Cyber-physical-social System in Intelligent Transportation

Gang Xiong; Fenghua Zhu; Xiwei Liu; Xisong Dong; Wuling Huang; Songhang Chen; Kai Zhao

Volume 2 Issue 3

Jul. 2015

IEEE/CAA Journal of Automatica Sinica

JCR Impact Factor: 15.3, Top 1 (SCI Q1)

CiteScore: 23.5, Top 2% (Q1)
Google Scholar h5-index: 77， TOP 5

Turn off MathJax

Article Contents

Article Navigation > IEEE/CAA Journal of Automatica Sinica > 2015 > 2(3): 320-333

Gang Xiong, Fenghua Zhu, Xiwei Liu, Xisong Dong, Wuling Huang, Songhang Chen and Kai Zhao, "Cyber-physical-social System in Intelligent Transportation," IEEE/CAA J. of Autom. Sinica, vol. 2, no. 3, pp. 320-333, 2015.

Citation:

Gang Xiong, Fenghua Zhu, Xiwei Liu, Xisong Dong, Wuling Huang, Songhang Chen and Kai Zhao, "Cyber-physical-social System in Intelligent Transportation," IEEE/CAA J. of Autom. Sinica, vol. 2, no. 3, pp. 320-333, 2015.

Citation:

PDF( 2457 KB)

Cyber-physical-social System in Intelligent Transportation

1. State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Science, Beijing 100190, China;
2. Beijing Engineering Research Center for Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Science, Beijing 100190, China;
3. Cloud Computing Center, Chinese Academy of Sciences, Dongguan 523808, China;
4. Qingdao Academy of Intelligent Industries, Qingdao 266109, China

Funds:

This work was supported by National Natural Science Foundation of China (71232006, 61233001, 61174172, 61104160, 61203166) and Dongguan's Innovation Talents Project.

Abstract

Abstract

A cyber-physical system (CPS) is composed of a physical system and its corresponding cyber systems that are tightly fused at all scales and levels. CPS is helpful to improve the controllability, efficiency and reliability of a physical system, such as vehicle collision avoidance and zero-net energy buildings systems. It has become a hot R&D and practical area from US to EU and other countries. In fact, most of physical systems and their cyber systems are designed, built and used by human beings in the social and natural environments. So, social systems must be of the same importance as their CPSs. The indivisible cyber, physical and social parts constitute the cyber-physical-social system (CPSS), a typical complex system and it's a challengeable problem to control and manage it under traditional theories and methods. An artificial systems, computational experiments and parallel execution (ACP) methodology is introduced based on which data-driven models are applied to social system. Artificial systems, i.e., cyber systems, are applied for the equivalent description of physical-social system (PSS). Computational experiments are applied for control plan validation. And parallel execution finally realizes the stepwise control and management of CPSS. Finally, a CPSS-based intelligent transportation system (ITS) is discussed as a case study, and its architecture, three parts, and application are described in detail.

FullText(HTML)

References(47)

