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[转载]【当期目录】IEEE/CAA JAS 第8卷 第4期

已有 909 次阅读 2021-4-19 09:35 |个人分类:博客资讯|系统分类:博客资讯|文章来源:转载

【当期目录】IEEE/CAA JAS 第8卷 第4期


本期精彩


☑主题:

医疗健康推荐技术、物联网、智慧农业、鲁棒控制、神经网络、多智能体系统等

☑作者:

Neurocomputing主编Zidong Wang教授,南京农业大学&英国林肯大学Lei Shu教授, Information Sciences主编 Witold Pedrycz教授等 

☑机构:

英国Brunel University London,加拿大University of Alberta,英国University of Lincoln,美国University of Louisiana  at Lafayette,南京农业大学,东北大学,中国科学院,荷兰Delft University of Technology,澳大利亚Swinburne University of Technology,意大利University of Ferrara等


Wenbin Yue, Zidong Wang, Jieyu Zhang and Xiaohui Liu, "An Overview of Recommendation Techniques and Their Applications in Healthcare," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 701-717, Apr. 2021.

doi: 10.1109/JAS.2021.1003919

◆A comprehensive review of typical recommendation techniques is presented.

◆Healthcare applications of recommendation techniques are discussed.

◆Recent progresses on recommendation systems are categorized.


Othmane Friha, Mohamed Amine Ferrag, Lei Shu, Leandros Maglaras and Xiaochan Wang, "Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 718-752, Apr. 2021. 

doi: 10.1109/JAS.2021.1003925

◆Review the emerging technologies used by the Internet of Things for the future of smart agriculture.

◆Provide a classification of IoT applications for smart agriculture into seven categories, including, smart monitoring, smart water management, agrochemicals applications, disease management, smart harvesting, supply chain management, and smart agricultural practices.


Jun Ye, Spandan Roy, Milinko Godjevac, Vasso Reppa and Simone Baldi, "Robustifying Dynamic Positioning of Crane Vessels for Heavy Lifting Operation," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 753-765, Apr. 2021. 

doi: 10.1109/JAS.2021.1003913

◆Solve the challenge of “robustification” of dynamic positioning (DP) for heavy lift operations.

◆A new observer + controller DP method is given with stability guarantees.

◆An integrated crane-vessel simulation environment is used for a realistic validation.


Xueli Wang, Derui Ding, Hongli Dong and Xian-Ming Zhang, "Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 766-778, Apr. 2021. 

doi: 10.1109/JAS.2021.1003922

◆An NN-based identifier with a robust term is presented to approximate the unknown nonlinear system, where weight update rules are constructed by an additional tunable parameter.

◆A value iterative ADP algorithm is proposed to solve the suboptimal control issue of protocol-induced switching systems with saturation constraints in an off-line way.

◆The convergence of the ADP algorithm is discussed and further performed via an actor-critic NN scheme.


Zicheng Liu, Naiqi Wu, Yan Qiao and Zhiwu Li, "Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon’s Entropy: An Example From a Company in a Large City of China," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 779-795, Apr. 2021. 

doi: 10.1109/JAS.2020.1003405

◆A mixed super-efficiency data envelopment analysis model is proposed by embedding Shannon’s entropy into it.

◆The investigation considers both the operators’ operations and passenger satisfaction with undesirable outputs.

◆Numerical results and comparisons are used to demonstrate the advantages of the proposed method.


Di Wu and Xin Luo, "Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 796-805, Apr. 2021. 

doi: 10.1109/JAS.2020.1003533

◆Proposing an SL-LF model with high robustness and accuracy in predicting the missing data of an HiDS matrix.

◆Performing a suite of theoretical analyses and algorithm designs for the proposed SL-LF model.

◆Conducting extensive empirical studies on eight HiDS matrices generated by industrial applications to evaluate the proposed model and other state-of-the-art ones.


Shuyi Xiao and Jiuxiang Dong, "Distributed Fault-Tolerant Containment Control for Nonlinear Multi-Agent Systems Under Directed Network Topology via Hierarchical Approach," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 806-816, Apr. 2021. 

doi: 10.1109/JAS.2021.1003928

◆A distributed fault-tolerant containment control protocol is developed for nonlinear multi-agent systems under a directed network topology.

◆The fault-tolerant containment control problem with a directed graph can be simplified to the distributed containment control of the upper layer and the fault-tolerant tracking control of the lower layer.

