Optimal coding for bit-rate limited networked control systems in the presence of data loss

Optimal coding for bit-rate limited networked control systems in the presence of data loss
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DOI:
10.1109/cdc.2007.4434496
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发表时间:
2007-12
期刊:
2007 46th IEEE Conference on Decision and Control
影响因子:
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通讯作者:
Eduardo I. Silva;D. Quevedo;G. Goodwin
Eduardo I. Silva;D. Quevedo;G. Goodwin
中科院分区:
其他
文献类型:
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作者:
Eduardo I. Silva;D. Quevedo;G. Goodwin

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本文研究了SISO LTI对象模型的网络控制,其中通信信道同时受到量化和数据丢失的影响。使用一个标准的信号-噪声比约束的白色噪声模型的量化,我们推导出编码器-解码器对,最大限度地减少了闭环性能上的信道伪影的影响。此外,我们提供了一个简单的必要和充分条件,保证所考虑的网络控制系统架构的稳定性。
This paper studies networked control of SISO LTI plant models, where the communication channel is subject to both quantization and data dropouts. Using a standard signal-to-noise ratio constrained white noise model for quantization, we derive coder-decoder pairs that minimize the impact of channel artifacts on closed loop performance. In addition, we provide a simple necessary and sufficient condition that guarantees the stability of the considered networked control system architecture.