also consumes large amount of energy, power and memory during data transmission. However, it is indispensable to put forward energy efficient and computationally less complex authentication technique for BSN. In this paper, a novel biometric-based algorithm is proposed, which utilizes Heart Rate Variability (HRV) for simple key generation process to secure BSN. Our proposed algorithm is compared with three data authentication techniques, namely Physiological Signal based Key Agreement (PSKA), Data Encryption Standard (DES) and Rivest Shamir Adleman (RSA). Simulation is performed in Matlab and results suggest that proposed algorithm is quite efficient in terms of transmission time utilization, average remaining energy and total power consumption.
机译:人体传感器网络(BSN)是在人体上,体内或周围的几个相关传感器节点组成的网络,用于监视生命信号,例如脑电图(EEG),光电容积描记术(PPG),心电图(ECG)等。每个传感器节点在BSN中提供主要信息;因此,提供数据机密性和安全性非常重要。现有的所有安全BSN的方法都基于复杂的加密密钥生成过程,不仅要求高资源利用率和计算时间,而且在数据传输过程中会消耗大量能量,功率和内存。但是,为BSN提出高能效且计算复杂度较低的认证技术是必不可少的。本文提出了一种新的基于生物特征的算法,该算法利用心率变异性(HRV)进行简单的密钥生成过程来保护BSN。我们提出的算法与三种数据认证技术进行了比较,分别是基于生理信号的密钥协议(PSKA),数据加密标准(DES)和Rivest Shamir Adleman(RSA)。在Matlab中进行了仿真,结果表明该算法在传输时间利用率,平均剩余能量和总功耗方面都非常有效。

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