References

[1]	Wang F Y. The emergence of intelligent enterprises:from CPS to CPSS. IEEE Intelligent Systems, 2010, 25(4):85-88
[2]	Smirnov A, Kashevnik A, Shilov N, Makklya A, Gusikhin O. Contextaware service composition in cyber physical human system for transportation safety. In:Proceedings of the 13th International Conference on ITS Telecommunications. Tampere, Finland, IEEE, 2013. 139-144
[3]	Wu P L, Raguraman D, Sha L, Berlin R B, Goldman J M. A treatment validation protocol for cyber-physical-human medical systems. In:Proceedings of the 40th EUROMICRO Conference on Software Engineering and Advanced Applications (SEAA). Verona:IEEE, 2014. 183-190
[4]	Gelenbe E, Gorbil G, Wu F J. Emergency cyber-physical-human systems. In:Proceedings of the 21st International Conference on Computer Communications and Networks (ICCCN). Munich:IEEE, 2012. 1-7
[5]	Shi J H, Wan J F, Yan H H, Suo H. A survey of cyber-physical systems. In:Proceedings of the 2011 International Conference on Wireless Communications and Signal Processing (WCSP). Nanjing:IEEE, 2011. 1-6
[6]	Wan K Y, Man K L, Hughes D. Towards a unified framework for cyberphysical systems (CPS). In:Proceedings of the 1st ACIS International Symposium on Cryptography and Network Security, Data Mining and Knowledge Discovery, E-Commerce and Its Applications and Embedded Systems (CDEE). Qinhuangdao:IEEE, 2010. 292-295
[7]	Stojmenovic I. Machine-to-machine communications with in-network data aggregation, processing, and actuation for large-scale cyber-physical systems. IEEE Internet of Things Journal, 2014, 1(2):122-128
[8]	Derler P, Lee E A, Vincentelli A S. Modeling cyber-physical systems. Proceedings of the IEEE, 2012, 100(1):13-28
[9]	Tan Y, Vuran M C, Goddard S. Spatio-temporal event model for cyber-physical systems. In:Proceedings of the 29th IEEE International Conference on Distributed Computing Systems Workshops. Montreal, QC:IEEE, 2009:44-50
[10]	Thacker R A, Jones K R, Myers C J, Zheng H. Automatic abstraction for verification of cyber-physical systems. In:Proceedings of the 1st International Conference on Cyber-Physical Systems. New York:IEEE, 2010, 12-21
[11]	Bujorianu M C, Bujorianu M L, Barringer H. A unifying specification logic for cyber-physical systems. In:Proceedings of the 17th Mediterranean Conference on Control and Automation. Thessaloniki:IEEE, 2009. 1166-1171
[12]	Hanz T, Guirguis M. An abstraction layer for controlling heterogeneous mobile cyber-physical systems. In:Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering. Madison, WI:IEEE, 2013. 117-121
[13]	Bradley J M, Atkins E M. Toward continuous state-space regulation of coupled cyber-physical systems. Proceedings of the IEEE, 2012, 100(1):60-74
[14]	Platzer A. Verification of cyber-physical transportation systems. IEEE Intelligent Systems, 2009, 24(4):10-13
[15]	Kim K-D, Kumar P R. Cyber-physical systems:a perspective at the centennial. Proceedings of the IEEE, 2012, 100(Special Centennial Issue):1287-1308
[16]	Sha L, Gopalakrishnan S, Liu X, Wang Q X. Cyber-physical systems:a new frontier. In:Proceedings of the 2008 IEEE International Conference on Sensor Networks, Ubiquitous and Trustworthy Computing. Taichung:IEEE, 2008. 1-9
[17]	Lee E A. Cyber Physical Systems:Design Challenges. University of California at Berkeley, USA, Technical Report UCB/EECS-2008-8. January 23, 2008.
[18]	Xiong G, Xu X M, Zhang Z J. Human Centered CIMS. Systems Engineering-Theory Methodology Applications, 1996, 5(3):1-6(in Chinese)
[19]	Qian X S. A new discipline of science-the study of open complex giant system and its methodology. Urban Studies, 2005, 12(5):1-8(in Chinese)
[20]	Dai R W, Cao L B. Research of hall for workshop of metasynthetic engineering. Journal of Management Sciences in China, 2002, 5(3):10-16(in Chinese)
[21]	Wang F Y. Artificial societies, computational experiments, and parallel execution:an investigation on computational theory of complex socialeconomic systems. Complex Systems and Complexity Science, 2004, 1(4):25-35(in Chinese)
[22]	Wang F Y. Toward a paradigm shift in social computing:the ACP approach. IEEE Intelligent Systems, 2007, 22(5):65-67
[23]	Wang F Y. Parallel control and management for intelligent transportation systems:concepts, architectures, and applications. IEEE Transactions on Intelligent Transportation Systems, 2010, 11(3):630-638
[24]	Hu Y L, Wang F Y, Liu X W. ACP-based research on evacuation strategies for high-rise building fire. Acta Automatica Sinica, 2014, 40(2):185-196(in Chinese)
