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【当期目录】IEEE/CAAJAS第10卷第12期

2023-12-22 16:32阅读：

http://blog.sina.cn/dpool/blog/u/6009794978

本期导读 主题
动态建模、自适应系统、区块链、强化学习、博弈论、多智能体系统、迁移学习...
全球科研机构
新加坡Nanyang Technological University；澳大利亚The University of New South Wales、Monash University；韩国Yonsei University；荷兰Delft University of Technology；中国人民大学、哈尔滨工业大学、华东理工大学、东南大学、北京工业大学、南京大学...

Q.-L. Han, “Editorial: Secure and safe MetaControl for cyber physical systems,”IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2177-2178, Dec. 2023. doi: 10.1109/JAS.2023.124014
R. Wang, C. Li, X. Li, R. Deng, and Z. Don
g, “GenAI4Sustainability: GPT and its potentials for achieving UN’s sustainable development goals,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2179–2182, Dec. 2023. doi: 10.1109/JAS.2023.123999
J. Li and F.-Y. Wang, “The TAO of blockchain intelligence for intelligent Web 3.0”, IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2183-2186, Dec. 2023. doi: 10.1109/JAS.2023.124056
F. Zhang and G. R. Duan, “Coupled dynamics and integrated control for position and attitude motions of spacecraft: A survey,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2187–2208, Dec. 2023. doi: 10.1109/JAS.2023.123306
> Position/attitude mutual couplings of spacecraft are analyzed in a systematic and logical way.
> Current coupled position/attitude modeling methods are summarized and technically compared.
> Current studies on the integrated position/attitude technology are summarized and analyzed.
D. D. Yue, S. Baldi, J. D. Cao, Q. Li, and B. De Schutter, “Distributed adaptive resource allocation: An uncertain saddle-point dynamics viewpoint,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2209–2221, Dec. 2023. doi: 10.1109/JAS.2023.123402
> Distributed adaptive resource allocation problems over digraphs are addressed. An uncertain saddle-point dynamics viewpoint is provided.
> Two novel adaptive algorithms are proposed: directed-spanning-tree-based and node-based.
> Neither sufficiently small or unitary step sizes, nor global knowledge of Laplacian eigenvalues, are needed.
J. Li, J. Li, X. Wang, R. Qin, Y. Yuan, and F.-Y. Wang, “Multi-blockchain based data trading markets with novel pricing mechanisms,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2222–2232, Dec. 2023. doi: 10.1109/JAS.2023.123963
> Establish multi-blockchain based data trading markets to enhance security and efficiency.
> Use the VCG and MP auction mechanism to induce truthful bidding in regular data trading.
> Design the TSOS mechanism to regulate strategic trading behaviors in temporary data trading.
H. Y. Ding, Y. Z. Tang, Q. Wu, B. Wang, C. L. Chen, and Z. Wang, “Magnetic field-based reward shaping for goal-conditioned reinforcement learning,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2233–2247, Dec. 2023. doi: 10.1109/JAS.2023.123477
> Propose a novel method (MFRS) for goal-conditioned RL tasks with dynamic target and obstacles.
> Give the theoretical guarantee of optimal policy invariance property of our method.
> Build a 3-D robotic manipulation platform and verify the superiority of MFRS in simulation.
K. Li, H. Luo, Y. C. Jiang, D. J. Tang, and H. Y. Yang, “Subspace identification for closed-loop systems with unknown deterministic disturbances,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2248–2257, Dec. 2023. doi: 10.1109/JAS.2023.123330
> Presents a subspace identification method for closed-loop systems with unknown deterministic disturbances under standard feedback control.
> Influence of unknown deterministic disturbances can be alleviated via the projection onto the constructed row space, which can easily adapt to aperiodic deterministic disturbances with unknown frequencies using the row space constructed by Bernstein polynomials.
> A proper Bernstein polynomial order is determined to approximate the unknown deterministic disturbances.
X. Y. Chen, C. B. Tang, and Z. Zhang, “A game theoretic approach for a minimal secure dominating set,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2258–2268, Dec. 2023. doi: 10.1109/JAS.2023.123315
> Designed a security domination game in multi-agent systems.
> Proved that the game is an exact potential game and Nash equilibrium (NE) exists.
> Showed that every NE is a minimal secure dominating set and a Pareto-optimal solution.
Z. F. Zheng, L. Y. Teng, W. Zhang, N. Q. Wu, and S. H. Teng, “Knowledge transfer learning via dual density sampling for resource-limited domain adaptation,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2269–2291, Dec. 2023. doi: 10.1109/JAS.2023.123342
> A method called Knowledge Transfer Learning via Dual Density Sampling (KTL-DDS) is proposed.
> Proposed method picks up the confidence samples by utilizing the global and local densities.
> Proposed method ensures the consistency of sampling and no resampling.
M. Yao and G. L. Wei, “Dynamic event-triggered control of continuous-time systems with random impulses,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2292–2299, Dec. 2023. doi: 10.1109/JAS.2023.123534
> Dynamic event-triggered-based networked control issue has been firstly studied for a class of continuous-time systems with random impulses.
> Designed event-triggering mechanism effectively reduces the frequency of communication and is only related to the sampling output.
> Results obtained are related to the event-triggering parameters, indicating that the event-triggering mechanism has an influence on the stability of the system.
N. Zhao, X. D. Zhao, N. Xu, and L. Zhang, “Resilient event-triggered control of connected automated vehicles under cyber attacks,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 12, pp. 2300–2302, Dec. 2023. doi: 10.1109/JAS.2023.123483

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