Search Results - "C.-L. Chen"

Event-Trigger-Based Finite-Time Fuzzy Adaptive Control for Stochastic Nonlinear System With Unmodeled Dynamics by Sui, Shuai, Chen, C. L. Philip, Tong, Shaocheng

“…This article investigates the problem of finite-time fuzzy adaptive event-triggered control design for stochastic nonlinear nonstrict feedback systems with…”
Get full text

Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification by Feng, Shuang, Chen, C.L. Philip

“…A novel neuro-fuzzy model named fuzzy broad learning system (BLS) is proposed by merging the Takagi-Sugeno (TS) fuzzy system into BLS. The fuzzy BLS replaces…”
Get full text

Finite-Time Filter Decentralized Control for Nonstrict-Feedback Nonlinear Large-Scale Systems by Sui, Shuai, Tong, Shaocheng, Chen, C. L. Philip

“…This paper solves the finite-time decentralized control problem for uncertain nonlinear large-scale systems in nonstrict-feedback form. The considered…”
Get full text

Underwater Internet of Things in Smart Ocean: System Architecture and Open Issues by Qiu, Tie, Zhao, Zhao, Zhang, Tong, Chen, Chen, Chen, C. L. Philip

“…The development of the smart ocean requires that various features of the ocean be explored and understood. The Underwater Internet of Things (UIoT), an…”
Get full text

Neural Network Filtering Control Design for Nontriangular Structure Switched Nonlinear Systems in Finite Time by Sui, Shuai, Chen, C. L. Philip, Tong, Shaocheng

“…This paper solves the finite-time switching control issue for the nonstrict-feedback nonlinear switched systems. The controlled plants contain immeasurable…”
Get full text

Simplified Optimized Backstepping Control for a Class of Nonlinear Strict-Feedback Systems With Unknown Dynamic Functions by Wen, Guoxing, Chen, C. L. Philip, Ge, Shuzhi Sam

“…In this article, a control scheme based on optimized backstepping (OB) technique is developed for a class of nonlinear strict-feedback systems with unknown…”
Get full text

Guide Subspace Learning for Unsupervised Domain Adaptation by Zhang, Lei, Fu, Jingru, Wang, Shanshan, Zhang, David, Dong, Zhaoyang, Chen, C. L. Philip

“…A prevailing problem in many machine learning tasks is that the training (i.e., source domain) and test data (i.e., target domain) have different distribution…”
Get full text

Changes in trends and pattern of strong opioid prescribing in primary care by Zin, C.S., Chen, L.-C., Knaggs, R.D.

“…Background This study evaluated the prescribing trends of four commonly prescribed strong opioids in primary care and explored utilization in non‐cancer and…”
Get full text

Design and Implementation of Deep Neural Network-Based Control for Automatic Parking Maneuver Process by Chai, Runqi, Tsourdos, Antonios, Savvaris, Al, Chai, Senchun, Xia, Yuanqing, Chen, C. L. Philip

“…This article focuses on the design, test, and validation of a deep neural network (DNN)-based control scheme capable of predicting optimal motion commands for…”
Get full text

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture by Chen, C. L. Philip, Liu, Zhulin

“…Broad Learning System (BLS) that aims to offer an alternative way of learning in deep structure is proposed in this paper. Deep structure and learning suffer…”
Get full text

Fuzzy Adaptive Quantized Control for a Class of Stochastic Nonlinear Uncertain Systems by Zhi Liu, Fang Wang, Yun Zhang, Philip Chen, C. L.

“…In this paper, a fuzzy adaptive approach for stochastic strict-feedback nonlinear systems with quantized input signal is developed. Compared with the existing…”
Get full text

Formation Control of Leader-Follower Mobile Robots' Systems Using Model Predictive Control Based on Neural-Dynamic Optimization by Hanzhen Xiao, Zhijun Li, Chen, C. L. Philip

“…In this paper, a neural-dynamic optimization-based nonlinear model predictive control (NMPC) is developed for controlling leader-follower mobile robots…”
Get full text

Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising by Ye, Hailiang, Li, Hong, Chen, C. L. Philip

“…This article proposes a novel regularization deep cascade broad learning system (DCBLS) architecture, which includes one cascaded feature mapping nodes layer…”
Get full text

Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems by Zhao, Kai, Song, Yongduan, Meng, Wenchao, Chen, C. L. Philip, Chen, Long

“…For pure-feedback nonlinear systems under asymmetric output constraint, we present a low-cost neuroadaptive tracking control solution with salient features…”
Get full text

On the Accuracy-Complexity Tradeoff of Fuzzy Broad Learning System by Feng, Shuang, Chen, C. L. Philip, Xu, Lili, Liu, Zhulin

“…The fuzzy broad learning system (FBLS) is a recently proposed neuro-fuzzy model that shares the similar structure of a broad learning system (BLS). It shows…”
Get full text

Multiobjective Overtaking Maneuver Planning for Autonomous Ground Vehicles by Chai, Runqi, Tsourdos, Antonios, Savvaris, Al, Chai, Senchun, Xia, Yuanqing, Philip Chen, C. L.

“…Constrained autonomous vehicle overtaking trajectories are usually difficult to generate due to certain practical requirements and complex environmental…”
Get full text

Deep Fuzzy Clustering-A Representation Learning Approach by Feng, Qiying, Chen, Long, Chen, C. L. Philip, Guo, Li

“…Fuzzy clustering is a classical approach to provide the soft partition of data. Although its enhancements have been intensively explored, fuzzy clustering…”
Get full text

Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification by Du, Jie, Vong, Chi-Man, Chen, C. L. Philip

“…High accuracy of text classification can be achieved through simultaneous learning of multiple information, such as sequence information and word importance …”
Get full text

Output-Feedback Adaptive Neural Control for Stochastic Nonlinear Time-Varying Delay Systems With Unknown Control Directions by Tieshan Li, Zifu Li, Dan Wang, Chen, C. L. Philip

“…This paper presents an adaptive output-feedback neural network (NN) control scheme for a class of stochastic nonlinear time-varying delay systems with unknown…”
Get full text

Neural Networks-Based Adaptive Control for Nonlinear State Constrained Systems With Input Delay by Li, Da-Peng, Liu, Yan-Jun, Tong, Shaocheng, Chen, C. L. Philip, Li, Dong-Juan

“…This paper addresses the problem of adaptive tracking control for a class of strict-feedback nonlinear state constrained systems with input delay. To alleviate…”
Get full text