This paper addresses the problem of distributed state estimation via multiple access channels (MACs). We consider a scenario where two encoders are simultaneously communicating their measurements through a noisy channel. Firstly, the zero-error capacity region of the general M-input, single-output MAC is characterized using tools from nonstochastic information theory. Next, we show that a tight condition to be able to achieve uniformly bounded state estimation errors can be given in terms of the channel zero-error capacity region. This criterion relates the channel properties to the plant dynamics. These results pave the way towards understanding information flows in networked control systems with multiple transmitters.
翻译:本文涉及通过多个接入渠道进行分布式国家估算的问题。 我们考虑了两种编码器同时通过一个吵闹的频道进行测量的情景。 首先, 通用M- 投入、 单输出MAC 的零高度能力区域使用非随机信息理论工具来描述。 其次, 我们表明, 能够实现统一约束性国家估算错误的严格条件可以在频道0- eror 能力区域给出。 这个标准将频道特性与植物动态联系起来。 这些结果为理解带多个发射机的网络化控制系统的信息流动铺平了道路。