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基于二进制相移键控和混沌的远程医疗多用户通信方案。

Multiuser communication scheme based on binary phase-shift keying and chaos for telemedicine.

机构信息

Engineering, Architecture and Design Faculty, Autonomous University of Baja California (UABC), Ensenada, BC, Mexico.

Electronics and Telecommunication Department, Scientific Research and Advanced Studies Center of Ensenada (CICESE), Ensenada, BC, Mexico.

出版信息

Comput Methods Programs Biomed. 2018 Aug;162:165-175. doi: 10.1016/j.cmpb.2018.05.021. Epub 2018 May 17.

Abstract

BACKGROUND AND OBJECTIVES

Currently, telemedicine is levered upon the improvement in communication network technology such as Body Area Sensor Networks (BASN) to provided biomedicine solutions. Nevertheless, information security is an important issue since biomedical data is exchanged through insecure channels, which exposes private information that can be intercepted by malicious intruder. Therefore, secure communication protocols for multiuser networks in telemedicine applications are a big challenge. Recent chaos-based encryption works have been conducted in the area of medical secure communications with high security capabilities. However, none of them has considered multiuser network, which is used in several e-health applications. Up to our knowledge, the proposed protocol is the first attempt to consider this service in secure telemedicine. In this paper, we propose a novel scheme based on binary phase-shift key (BPSK) and chaos to provide information security at biosignals in a multiuser network system transmitting data over single channel.

METHODS

The proposed scheme uses the two-dimensional Hénon map with enhance pseudorandom sequences and CDMA technique to achieve multiuser encryption process and transmit data over a single channel. We use biosignals such as electrocardiograms (ECG) and blood pressure (PB) signals from PhisioBank ATM data base for simulation results at MatLab software. We evaluate the security and performance by determining the secret key space, secret key sensitivity, resistance against noise attack with quality analysis by using BER, MSE, and PSNR, encryption-decryption time, and throughput.

RESULTS

In simulations tests, biosignals of ECG and BP in a BANS network are encrypted and transmitted over shared wireless channels and just authorized medical personal can retrieve such information with corresponding secret key from the cryptogram, that appears as noise to any intruder. The proposed multiuser scheme support high noise and interference attacks efficiently in contrast with classic chaos-based encryption works for telemedicine, where some scenarios are simulated with very low BER, very low MSE, and high PSNR between plain biosignals and recovered biosignals when high AWGN noise is added to encrypted-transmitted signal. In addition, the encryption process presents enough key space and high sensitivity at secret key. A comparative analysis of proposed method and recent existing works was also presented.

CONCLUSIONS

Patients can be monitored and diagnosed opportunely remotely and all their medical information is transmitted securely to the correct specialist. Also, it is possible to transmit several electrophysiological signals in a single channel in a secure multiuser network at low cost optimizing the use of available bandwidth for telemedicine applications.

摘要

背景与目的

目前,远程医疗利用体域网(BASN)等通信网络技术的改进,提供生物医学解决方案。然而,信息安全是一个重要问题,因为生物医学数据是通过不安全的通道交换的,这会暴露私人信息,可能会被恶意入侵者拦截。因此,远程医疗应用中多用户网络的安全通信协议是一个巨大的挑战。最近,基于混沌的加密技术在医学安全通信领域得到了广泛的研究,具有较高的安全性。然而,它们都没有考虑到多用户网络,这种网络被应用于多个电子医疗应用中。据我们所知,所提出的协议是首次尝试在安全远程医疗中考虑这种服务。在本文中,我们提出了一种基于二进制相移键控(BPSK)和混沌的新方案,为多用户网络系统中的生物信号提供信息安全,该系统通过单通道传输数据。

方法

所提出的方案使用二维Henon 映射和增强伪随机序列以及 CDMA 技术,实现多用户加密过程,并通过单通道传输数据。我们使用来自 PhisioBank ATM 数据库的心电图(ECG)和血压(BP)等生物信号,在 MatLab 软件中进行仿真。我们通过确定密钥空间、密钥灵敏度、抵抗噪声攻击的能力以及使用 BER、MSE 和 PSNR 进行质量分析、加密-解密时间和吞吐量来评估安全性和性能。

结果

在仿真测试中,BANS 网络中的 ECG 和 BP 生物信号被加密并通过共享无线信道传输,只有授权的医疗人员可以使用相应的密钥从密码中检索到这些信息,对于任何入侵者来说,密码都显示为噪声。与经典的远程医疗中基于混沌的加密技术相比,所提出的多用户方案能够有效地支持高噪声和干扰攻击,在某些场景中,当向加密传输信号添加高 AWGN 噪声时,加密传输信号的 BER、MSE 和 PSNR 非常低,恢复的生物信号非常低,而该方案的 PSNR 非常高。此外,加密过程在密钥方面具有足够的密钥空间和高灵敏度。还对所提出的方法和最近的现有工作进行了比较分析。

结论

患者可以远程及时监测和诊断,所有的医疗信息都安全地传输给正确的专家。此外,还可以在安全的多用户网络中以低成本在单个通道中传输多个电生理信号,从而优化远程医疗应用的可用带宽的使用。

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