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IEEE Fellow最新论文精选

已有 412 次阅读 2020-8-17 09:59 |系统分类:博客资讯

IEEE(电气与电子工程师学会)是全球最大的专业技术学会、具有重要影响力的国际组织。IEEE Fellow为该组织授予的最高荣誉,在学术科技界被认定为权威的荣誉和重要的职业成就,每年由同行专家在做出突出贡献的会员中评选出,当选人数不超过 IEEE会员总人数的 0.1%。由于每年当选的 IEEE Fellow 数量较少,决定了当选科学家基本都是在科学与工程技术领域内取得重要成就的杰出科学家。


IEEE/CAA Journal of Automatica Sinica从2019年起至今,发表了近60篇IEEE Fellow的论文,平均每期报导5篇来自IEEE Fellow的研究成果。我们在此精选了广受欢迎的16篇,欢迎阅览。


Pierluigi Di Franco, Giordano Scarciotti and Alessandro Astolfi"Stability of Nonlinear Differential-Algebraic Systems Via Additive Identity," IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 929-941, July 2020.


  • Stability analysis for DAE systems via Lyapunov Method and Small Gain-like arguments

  • Stability analysis for nonlinear mechanical systems with holonomic constraints


欧洲科学院院士Alessandro Astolfi教授:非线性微分代数系统的稳定性


Panayiotis M. Papadopoulos, Vasso Reppa, Marios M. Polycarpou and Christos G. Panayiotou, "Scalable Distributed Sensor Fault Diagnosis for Smart Buildings," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 638-655, May 2020. 


  • Design of a distributed, model-based algorithm for sensor fault detection and isolation in large-scale HVAC systems

  • Sensor fault diagnosis algorithm enhanced with robustness, improved detectability and scalability


欧洲塞浦路斯大学Marios M. Polycarpou教授:智能建筑中的传感器故障诊断



Xian-Ming Zhang, Qing-Long Han, Xiaohua Ge, Derui Ding, Lei Ding, Dong Yue and Chen Peng, "Networked Control Systems: A Survey of Trends and Techniques," IEEE/CAA J. Autom. Sinica, vol. 7, no. 1, pp. 1-17, Jan. 2020. 

  • Review on the methods and techniques that have been implemented to discover knowledge from mobile phone data



Haowei Lin, Bo Zhao, Derong Liu and Cesare Alippi, "Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks," IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 954-964, July 2020. 


  • The HJB equation is solved with a high successful rate by the PSOCNN.

  • The online fault tolerant control is shown to be optimal.



Jacob H. White and Randal W. Beard, "An Iterative Pose Estimation Algorithm Based on Epipolar Geometry With Application to Multi-Target Tracking,"  IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 942-953, July 2020.


  • A novel optimization algorithm solves for the relative pose using the epipolar constraint.

  • Applications include multi-target tracking, visual odometry, and 3D scene reconstruction.



Megan Emmons, Anthony A. Maciejewski, Charles Anderson and Edwin K. P. Chong, "Classifying Environmental Features From Local Observations of Emergent Swarm Behavior," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 674-682, May 2020.


  • Demonstrate the locally observed distribution of a robot swarm can be correlated to the location of openings in office-like environments.

  • Can use the correlation to predict the location of exits in an office-like environment without requiring any communication or path-planning algorithms

  • Approach is extremely robust.



Dailin Zhang, Zining Wang and Masayoshi Tomizuka, "A Variable-Parameter-Model-Based Feedforward Compensation Method for Tracking Control," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 693-701, May 2020. 


  • A multi-step adaptive seeking approach is used to obtain parameters of a variable parameter model in real time.

  • Aachieve smaller tracking errors than a traditional feedforward compensation method.

  • Theoretical analysis and simulation results show better performance.



Hira Zahid, Tariq Mahmood, Ahsan Morshed and Timos Sellis, "Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations," IEEE/CAA J. Autom. Sinica, vol. 7, no. 1, pp. 18-38, Jan. 2020.


