nonlinearsystemsThe paper gives a commentary of certain aspects of functional series theory having relevance to nonlinear system identification. After some remarks on system approximation using Fr茅cnet's theorem, the paper examines various representations of the Wiener expansion and their relation to the...
nonlinear modelstormsbasinsstoragepeakflowrainfallThe parameters of a nonlinear model, a case of General Hydrologic System (GHS) model, proposed by Kulandaiswamy are examined by using 116 storms in 11 basins. A study of the relationship of storage at peak and peakflow indicates: (i) the ...
The formulation is based on a nonlinear finite element approach in which a multibody system is modeled as an assembly of rigid body elements interconnected by joint elements such as flexible hinges and beams. The proposed formulation is general in nature and can be applied for prototype modeling ...
The former is for rescaling, the latter for unified understanding with a fixed scale unit. As applications of these representations, the corresponding entropy and the general probability expression for unified understanding with a fixed scale unit are presented. For the theoretical study of nonlinear ...
However, nonlinear systems require more sophisticated exploration strategies for information acquisition. Addressing this challenge via the principle of optimism in the face of uncertainty, the paper proposes the Lower Confidence-based Continuous Control (LC3...
However, nonlinear systems require more sophisticated exploration strategies for information acquisition. Addressing this challenge via the principle of optimism in the face of uncertainty, the paper proposes the Lower Confidence-based Continuous Control (LC3) algorithm, a model-based approach that ...
The Holo-Hilbert spectral analysis (HHSA) method is introduced to cure the deficiencies of traditional spectral analysis and to give a full informational representation of nonlinear and non-stationary data. It uses a nested empirical mode decomposition and Hilbert–Huang transform (HHT) approach to ...
Linear system state estimation of this chapter sets a stage to nonlinear state estimation approaches, which are being elaborated in lateral chapters of this book. This chapter describes the contents such as the mathematical representation of a system and its associated variables in state space domain...
RNNs perform linear mappings of the input and output of the data and can also do a combination of linear and nonlinear transformations within the layers of the network. As the data flows through the network, weights and biases are adjusted, which act like linear transformations. Then, ...
Coastal Acoustic Tomography of the Neko-Seto Channel with a Focus on the Generation of Nonlinear Tidal Currents—Revisiting the First Experiment. Remote Sens. 2022, 14, 1699. [Google Scholar] [CrossRef] Huang, H.; Xu, S.; Xie, X.; Guo, Y.; Meng, L.; Li, G. Continuous Sensing of...