Article-Journal

Adaptive Event-Triggered Control for Multi-Agent Systems with State Time-Delays and Full State Constraints

This paper proposes an innovative adaptive event-triggered control strategy for a class of state time-delays nonlinear multi-agent systems (MASs) with full state constraints. …

zhaoyi-zong

基于深度胶囊网络融合模型的多声音事件检测

传统的胶囊网络架构是基于动态路由机制实现的,需要大量迭代和向量计算来更新权值系数,并且胶囊之间不存在信息共享,导致信息冗余。针对这一缺陷,本工作提出了一种基于融合深度胶囊网络的多声音事件检测模型,在门控卷积和3D卷积下通过动态路由减少了特征重叠导致的信息冗余,并且对原始特征进行编码,将其用于特征信息补充,提高了训练次数模型的速度和准确性。本工作使用 …

qingzhou-jiang

A Transfer Learning–CNN Framework for Marine Atmospheric Pollutant Inversion Using Multi-Source Data Fusion

The concentration characteristics of SO2, NO2, O3, and CO in the marine atmosphere are of great significance for understanding air-sea interactions and regional atmospheric …

xiaoling-li

Design of Event-Triggered Adaptive Finite-Time Controller for Full-State Constrained Stochastic Nonlinear Systems with Unknown Control Directions

In this article, the problem of event-triggered (ET) adaptive finite-time tracking control is investigated for full-state constrained stochastic nonlinear systems with unknown …

zhongkun-feng

Attention-Enhanced Deep Learning Model for Reconstruction and Downscaling of Thermocline Depth in the Tropical Indian Ocean

Accurate estimation of high-resolution thermocline depth is important for investigating ocean processes and climate variability on multiple scales. Due to the sparse coverage and …

zhongkun-feng

不同长径比单桩在粉土中的p-y模型研究

单桩是海上风电工程中最常用的基础形式,桩-土相互作用关系是桩基设计中需要重点考虑的因素。现有设计规范中的推荐公式适用于砂土和黏土这两种极端土质。然而,在全球范围内广泛分布着兼具砂土和黏土特性(非零内聚力和非零摩擦角)的过渡土质——粉土。若仅考虑单一土质特性,可能会造成桩基设计的不经济性和不可靠性。此外,传统的p-y模型主要针对单一长径比的桩基,而对于长径比动 …

xiaomin-li

New Design to Adaptive Neural Asymptotic Tracking Control for a Class of Uncertain Stochastic Nonlinear Systems With Unknown Input Constraints

In this paper, we present a new scheme to design an adaptive neural backstepping tracking controller for a class of stochastic nonlinear systems with unknown input constraints …

yiyun-liu

ASiT-CRNN: A Method for Sound Event Detection with Fine-Tuning of Self-Supervised Pre-Trained ASiT-based Model

This paper presents a practical predefined time control approach for nonlinear multi-agent systems with input saturation. A novel predefined time command filter, constructed using …

weijie-hao

CO textsubscript2 Emission Dispersion of Multiple Point Sources in the Localized Regions Together with Its Intensity Inversion Model

The rapid and stable monitoring of CO2 emissions from point sources in localized regions remains a key challenge in energy conservation and emission reduction efforts. To address …

hanlin-xiao

Multi-Routine-Data Driven Spatio-Temporal Short-Term Predictions for Surface Ozone in China

Ozone (O3) is a major atmospheric pollutant, and accurate prediction of its concentrations remains challenging due to its complex nonlinear relationships with precursor compounds. …

canju-zheng