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IEEE Transactions on Systems, Man, and Cybernetics: Systems, Volume 51
Volume 51, Number 1, Part 1, January 2021
- Robert Kozma
, Imre J. Rudas
:
Editorial to the 50th Anniversary Issue. 2-4 - Edward W. Tunstel
, Manuel J. Cobo
, Enrique Herrera-Viedma
, Imre J. Rudas
, Dimitar P. Filev
, Ljiljana Trajkovic
, C. L. Philip Chen
, Witold Pedrycz
, Michael H. Smith
, Robert Kozma
:
Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions. 5-21 - Robert M. Haralick
, Ahmet Cem Yuksel:
The N-Tuple Subspace Classifier: Extensions and Survey. 22-39 - Andrew G. Barto
, Richard S. Sutton, Charles W. Anderson
:
Looking Back on the Actor-Critic Architecture. 40-50 - Stephen Grossberg
:
Toward Autonomous Adaptive Intelligence: Building Upon Neural Models of How Brains Make Minds. 51-75 - Kunihiko Fukushima
:
Artificial Vision by Deep CNN Neocognitron. 76-90 - James C. Bezdek
, James M. Keller
:
Streaming Data Analysis: Clustering or Classification? 91-102 - Bart Kosko
:
Bidirectional Associative Memories: Unsupervised Hebbian Learning to Bidirectional Backpropagation. 103-115 - Nan Li
, Ilya V. Kolmanovsky
, Anouck Girard
, Dimitar P. Filev
:
Fuzzy Encoded Markov Chains: Overview, Observer Theory, and Applications. 116-130 - Keith W. Hipel
, Liping Fang
:
The Graph Model for Conflict Resolution and Decision Support. 131-141 - Derong Liu
, Shan Xue, Bo Zhao
, Biao Luo
, Qinglai Wei
:
Adaptive Dynamic Programming for Control: A Survey and Recent Advances. 142-160 - Peng Shi
, Bing Yan
:
A Survey on Intelligent Control for Multiagent Systems. 161-175 - Derui Ding
, Qing-Long Han
, Xiaohua Ge
, Jun Wang
:
Secure State Estimation and Control of Cyber-Physical Systems: A Survey. 176-190 - Enrique Herrera-Viedma
, Iván Palomares, Cong-Cong Li
, Francisco Javier Cabrerizo
, Yucheng Dong
, Francisco Chiclana
, Francisco Herrera
:
Revisiting Fuzzy and Linguistic Decision Making: Scenarios and Challenges for Making Wiser Decisions in a Better Way. 191-208 - Zhulin Liu
, C. L. Philip Chen
, Shuang Feng
, Qiying Feng, Tong Zhang
:
Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model. 209-222 - Giancarlo Fortino
, Claudio Savaglio
, Giandomenico Spezzano, MengChu Zhou
:
Internet of Things as System of Systems: A Review of Methodologies, Frameworks, Platforms, and Tools. 223-236 - Jiewu Leng
, Shide Ye
, Man Zhou, J. Leon Zhao, Qiang Liu
, Wei Guo
, Wei Cao, Leijie Fu:
Blockchain-Secured Smart Manufacturing in Industry 4.0: A Survey. 237-252 - Xu-Meng Wang
, Xinhu Zheng
, Wei Chen, Fei-Yue Wang
:
Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions. 253-265 - Artúr István Károly
, Péter Galambos
, Jozsef Kuti
, Imre J. Rudas
:
Deep Learning in Robotics: Survey on Model Structures and Training Strategies. 266-279 - Shitij Kumar
, Celal Savur
, Ferat Sahin
:
Survey of Human-Robot Collaboration in Industrial Settings: Awareness, Intelligence, and Compliance. 280-297 - Chin-Teng Lin
, Tien-Thong Nguyen Do
:
Direct-Sense Brain-Computer Interfaces and Wearable Computers. 298-312
Volume 51, Number 1, Part 2, January 2021
- Vivek Venugopal
, Suresh Sundaram
:
Modified Sparse Representation Classification Framework for Online Writer Identification. 314-325 - Yue Wu, Jiuxiang Dong
:
Local Stabilization of Continuous-Time T-S Fuzzy Systems With Partly Measurable Premise Variables and Time-Varying Delay. 326-338 - Zhixiang Liu
, Youmin Zhang
, Chi Yuan
, Jun Luo:
