Embedded Network Test-Bed for Validating Real-Time Control Algorithms to Ensure Optimal Time Domain Performance

Ayan Mukherjee, A. Pakhira, Saptarshi Das, Indranil Pan, Amitava Gupta
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引用次数: 1

Abstract

The paper presents a Stateflow based network test-bed to validate real-time optimal control algorithms. Genetic Algorithm (GA) based time domain performance index minimization is attempted for tuning of PI controller to handle a balanced lag and delay type First Order Plus Time Delay (FOPTD) process over network. The tuning performance is validated on a real-time communication network with artificially simulated stochastic delay, packet loss and out-of-order packets characterizing the network.
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验证实时控制算法以确保最佳时域性能的嵌入式网络试验台
本文提出了一个基于状态流的网络试验台来验证实时最优控制算法。尝试基于遗传算法(GA)的时域性能指标最小化来调整PI控制器以处理网络上平衡滞后和延迟类型的一阶加时滞(FOPTD)过程。在一个实时通信网络中,通过人工模拟网络的随机延迟、丢包和乱序包等特征,验证了调优的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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