[25]	Duan W, Cao Z D, Wang Y Z, Zhu B, Zeng D J, Wang F Y, Qiu X G, H Song B, Wang Y. An ACP approach to public health emergency management:using a campus outbreak of H1N1 influenza as a case study. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 2013, 43(5):1028-1041
[26]	Huang W D, Wang W, Xu X, Xi X N. Computational experiments for abort planning of manned lunar landing mission based on ACP approach. Acta Automatica Sinica, 2012, 38(11):1794-1803(in Chinese)
[27]	Wang F Y, Wong P K. Intelligent systems and technology for integrative and predictive medicine:An ACP approach. ACM Transactions on Intelligent Systems and Technology, 2013, 4(2):32-38
[28]	Wang F Y, Zhang H B. A computational approach for linguistic dynamic systems and its application to hybrid control systems. In:Proceedings of the 1996 IEEE International Conference on Systems, Man, and Cybernetics. Beijing:IEEE 1996. 2613-2618
[29]	Mo H. Linguistic dynamic orbits in the time varying universe of discourse. Acta Automatica Sinica, 2012, 38(10):1585-1594(in Chinese)
[30]	Wang F Y, Lin Y, Pu J B. Linguistic dynamic systems and computing with words for complex systems. In:Proceedings of the 2000 IEEE International Conference on Systems, Man, and Cybernetics. Nashville, TN:IEEE, 2000. 2399-2404
[31]	Wang F Y. Agent-based control for networked traffic management systems. IEEE Intelligent Systems, 2005, 20(5):92-96,
[32]	Wang F Y. Agent-based control for fuzzy behavior programming in robotic excavation. IEEE Transactions on Fuzzy Systems, 2004, 12(4):540-548
[33]	Murray J J, Cox C J, Lendaris G G, Saeks R. Adaptive dynamic programming. IEEE Transactions on Systems, Man, and Cybernetics, Part C:Applications and Reviews, 2002, 32(2):140-153
[34]	Wang F Y, Zhang H G, Liu D R. Adaptive dynamic programming:An introduction. IEEE Computational Intelligence Magazine, 2009, 4(2):39-47
[35]	Wang F Y, Jin N, Liu D R, Wei Q L. Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with ε-error bound. IEEE Transactions on Neural Networks, 2011, 22(1):24-36
[36]	Liu D R, Wei Q L. Policy iteration adaptive dynamic programming algorithm for discrete-time nonlinear systems. IEEE Transactions on Neural Networks and Learning Systems, 2014, 25(3):621-634
[37]	Wang F Y, Zhao J, Lun S X. Artificial power systems for the operation and management of complex power grids. Southern Power System Technology, 2008, 2(3):1-6(in Chinese)
[38]	Wang F Y, Li L F, Huang X, Zou Y M. "An Investigation on Long Term Continuous Safe and Effective Ethylene Production". Computer and Applied Chemistry, 2007, 24(12):1171-1713(in Chinese)
[39]	Wang F Y. "The framework of PeMS:research and applications", China Emergency Management, Decembe 2007, 22-27(in Chinese)
[40]	Zeng D, Wang F Y, Zheng X L, Yuan Y. Intelligent-commerce research in China. IEEE Intelligent Systems, 2008, 23(6):14-18
[41]	Skopik F, Qin L. Trustworthy incident information sharing in social cyber defense alliances. In:Proceedings of the 2013 IEEE Symposium on Computers and Communications (ISCC). Split:IEEE 2013. 233-239
[42]	Jaehong P, Yuan C, Sandhu R. Towards a framework for cyber social status based trusted open collaboration. In:Proceedings of the 6th International Conference on Collaborative Computing:Networking, Applications and Worksharing (CollaborateCom). Chicago, IL:IEEE, 2010. 1-8
[43]	Zhu F H, Chen S H, Mao Z H, Miao Q H. Parallel Public Transportation System and Its Application in Evaluating Evacuation Plans for Large-Scale Activities. IEEE Transactions on Intelligent Transportation Systems, 2014, 15(4):1728-1733
[44]	Xiong G, Dong X S, Fan D, Zhu F H, Wang K, Lv Y S. Parallel traffic management system and its application to the 2010 Asian games. IEEE Transactions on Intelligent Transportation Systems, 2013, 14(1):225-235
[45]	Sun X B, Dong H R, Ning B, Gao T X, Kong Q J. ACP-based emergency evacuation system. Acta Automatica Sinica, 2014, 40(1):16-23(in Chinese)
[46]	Ning B, Tang T, Dong H R, Wen D, Liu D R, Gao S G, Wang J. An introduction to parallel control and management for high-speed railway systems. IEEE Transactions on Intelligent Transportation Systems, 2011, 12(4):1473-1483
[47]	Zhu F H, Wen D, Chen S H. Computational traffic experiments based on artificial transportation systems:an application of ACP approach. IEEE Transactions on Intelligent Transportation Systems, 2013, 14(1):189-198

Supplements(0)

Cited By

Proportional views

Proportional views

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Get Citation

PDF

XML

Article Metrics

Article views (1538) PDF downloads(64)

Cyber-physical-social System in Intelligent Transportation

Abstract

References

Proportional views

Catalog

通讯作者: 陈斌, bchen63@163.com

Article Metrics

Export File

Citation

Format

Content