Adaptive Path Following Control of Unmanned Surface Vehicles Considering Environmental Disturbances and System Constraints. 339-353 - Jing Yuan
, Shengming Zhang, Qinxuan Sun
, Gangdun Liu
, Jingxin Cai
:
Laser-Based Intersection-Aware Human Following With a Mobile Robot in Indoor Environments. 354-369 - Chengdong Yang
, Tingwen Huang
, Ancai Zhang
, Jianlong Qiu
, Jinde Cao
, Fuad E. Alsaadi
:
Output Consensus of Multiagent Systems Based on PDEs With Input Constraint: A Boundary Control Approach. 370-377 - Jinglin Zhou
, Hong Yue
:
Soft-Bound Interval Control System and Its Robust Fault-Tolerant Controller Design. 378-390 - Chao Ge, Ju H. Park
, Changchun Hua
, Xinping Guan
:
Nonfragile Consensus of Multiagent Systems Based on Memory Sampled-Data Control. 391-399 - Yuxuan Huang
, Jiajing Wu
, Wendi Ren
, Chi K. Tse
, Zibin Zheng
:
Sequential Restorations of Complex Networks After Cascading Failures. 400-411 - Qian Wang
, Haoyong Yu
, Zheng-Guang Wu
, Guoda Chen:
Stability Analysis for Input Saturated Discrete-Time Switched Systems With Average Dwell-Time. 412-419 - Long-Hao Yang
, Jun Liu, Ying-Ming Wang, Luis Martínez
:
A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems. 420-440 - Zhongyi Zhao
, Zidong Wang
, Lei Zou
, Ge Guo
:
Finite-Time State Estimation for Delayed Neural Networks With Redundant Delayed Channels. 441-451 - Jialei Bao
, Huanqing Wang
, Peter Xiaoping Liu
, Chao Cheng
:
Fuzzy Finite-Time Tracking Control for a Class of Nonaffine Nonlinear Systems With Unknown Dead Zones. 452-463 - Le Wu
, Peijie Sun
, Richang Hong
, Yong Ge
, Meng Wang:
Collaborative Neural Social Recommendation. 464-476 - Wuquan Li
, Lu Liu
, Gang Feng
:
Distributed Output-Feedback Tracking of Multiple Nonlinear Systems With Unmeasurable States. 477-486 - Shengli Du
, Junfei Qiao
, Daniel W. C. Ho
, Lijun Zhu
:
Fixed-Time Cooperative Relay Tracking in Multiagent Surveillance Networks. 487-496 - Keqi Mei
, Shihong Ding
:
Second-Order Sliding Mode Controller Design Subject to an Upper-Triangular Structure. 497-507 - Dong Huang
, Chang-Dong Wang
, Hongxing Peng
, Jianhuang Lai
, Chee-Keong Kwoh
:
Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities. 508-520 - Fanghai Zhang
, Zhigang Zeng
:
Multiple ψ-Type Stability of Cohen-Grossberg Neural Networks With Unbounded Time-Varying Delays. 521-531 - Yu Zhao
, Qixiu Duan, Guanghui Wen
, Dong Zhang
, Bohui Wang
:
Time-Varying Formation for General Linear Multiagent Systems Over Directed Topologies: A Fully Distributed Adaptive Technique. 532-541 - Shanmugam Lakshmanan
, Young Hoon Joo
:
Design of Interval Type-2 Fuzzy-Based Sampled-Data Controller for Nonlinear Systems Using Novel Fuzzy Lyapunov Functional and its Application to PMSM. 542-551 - Zhipei Hu
, Feiqi Deng
, Peng Shi
, Cheng-Chew Lim
:
A New Approach to Characterize Successive Packet Losses in Stochastic Networked Systems. 552-560 - Ying Cui, Yurong Liu
, Wenbing Zhang
, Fuad E. Alsaadi
:
Sampled-Based Consensus for Nonlinear Multiagent Systems With Deception Attacks: The Decoupled Method. 561-573 - Bing-Chuan Wang
, Han-Xiong Li
, Qingfu Zhang, Yong Wang
:
Decomposition-Based Multiobjective Optimization for Constrained Evolutionary Optimization. 574-587 - Yang Yang
, Jie Tan, Dong Yue
, Xiangpeng Xie
, Wenbin Yue
:
Observer-Based Containment Control for a Class of Nonlinear Multiagent Systems With Uncertainties. 588-600 - Hongjiu Yang
, Lei Cheng
, Jinhui Zhang
, Yuanqing Xia
:
Leader-Follower Trajectory Control for Quadrotors via Tracking Differentiators and Disturbance Observers. 601-609 - Xin Luo
, Zhigang Liu
, Shuai Li
, Mingsheng Shang
, Zidong Wang
:
A Fast Non-Negative Latent Factor Model Based on Generalized Momentum Method. 610-620 - Jose Ignacio Aizpurua
, Victoria M. Catterson, Brian G. Stewart
, Stephen D. J. McArthur
, Brandon Lambert, James G. Cross
:
Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics. 621-633 - Ya-Hui Jia
, Wei-Neng Chen
, Huaqiang Yuan, Tianlong Gu, Huaxiang Zhang
, Ying Gao
, Jun Zhang
:
An Intelligent Cloud Workflow Scheduling System With Time Estimation and Adaptive Ant Colony Optimization. 634-649 - Tiong Teck Teo
, Logenthiran Thillainathan, Wai Lok Woo
, Khalid Abidi
:
Intelligent Controller for Energy Storage System in Grid-Connected Microgrid. 650-658 - Samrat Dutta, Laxmidhar Behera
, Saeid Nahavandi
:
Skill Learning From Human Demonstrations Using Dynamical Regressive Models for Multitask Applications. 659-672
Volume 51, Number 2, Part 1, February 2021
- Yunfei Yin
, Jianxing Liu
, Wensheng Luo
, Ligang Wu
, Sergio Vazquez
, José I. Leon, Leopoldo García Franquelo:
Adaptive Control for Three-Phase Power Converters With Disturbance Rejection Performance. 674-685 - Wen Shi
, Peter Xiaoping Liu
, Minhua Zheng:
Bleeding Simulation With Improved Visual Effects for Surgical Simulation Systems. 686-695 - Jichao Li
, Danling Zhao, Jiang Jiang
, Kewei Yang, Yingwu Chen:
Capability Oriented Equipment Contribution Analysis in Temporal Combat Networks. 696-704 - Seok-Kyoon Kim
, Choon Ki Ahn
, Ramesh K. Agarwal
:
Position-Tracking Controller for Two-Wheeled Balancing Robot Applications Using Invariant Dynamic Surface. 705-711 - Zhongyang Fei
, Shuang Shi
, Tong Wang
, Choon Ki Ahn
:
Improved Stability Criteria for Discrete-Time Switched T-S Fuzzy Systems. 712-720 - Yinyan Zhang
, Shuai Li
, Liefa Liao:
Consensus of High-Order Discrete-Time Multiagent Systems With Switching Topology. 721-730 - Jing Na
, Yashan Xing
, Ramon Costa-Castelló
:
Adaptive Estimation of Time-Varying Parameters With Application to Roto-Magnet Plant. 731-741 - Shuyi Shao
, Mou Chen
:
Adaptive Neural Discrete-Time Fractional-Order Control for a UAV System With Prescribed Performance Using Disturbance Observer. 742-754 - Zhipei Hu
, Peng Shi
, Jin Zhang
, Feiqi Deng
:
Control of Discrete-Time Stochastic Systems With Packet Loss by Event-Triggered Approach. 755-764 - Agustín Vicente, Shunyi Zhao, Biao Huang
:
Forward-Backward Smoothers With Finite Impulse Response Structure. 765-774 - Wenhai Qi
, Ju H. Park
, Guangdeng Zong
, Jinde Cao
, Jun Cheng
:
A Fuzzy Lyapunov Function Approach to Positive Ll Observer Design for Positive Fuzzy Semi-Markovian Switching Systems With Its Application. 775-785 - Hui Liu
, Xuanhong Xu, Jun-An Lu
, Guanrong Chen
, Zhigang Zeng
:
Optimizing Pinning Control of Complex Dynamical Networks Based on Spectral Properties of Grounded Laplacian Matrices. 786-796 - Zhaolin Lai, Xiang Feng
, Huiqun Yu
, Fei Luo:
A Parallel Social Spider Optimization Algorithm Based on Emotional Learning. 797-808 - Yong Shi
, Yunlong Mi
, Jinhai Li
, Wenqi Liu
:
Concept-Cognitive Learning Model for Incremental Concept Learning. 809-821 - Ning Wang, Xiao-Jian Li
:
Optimal Output Synchronization Control of a Class of Complex Dynamical Networks With Partially Unknown System Dynamics. 822-832 - Ridong Zhang
, Furong Gao
:
Two-Dimensional Iterative Learning Model Predictive Control for Batch Processes: A New State Space Model Compensation Approach. 833-841 - Deyuan Meng
, Jingyao Zhang
:
Robust Tracking of Nonrepetitive Learning Control Systems With Iteration-Dependent References. 842-852 - Lei Wang
, Quanyi Liang
, Zhikun She
, Jinhu Lü
, Qing-Guo Wang
:
A Decomposition Approach for Synchronization of Heterogeneous Complex Networks. 853-863 - Yue Wu, Jiuxiang Dong
:
Cyber-Physical Attacks Against State Estimators Based on a Finite Frequency Approach. 864-874 - Wenming Yang
, Changqing Hui
, Daren Sun, Xiang Sun, Qingmin Liao:
Clustering Through Probability Distribution Analysis Along Eigenpaths. 875-884 - Shuping He
, Weizhi Lyu, Fei Liu
:
Robust H∞ Sliding Mode Controller Design of a Class of Time-Delayed Discrete Conic-Type Nonlinear Systems. 885-892 - David Yang Gao
:
Canonical Duality Theory and Algorithm for Solving Bilevel Knapsack Problems With Applications. 893-904 - Leimin Wang
, Zhigang Zeng
, Ming-Feng Ge
:
A Disturbance Rejection Framework for Finite-Time and Fixed-Time Stabilization of Delayed Memristive Neural Networks. 905-915 - Xin Luo
, Dexian Wang
, MengChu Zhou
, Huaqiang Yuan:
Latent Factor-Based Recommenders Relying on Extended Stochastic Gradient Descent Algorithms. 916-926 - An Song
, Wei-Neng Chen
, Tianlong Gu, Huaqiang Yuan, Sam Kwong
, Jun Zhang
:
Distributed Virtual Network Embedding System With Historical Archives and Set-Based Particle Swarm Optimization. 927-942 - Jinliang Liu
, Zheng-Guang Wu
, Dong Yue
, Ju H. Park
:
Stabilization of Networked Control Systems With Hybrid-Driven Mechanism and Probabilistic Cyber Attacks. 943-953 - Cong Xu
, Dongbing Tong
, Qiaoyu Chen, Wuneng Zhou
, Peng Shi
:
Exponential Stability of Markovian Jumping Systems via Adaptive Sliding Mode Control. 954-964 - Xiaofan Liu
, Yongfang Xie
, Fanbiao Li
, Weihua Gui
:
Admissible Consensus for Homogenous Descriptor Multiagent Systems. 965-974 - Ben Niu
, Peiyong Duan
, Junqing Li, Xiaodi Li
:
Adaptive Neural Tracking Control Scheme of Switched Stochastic Nonlinear Pure-Feedback Nonlower Triangular Systems. 975-986 - Sweta Sharma
, Reshma Rastogi
, Suresh Chandra:
Large-Scale Twin Parametric Support Vector Machine Using Pinball Loss Function. 987-1003 - Tong Zhang
, Guoxi Su
, Chunmei Qing
, Xiangmin Xu
, Bolun Cai, Xiaofen Xing
:
Hierarchical Lifelong Learning by Sharing Representations and Integrating Hypothesis. 1004-1014
Volume 51, Number 2, Part 2, February 2021
- Seon Han Choi
, Bong Gu Kang, Tag Gon Kim:
A Heuristic Procedure for Selecting the Best Feasible Design in the Presence of Stochastic Constraints. 1016-1026 - Xuebo Yang
, Xiaolong Zheng
:
Gradient Descent Algorithm-Based Adaptive NN Control Design for an Induction Motor. 1027-1034 - Maolong Lv, Wenwu Yu, Simone Baldi
:
The Set-Invariance Paradigm in Fuzzy Adaptive DSC Design of Large-Scale Nonlinear Input-Constrained Systems. 1035-1045 - Yan Liu, Guang-Hong Yang
:
Distributed Robust Adaptive Optimization for Nonlinear Multiagent Systems. 1046-1053 - Xian Yang
, Jing Yan
, Changchun Hua
, Xinping Guan
:
Trajectory Tracking Control of Autonomous Underwater Vehicle With Unknown Parameters and External Disturbances. 1054-1063 - Nima Safaei
:
Premature Aircraft Maintenance: A Matter of Cost or Risk? 1064-1074 - Shi Li
, Choon Ki Ahn
, Jian Guo, Zhengrong Xiang
:
Global Output Feedback Sampled-Data Stabilization of a Class of Switched Nonlinear Systems in the p-Normal Form. 1075-1084 - Juan Liu
, Xiaoqun Wu
