MODEL OF A CHAOTIC ULTRA-WIDEBAND INFORMATION TRANSMISSION SYSTEM FOR WIRELESS SENSOR NETWORKS

Maksym Slobodian
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Abstract

Distributer measuring systems, consisting of interconnected wireless sensor nodes with autonomous supply, have plenty of applications in different areas of engineering end technology. Therefore, wireless sensor network design and optimization is a vital problem in informational technologies and computer engineering. Regardless of particular application and architecture, a wireless sensor network consists of several small sensor nodes somehow distributed in an area of inspection. Such a design ensures a distributed parameter measuring, according to which, each node performs preprocessing procedures for the data, which are to be aggregated by a so-called sink node and sent via other networks, e.g., wired or wireless local area network. For healthcare solutions, it is important to ensure a stable connection with the network and server back-end to provide a high-level analysis based on predicting methods of machine learning algorithms. This paper describes an application of an ultra-wideband communication model based on chaos synchronization as a low-power and efficient alternative solution for building wireless sensor networks. Thus, using chaotic signals as information carriers in wireless communication has several advantages, including a wide smooth spectrum, high information capability, cybersecurity, and low power consumption. The synchronization problem is one of the most vital tasks to be solved to design a chaos application for ultra-wide-band communication. Being well-studied for periodic signals, modern synchronization theory contains plenty of solutions for classical telecommunication and radio engineering systems, however, it is not developed enough for chaotic systems. Hence, a one-directional dissipative synchronization between two Chen systems is studied in the first section. The second section is devoted to the computer simulation of the model, described in the previous section. All the models built and the simulations performed have been done using MATLAB/Simulink software. The negative impact of channel noise and inequality of system parameters is considered. The possible way how to improve technical characteristics is also provided. Proposed models are to be used to design and develop low-cost wireless sensor networks for multi-channel healthcare solutions.
一种用于无线传感器网络的混沌超宽带信息传输系统模型
分布式测量系统由具有自主供电功能的无线传感器节点组成,在工程终端技术的不同领域有着广泛的应用。因此,无线传感器网络的设计与优化是信息技术和计算机工程中的一个重要问题。无论特定的应用和架构如何,无线传感器网络由几个以某种方式分布在检测区域的小传感器节点组成。这样的设计保证了分布式参数测量,每个节点据此对数据执行预处理程序,这些数据将由一个所谓的汇聚节点聚合,并通过其他网络(例如有线或无线局域网)发送。对于医疗保健解决方案,必须确保与网络和服务器后端有稳定的连接,以提供基于机器学习算法预测方法的高级分析。本文介绍了一种基于混沌同步的超宽带通信模型的应用,作为构建无线传感器网络的一种低功耗、高效的替代方案。因此,在无线通信中使用混沌信号作为信息载体具有频谱宽、平滑度高、信息能力强、网络安全、功耗低等优点。同步问题是设计超宽带混沌通信应用程序所要解决的关键问题之一。现代同步理论对周期信号研究得很好,对经典通信和无线电工程系统有很多解决方案,但对混沌系统还不够成熟。因此,第一部分研究了两个Chen系统之间的单向耗散同步。第二节专门讨论前一节中描述的模型的计算机模拟。采用MATLAB/Simulink软件建立模型并进行仿真。考虑了信道噪声和系统参数不平等的负面影响。提出了提高技术特性的可能途径。提出的模型将用于设计和开发用于多渠道医疗保健解决方案的低成本无线传感器网络。
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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