◆The developed control protocol can eliminate the phenomenon of fault propagation.


 Junkang Ni, Peng Shi, Yu Zhao and Zhonghua Wu, "Fixed-Time Output Consensus Tracking for High-Order Multi-Agent Systems With Directed Network Topology and Packet Dropout," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 817-836, Apr. 2021. 

doi: 10.1109/JAS.2021.1003916

◆Addresses fixed-time consensus tracking of high-order MAS under directed graph and packet dropout.

◆Proposes fixed-time distributed observer to deal with directed graph and packet dropout.

◆Proposes fixed-time DSC to handle mismatched disturbances and singularity problem.


Hamed Habibi, Ian Howard, Silvio Simani and Afef Fekih, "Decoupling Adaptive Sliding Mode Observer Design for Wind Turbines Subject to Simultaneous Faults in Sensors and Actuators," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 837-847, Apr. 2021. 

doi: 10.1109/JAS.2021.1003931

◆A simple design enabling the detection of simultaneous sensor and actuator faults.

◆Recovering the principle of separation and enabling the use of the nominal controller.

◆Easy to implement and computationally-inexpensive wind turbine control design.


Qing-Hua Zhu, Huan Tang, Jia-Jie Huang and Yan Hou, "Task Scheduling for Multi-Cloud Computing Subject to Security and Reliability Constraints," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 848-865, Apr. 2021. 

doi: 10.1109/JAS.2021.1003934

◆To guarantee security and reliability of applications in a multi-cloud environment.

◆Matching and Multi-round Allocation algorithm optimizes the makespan and total cost.

◆MMA algorithm covers: task-resource-matching and multiple rounds of resource reallocation.


Yuhua Song, Wei He, Xiuyu He and Zhiji Han, "Vibration Control of a High-Rise Building Structure: Theory and Experiment," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 866-875, Apr. 2021. 

doi: 10.1109/JAS.2021.1003937

◆The infinite dimensional system model is presented for describing high-rise building structures which have a large inertial load.

◆A boundary controller is proposed and the closed-loop system is uniformly bounded in the time domain.

◆By using the Smart Structure laboratory platform, a set of experiments are designed to discuss the importance of vibration control and the effectiveness of the proposed method.


Cong Wang, Witold Pedrycz, ZhiWu Li and MengChu Zhou, "Residual-driven Fuzzy C-Means Clustering for Image Segmentation," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 876-889, Apr. 2021. 

doi: 10.1109/JAS.2020.1003420

◆For the first time, we propose an RFCM framework for image segmentation.

◆WRFCM is presented by weighting mixed noise distribution and incorporating spatial information.

◆We design a two-step iterative algorithm to realize WRFCM.


Hongbo Zhao, Yongming Wen, Sentang Wu and Jia Deng, "Dynamic Evaluation Strategies for Multiple Aircrafts Formation Using Collision and Matching Probabilities," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 890-904, Apr. 2021. 

doi: 10.1109/JAS.2020.1003198 

◆Focuses on quantitative configuration evaluation strategies for MAF systems based on collision probability and matching probability.

◆Probability models are constructed based on the binary normal distribution of relative distance and relative velocity. 

◆Configuration evaluation strategies are studied by quantitatively analyzing the denseness and the basic capabilities according to the MAF collision-state probability and the MAF matching-state probability, respectively.


Chuanliang Xia and Chengdong Li, "Property Preservation of Petri Synthesis Net Based Representation for Embedded Systems," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 905-915, Apr. 2021. 

doi: 10.1109/JAS.2020.1003003

◆The property preservation of Petri net synthesis is investigated.

◆The synthesis shared transition subnet set approach is presented.

◆The abstraction-synthesis-refinement representation method is proposed.


Xiuyu Zhang, Ruijing Jing, Zhiwei Li, Zhi Li, Xinkai Chen and Chun-Yi Su, "Adaptive Pseudo Inverse Control for a Class of Nonlinear Asymmetric and Saturated Nonlinear Hysteretic Systems," IEEE/CAA J. Autom. Sinica, vol. 8, no. 4, pp. 916-928, Apr. 2021. 

doi: 10.1109/JAS.2020.1003435

◆The method is to obtain the input signal of hysteresis by finding the optimal value of the PI performance index.

◆The performance and error conversion functions are introduced in the design process of the controller to ensure the predetermined performance indicators.

◆Compared with the backstepping control scheme, the DSC algorithm can eliminate.


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