國際自適應控制與信號處理雜志關注的是估計器或控制器的設計、合成和應用,這些估計器或控制器需要自適應特性來應對不確定性。有關信號處理的論文也應該與自適應系統有一定的相關性。本雜志的重點是基于模型的控制設計方法,而不是啟發式或基于規則的控制設計方法。所有論文將包括重要的新材料。自適應系統和系統識別的理論和應用都是人們感興趣的領域。有關應用的論文可以包括實時信號處理和控制算法實現中的問題。自適應算法的穩定性、收斂性、魯棒性和數值方面也是合適的課題。控制器整定、濾波、網絡和開關理論等相關學科也受到關注。要解決的主要領域包括:自整定、自整定和模型參考自適應控制器非線性、魯棒和智能自適應控制器線性和非線性多變量系統辨識與估計線性變參數分布混合系統的辨識多重模型自適應控制自適應信號處理理論與算法多智能體系統中的自適應狀態監測系統故障檢測和隔離方法故障檢測和隔離方法容錯控制(系統監控和診斷)學習系統與自適應建模自適應信號處理與控制的實時算法自適應信號處理與控制應用自適應云架構和網絡物聯網的自適應機制自適應滑模控制
The International Journal of Adaptive Control and Signal Processing is concerned with the design, synthesis and application of estimators or controllers where adaptive features are needed to cope with uncertainties.Papers on signal processing should also have some relevance to adaptive systems. The journal focus is on model based control design approaches rather than heuristic or rule based control design methods. All papers will be expected to include significant novel material.Both the theory and application of adaptive systems and system identification are areas of interest. Papers on applications can include problems in the implementation of algorithms for real time signal processing and control. The stability, convergence, robustness and numerical aspects of adaptive algorithms are also suitable topics. The related subjects of controller tuning, filtering, networks and switching theory are also of interest. Principal areas to be addressed include:Auto-Tuning, Self-Tuning and Model Reference Adaptive ControllersNonlinear, Robust and Intelligent Adaptive ControllersLinear and Nonlinear Multivariable System Identification and EstimationIdentification of Linear Parameter Varying, Distributed and Hybrid SystemsMultiple Model Adaptive ControlAdaptive Signal processing Theory and AlgorithmsAdaptation in Multi-Agent SystemsCondition Monitoring SystemsFault Detection and Isolation MethodsFault Detection and Isolation MethodsFault-Tolerant Control (system supervision and diagnosis)Learning Systems and Adaptive ModellingReal Time Algorithms for Adaptive Signal Processing and ControlAdaptive Signal Processing and Control ApplicationsAdaptive Cloud Architectures and NetworkingAdaptive Mechanisms for Internet of ThingsAdaptive Sliding Mode Control
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