论文标题
使用水库计算机创建新的混乱信号
Creating New Chaotic Signals with Reservoir Computers
论文作者
论文摘要
尽管有许多关于混乱在通信，雷达，声纳，随机信号产生，通道均衡等领域的潜在应用的出版物，但设计连续的混沌系统仍然是一个未解决的问题。有许多用于应用程序的众所周知的混乱系统，但是如果要广泛使用任何应用程序，则需要某种产生许多不同混沌信号的方式。这项工作表明，可以使用储层计算机创建一组混乱的信号，这些信号与具有理想属性的混乱信号很容易区分。通过一个简单的通信示例证明了区分新信号的能力。
While there have been many publications on potential applications of chaos to fields such as communications, radar, sonar, random signal generation, channel equalization and others, designing continuous chaotic systems is still an unsolved problem. There are a number of well known chaotic systems used for applications, but if any application is to become widely used, some way of generating many different chaotic signals is necessary. This work shows that one may use a reservoir computer to create a set of chaotic signals that are correlated but easily distinguishable from one chaotic signal with desirable properties. The ability to distinguish the new signals is demonstrated with a simple communications example.
