多通信参数下带消息队列的MIMO信息时滞系统性能分析

Performance Analysis of MIMO Information Time-Delay Systems With Message Queue Under Multiple Communication Parameters

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 31
ABS 3

中文导读

分析了多输入多输出信息时滞系统在消息队列、带宽、丢包和噪声影响下的性能,发现系统性能受不稳定零点、时延等固有属性及网络因素共同影响,且不同排队规则下性能不同。

Abstract

A multiple-input–multiple-output (MIMO) infor-mation time-delay system (ITDS) has certain performance limitations due to message queue, additive Gaussian white noise (AGWN), bandwidth, and packet loss. This study analyzes the difference of system performance when the servers process message queue independently and cooperatively in detail. In addition, by partial factorization, inner–outer factorization, and the spectrum decomposition method, the performance expression under 2-degree-of-freedom (2DOF) controller has been obtained. The results show that the performance of ITDS is influenced not only by the inherent properties of system, including unstable zeros, time delay, nonminimum phase (NMP) zeros, and their directions in the given device but also by network factors, such as bandwidth, packet loss, and AGWN. Finally, the simulation verifies that even for the same parameters, under different queuing rules, the system has different performances.

控制理论通信网络排队论多输入多输出系统