Latency-Reliability Tradeoffs for State Estimation
نویسندگان
چکیده
The emerging interest in low-latency high-reliability applications, such as connected vehicles, necessitates a new abstraction between communication and control. Thanks to advances cyber-physical systems over the past decades, we understand this interface for classical bit-rate models of channels well packet-loss-type channels. This article proposes characterized tradeoff curve latency, reliability, rate. Our aim is understand-do (control engineers) prefer faster but less reliable communications (with shorter codes), or slower more longer codes)? In article, examine tradeoffs latency reliability problem estimating dynamical Employing different latency-reliability curves derived from practical coding schemes, develop cross-layer design methodology, i.e., select code length depending on system dynamics optimize performance.
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ژورنال
عنوان ژورنال: IEEE Transactions on Automatic Control
سال: 2021
ISSN: ['0018-9286', '1558-2523', '2334-3303']
DOI: https://doi.org/10.1109/tac.2020.2992563