DOI

In this paper, we develop a communication protocol for the observation of discrete time, possibly unstable, dynamical systems over communication channels with limited communication capacity. We develop an observer based on the upper box dimension for one-way communication channels that leads to a certain type of observability. This communication scheme preserves observability under communication losses which makes the communication scheme robust towards communication losses without feedback in the communication channel. Using Lyapunov-like techniques, we provide bounds on the minimum communication rate required to implement this observer. We also use the Lyapunov dimension to provide analytical upper bounds on the communication rate. We compute an analytical upper bound and an exact expression for the Lyapunov dimension of the smoothened Lozi map. This bound is then tested in simulations of the communication protocol for the observation problem of the smoothened Lozi map.

Язык оригиналаанглийский
Название основной публикации57th IEEE Conference on Decision and Control, CDC 2018
ИздательInstitute of Electrical and Electronics Engineers Inc.
Страницы3355-3360
ISBN (электронное издание)9781538613955
DOI
СостояниеОпубликовано - 18 янв 2019
Событие57th IEEE Conference on Decision and Control, CDC 2018 - Miami, Соединенные Штаты Америки
Продолжительность: 17 дек 201819 дек 2018

Серия публикаций

НазваниеProceedings of the IEEE Conference on Decision and Control
Том2018-December
ISSN (печатное издание)0743-1546

конференция

конференция57th IEEE Conference on Decision and Control, CDC 2018
Страна/TерриторияСоединенные Штаты Америки
ГородMiami
Период17/12/1819/12/18

    Предметные области Scopus

  • Системотехника
  • Моделирование и симуляция
  • Теория оптимизации

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