  • Systematic literature review on big data analytics applications to telecom sector



Qinglai Wei, Hongyang Li and Fei-Yue Wang, "Parallel Control for Continuous-Time Linear Systems: A Case Study," IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 919-928, July 2020.

  • A new parallel control structure for continuous-time linear systems is proposed.

  • The parallel controller considers both system state and control as input,and can avoid the disadvantages of state feedback control.



Minghao Han, Ruixian Zhang, Lixian Zhang, Ye Zhao and Wei Pan, "Asynchronous Observer Design for Switched Linear Systems: A Tube-Based Approach," IEEE/CAA J. Autom. Sinica, vol. 7, no. 1, pp. 70-81, Jan. 2020.


  • Designed to determine the asynchronous observer solution

  • The RPI and GRPI sets in the asynchronous MPDT switching case are first determined in this paper and the corresponding algorithm is designed.



Dimitri P. Bertsekas, "Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations," IEEE/CAA J. Autom. Sinica, vol. 6, no. 1, pp. 1-31, Jan. 2019. 


  • A review discusses policy iteration methods for approximate solution of a finite-state discounted Markov decision problem, with a focus on feature-based aggregation methods and their connection with deep reinforcement learning schemes.


美国工程院院士Dimitri P. Bertsekas: 基于特征的聚合与深度强化学习



Lei Xu, "An Overview and Perspectives On Bidirectional Intelligence: Lmser Duality, Double IA Harmony, and Causal Computation," IEEE/CAA J. Autom. Sinica, vol. 6, no. 4, pp. 865-893, July 2019. 


  • Variants and extensions are suggested for AlphaGoZero like searching tasks that are turned into Go like problems with help of a feature enrichment technique.

  • Reasoning activities are summarized under guidance of BYY IPT from the aspects of constraint satisfaction, uncertainty propagation, and path or tree searching. 


上交大AI研究院首席科学家徐雷:中国人工智能研究真的世界领先了吗?



Haifeng Niu, Avimanyu Sahoo, Chandreyee Bhowmick and S. Jagannathan, "An Optimal Hybrid Learning Approach for Attack Detection in Linear Networked Control Systems,"  IEEE/CAA J. Autom. Sinica, vol. 6, no. 6, pp. 1404-1416, Nov. 2019. 


  • Attack detection and estimation scheme is proposed for an uncertain linear NCS using learning methodology. 

  • A Q-learning based optimal flow controller is designed to stabilize the flow. 

  • A game-theory based event-triggered controller is designed that optimizes the triggering instants and control input simultaneously.



Mohammadhossein Ghahramani, Yan Qiao, MengChu Zhou, Adrian O’Hagan and James Sweeney, "AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes,"   IEEE/CAA J. Autom. Sinica, vol. 7, no. 4, pp. 1026-1037, July 2020. 


  • Consider two major conflicting objectives

  • Enable decision makers to scrutinize manufacturing processes



Huanqing Wang, Wen Bai and Peter Xiaoping Liu, "Finite-time Adaptive Fault-tolerant Control for Nonlinear Systems With Multiple Faults,"   IEEE/CAA J. Autom. Sinica, vol. 6, no. 6, pp. 1417-1427, Nov. 2019. 


  • An adaptive fault-tolerant finite-time control is considered for a class of non-lower-triangular nonlinear systems.

  • A finite-time fault-tolerant tracking control technique is designed with the utilization of backstepping.

  • The proposed controller ensures that all signals in the closed-loop system are semi-globally practically finite-time stable and the tracking error converges to a small neighborhood around origin within finite time.



Xiaobin Gao, Emrah Akyol and Tamer Başar, "Communication Scheduling and Remote Estimation With Adversarial Intervention," IEEE/CAA J. Autom. Sinica, vol. 6, no. 1, pp. 32-44, Jan. 2019.


  • A communication scheduling and remote estimation problem within a worst-case scenario that involves a strategic adversary

  • Consider a feedback Stackelberg game with the sensor, the encoder, and the decoder as the composite leader and the jammer as the follower


美国工程院院士Tamer Basar: 遥感系统数据传输规划与解码估算策略研究




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