, Jinhu Lü
, Xiang Wei:
Infection-Probability-Dependent Interlayer Interaction Propagation Processes in Multiplex Networks. 1085-1096 - Yanan Zhu
, Wei Ren
, Wenwu Yu, Guanghui Wen
:
Distributed Resource Allocation Over Directed Graphs via Continuous-Time Algorithms. 1097-1106 - Bin Xu
, Xia Wang
, Zhongke Shi:
Robust Adaptive Neural Control of Nonminimum Phase Hypersonic Vehicle Model. 1107-1115 - Peijun Wang
, Guanghui Wen
, Xinghuo Yu
, Wenwu Yu, Ying Wan
:
Synchronization of Resilient Complex Networks Under Attacks. 1116-1127 - Saim Ahmed
, Haoping Wang
, Yang Tian:
Adaptive High-Order Terminal Sliding Mode Control Based on Time Delay Estimation for the Robotic Manipulators With Backlash Hysteresis. 1128-1137 - Xinfang Zhang
, Yanyan Gao, Jian Chen
, Kaixiang Zhang
:
An Efficient Method to Recover Relative Pose for Vehicle-Mounted Cameras Under Planar Motion. 1138-1148 - Le Zhang
, Jian Lan
, X. Rong Li
:
Performance Evaluation of Joint Tracking and Classification. 1149-1163 - Ling Zhao
, Chengfei Zheng, Yingjie Wang
, Bo Liu
:
A Finite-Time Control for a Pneumatic Cylinder Servo System Based on a Super-Twisting Extended State Observer. 1164-1173 - Vahid Azimi
, Tony Shu, Huihua Zhao, Rachel Gehlhar
, Dan Simon
, Aaron D. Ames
:
Model-Based Adaptive Control of Transfemoral Prostheses: Theory, Simulation, and Experiments. 1174-1191 - You Wu
, Xue-Jun Xie
:
Robust Adaptive Control for State-Constrained Nonlinear Systems With Input Saturation and Unknown Control Direction. 1192-1202 - Mohammad Pourmahmood Aghababa
:
Twofold Sliding Controller Design for Uncertain Switched Nonlinear Systems. 1203-1214 - Hao Liu
, Yanhu Wang
, Frank L. Lewis
:
Robust Distributed Formation Controller Design for a Group of Unmanned Underwater Vehicles. 1215-1223 - Yazdan Batmani
, Shahabeddin Najafi
:
Event-Triggered H∞ Depth Control of Remotely Operated Underwater Vehicles. 1224-1232 - Huaicheng Yan
, Hao Zhang, Xisheng Zhan
, Yueying Wang
, Shiming Chen
, Fuwen Yang
:
Event-Triggered Sliding Mode Control of Switched Neural Networks With Mode-Dependent Average Dwell Time. 1233-1243 - Andreas Nienkötter
, Xiaoyi Jiang
:
Distance-Preserving Vector Space Embedding for Consensus Learning. 1244-1257 - Dan Zhang
, Gang Feng
:
A New Switched System Approach to Leader-Follower Consensus of Heterogeneous Linear Multiagent Systems With DoS Attack. 1258-1266 - Zhengxin Wang
, Haibo He, Guo-Ping Jiang
, Jinde Cao
:
Quasi-Synchronization in Heterogeneous Harmonic Oscillators With Continuous and Sampled Coupling. 1267-1277 - Lin Zhao
, Jinpeng Yu
, Peng Shi
:
Command Filtered Backstepping-Based Attitude Containment Control for Spacecraft Formation. 1278-1287 - Chia-Wei Kuo
, Ching-Chih Tsai
, Chi-Tai Lee:
Intelligent Leader-Following Consensus Formation Control Using Recurrent Neural Networks for Small-Size Unmanned Helicopters. 1288-1301 - Dmitry Smirnov
, Alessandro Golkar
:
Design Optimization Using Game Theory. 1302-1312 - Fei Wang
, Guoguang Wen
, Zhaoxia Peng
, Tingwen Huang
, Yongguang Yu
:
Event-Triggered Consensus of General Linear Multiagent Systems With Data Sampling and Random Packet Losses. 1313-1321 - Hua Ma
, Wensheng Tang
, Haibin Zhu
, Hongyu Zhang
:
Resource Utilization-Aware Collaborative Optimization of IaaS Cloud Service Composition for Data-Intensive Applications. 1322-1333 - Menghua Chen
, Jian Sun
:
Input-Output Finite-Time Reliable Static Output Control of Time-Varying System With Input Delay. 1334-1344