A5100720849- Neural Networks Stability and Synchronization
- Stability and Control of Uncertain Systems
- Distributed Control Multi-Agent Systems
- stochastic dynamics and bifurcation
- Neural Networks and Applications
- Adaptive Dynamic Programming Control
- Advanced Memory and Neural Computing
- Stability and Controllability of Differential Equations
- Mathematical and Theoretical Epidemiology and Ecology Models
- Simulation and Modeling Applications
- Industrial Technology and Control Systems
- Nonlinear Dynamics and Pattern Formation
- Indoor and Outdoor Localization Technologies
- Network Security and Intrusion Detection
- Energy Efficient Wireless Sensor Networks
- Power Systems and Renewable Energy
- Advanced Computational Techniques and Applications
- Evaluation and Optimization Models
- Adaptive Control of Nonlinear Systems
- Software-Defined Networks and 5G
- Hydrocarbon exploration and reservoir analysis
- Software Engineering Research
- Semantic Web and Ontologies
- Advanced MIMO Systems Optimization
- Advanced Algorithms and Applications
Hohai University
2013-2025
Ministry of Education of the People's Republic of China
2018-2025
Huazhong University of Science and Technology
2010-2024
Anhui Jianzhu University
2023
Liaoning University of Technology
2022
Southeast University
2018-2022
Linyi University
2022
Yonsei University
2022
Yantai University
2022
Southeast University
2022
A secondary delay partitioning method is proposed to study the stability problem for a class of recurrent neural networks (RNNs) with time-varying delay. The total interval first divided into two parts, and then each part further several subintervals. To deal state variables associated these subintervals, an extended reciprocal convex combination approach double integral term variable upper lower limits as Lyapunov functional are proposed, which help obtain criterion. main feature result...
This article is concerned with average consensus of multi-agent systems via intermittent event-triggered strategy. First, a novel condition designed and the corresponding piecewise differential inequality for established. Using established inequality, several criteria on are obtained. Second, optimality has been investigated based consensus. The optimal strategy in sense Nash equilibrium local Hamilton-Jacobi-Bellman equation derived. Third, adaptive dynamic programming algorithm its neural...
This paper investigates the time-varying formation-tracking (TVFT) problem for multi-UAV systems (MUSs), where followers need to achieve a predefined formation configuration while tracking leader’s state. In order reduce consumption of communication resources, an adaptive event-triggered mechanism (AETM) is designed. By combining advantages technique and (ETM), UAVs can realize intermittent without relying on global information. Secondly, improve flexibility trajectories, TVFT consensus...
In this paper, the <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$p$ </tex-math></inline-formula> th moment input-to-state exponential stability for delayed recurrent neural networks (DRNNs) with Markovian switching is studied. By using stochastic analysis techniques and classical Razumikhin techniques, a generalized vector notation="LaTeX">$ {\mathcal {L}}$ -operator differential inequality including...
This article investigates the intermittent event-triggered optimal leader-following consensus for nonlinear multi-agent systems (MASs) utilizing actor-critic algorithm. First, we propose a novel distributed control strategy, and sufficient criterion is obtained to guarantee of MASs by establishing piecewise differential inequality. Next, strategy delicately given. Remarkably, optimality proven based on policy iteration convergence closed-loop system also proved Lyapunov stability theory....
This paper established the vector Razumikhin-type theorem on exponential stability for stochastic functional differential systems by analysis techniques and property of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${M}$ </tex-math></inline-formula> -Matrix. Several novel criteria with notation="LaTeX">$ {\mathscr {L}}$ -operator inequalities delay systems, especially some which includes cross-item, were...
In this paper, we investigate the energy-efficient transmission problem by resource allocation in SCMA networks. We formulate it as an optimization to maximize network energy efficiency (EE) subject quality-of-service (QoS) requirements, codebook assignment, power allocation, and subcarrier reuse constraints. Due its mixed combinatory, separate assignment devise suboptimal but cost- efficient algorithms. With equally distributed, first propose a novel scheme assign codebooks. then develop...
In this article, the optimal leader-following consensus of nonlinear second-order delayed multiagent systems with input constraints is addressed. To begin with, a novel intermittent event-triggered (IET) control protocol proposed, and time-delay piecewise differential inequality established to effectively integrate state delay, control, strategy. Then, by proposed inequality, two criteria for its optimality under saturation are derived successively. Furthermore, constrained-input PI...
A new type of asymptotic stability for nonlinear hybrid neutral stochastic systems with constant delays was investigated recently, where the criteria depended on delays' sizes. Unfortunately, developed theory so far is not sufficient to deal challenging problems decay rate, time-varying delays, and nonautonomous issues. These have been tackled in existing literature. Consequently, under weak constraints, this article focuses general decay, including exponential polynomial stability, by...
Abstract Reviews in App stores are a massive and fast‐growing data resource for developers to understand user experiences their needs. Studies show that users often express sentiments on features reviews, this information is important the development evolution of Apps. To help gain such efficiently, paper proposes method using descriptions, another typical stores, guide analysis reviews. Firstly, we extract from then summarize them topics as high‐level information; results formalized...