State-aware resource allocation for wireless closed-loop control based on multi-connectivity

L Scheuvens, P Schulz, T Hößler… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
GLOBECOM 2020-2020 IEEE Global Communications Conference, 2020ieeexplore.ieee.org
Control communications co-design enables robust and scalable wireless closed-loop
control system design. We study the metric “control-communications availability” that allows
consecutive errors until the control application is deemed dysfunctional. Multi-connectivity
helps increasing the network availability, but there is a lack of dynamic and resource efficient
link management. Thus, we propose the “state-aware resource allocation” scheme, whereby
parallel links can be assigned adaptively to a given connection, depending on the number of …
Control communications co-design enables robust and scalable wireless closed-loop control system design. We study the metric “control-communications availability” that allows consecutive errors until the control application is deemed dysfunctional. Multi-connectivity helps increasing the network availability, but there is a lack of dynamic and resource efficient link management. Thus, we propose the “state-aware resource allocation” scheme, whereby parallel links can be assigned adaptively to a given connection, depending on the number of previously, consecutively lost packets. We develop a Markov chain that captures the novel resource allocation approach suited for closed-loop wireless control applications. Our approach outperforms static dual connectivity by two orders of magnitude in terms of control-communications availability while reducing the amount of required resources to approximately half.
ieeexplore.ieee.org
以上显示的是最相近的搜索结果。 查看全部搜索结果