Cyber-Physical Systems and Smart Cities in India: Opportunities, Issues, and Challenges

A large section of the population around the globe is migrating towards urban settlements. Nations are working toward smart city projects to provide a better wellbeing for the inhabitants. Cyber-physical systems are at the core of the smart city setups. They are used in almost every system component within a smart city ecosystem. This paper attempts to discuss the key components and issues involved in transforming conventional cities into smart cities with a special focus on cyber-physical systems in the Indian context. The paper primarily focuses on the infrastructural facilities and technical knowhow to smartly convert classical cities that were built haphazardly due to overpopulation and ill planning into smart cities. It further discusses cyber-physical systems as a core component of smart city setups, highlighting the related security issues. The opportunities for businesses, governments, inhabitants, and other stakeholders in a smart city ecosystem in the Indian context are also discussed. Finally, it highlights the issues and challenges concerning technical, financial, and other social and infrastructural bottlenecks in the way of realizing smart city concepts along with future research directions.

[1]  Srini Ramaswamy,et al.  Data Management Issues in Cyber-Physical Systems , 2018 .

[2]  Rasim M. Alguliyev,et al.  Cyber-physical systems and their security issues , 2018, Comput. Ind..

[3]  R. Bharathi,et al.  Privacy and security of big data in cyber physical systems using Weibull distribution-based intrusion detection , 2018, Neural Computing and Applications.

[4]  Mohd Majid Akhtar,et al.  Traceability and Detection of Counterfeit Medicines in Pharmaceutical Supply Chain Using Blockchain-Based Architectures , 2020 .

[5]  Thomas Schlegel,et al.  Toward an execution system for self-healing workflows in cyber-physical systems , 2018, Software & Systems Modeling.

[6]  Jay Lee,et al.  A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems , 2015 .

[7]  Reza Hashemian,et al.  Cyber-physical systems in STEM disciplines , 2016, 2016 SAI Computing Conference (SAI).

[8]  Silvia Liberata Ullo,et al.  Advances in Smart Environment Monitoring Systems Using IoT and Sensors , 2020, Sensors.

[9]  Luis A. Hernández Gómez,et al.  Smart Cities at the Forefront of the Future Internet , 2011, Future Internet Assembly.

[10]  KeeHyun Park,et al.  Construction of a Remote Monitoring System in Smart Dust Environment , 2020 .

[11]  Yixin Chen,et al.  Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems , 2016, Proceedings of the IEEE.

[12]  Bryan Scotney,et al.  Smart City Architecture and its Applications Based on IoT , 2015, ANT/SEIT.

[13]  T. M. V. Kumar,et al.  Smart Economy in Smart Cities , 2017 .

[14]  Juan José Martínez-Durá,et al.  Use of ICT in Smart Cities. A practical case applied to traffic management in the city of Valencia , 2015, 2015 Smart Cities Symposium Prague (SCSP).

[15]  Poul Alberg Østergaard,et al.  Effective policies to overcome barriers in the development of smart cities , 2021 .

[16]  Laurence Duchien,et al.  SmartyCo: Managing Cyber-Physical Systems for Smart Environments , 2015, ECSA.

[17]  Hans Vangheluwe,et al.  Teaching the fundamentals of the modelling of Cyber-Physical Systems , 2016, 2016 Symposium on Theory of Modeling and Simulation (TMS-DEVS).

[18]  Daniel Leite,et al.  Real-Time Anomaly Detection in Data Centers for Log-based Predictive Maintenance using an Evolving Fuzzy-Rule-Based Approach , 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[19]  Gerardo Beruvides,et al.  Towards the Adoption of Cyber-Physical Systems of Systems Paradigm in Smart Manufacturing Environments , 2018, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN).

[20]  N. Lopes Smart governance: A key factor for smart cities implementation , 2017, 2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC).

[21]  Tao Yue,et al.  Model-based security engineering for cyber-physical systems: A systematic mapping study , 2017, Inf. Softw. Technol..

[22]  J. Wareham,et al.  A Smart City Initiative: the Case of Barcelona , 2012, Journal of the Knowledge Economy.

[23]  Cristina C. Amitrano,et al.  ICT and sustainability in smart cities management , 2016 .

[24]  Sarah Barns,et al.  Smart cities and urban data platforms: Designing interfaces for smart governance , 2017 .

[25]  Shuang Huang,et al.  Cyber-physical system security for networked industrial processes , 2015, Int. J. Autom. Comput..

[26]  Bharat Bhushan,et al.  Blockchain based solutions to secure IoT: Background, integration trends and a way forward , 2021, J. Netw. Comput. Appl..

[27]  Choong Seon Hong,et al.  Blockchain for IoT-based smart cities: Recent advances, requirements, and future challenges , 2021, J. Netw. Comput. Appl..

[28]  Praveen Kumar Reddy Maddikunta,et al.  A review on deep learning for future smart cities , 2020, Internet Technol. Lett..

[29]  Mengmeng Ma,et al.  Sensor data fusion based on an improved dempaster-shafer evidence theory in vehicular cyber-physical systems , 2015, 2015 IEEE International Symposium on Intelligent Control (ISIC).

[30]  Horacio Ahuett-Garza,et al.  A brief discussion on the trends of habilitating technologies for Industry 4.0 and Smart manufacturing , 2018 .

[31]  Alaa Omran Almagrabi,et al.  Optimized intelligent data management framework for a cyber-physical system for computational applications , 2021, Complex & Intelligent Systems.

[32]  Lidia Fuentes,et al.  Energy-aware environments for the development of green applications for cyber-physical systems , 2019, Future Gener. Comput. Syst..

[33]  Dan Podjed,et al.  Sustainable and Community-Centred Development of Smart Cities and Villages , 2020, Sustainability.

[34]  Ioan Dumitrache,et al.  Agricultural Enterprise as a Complex System: A Cyber Physical Systems Approach , 2015, 2015 20th International Conference on Control Systems and Computer Science.

[35]  Z. Allam,et al.  On big data, artificial intelligence and smart cities , 2019, Cities.

[36]  Feng Xia,et al.  Building smart communities with cyber-physical systems , 2011, SCI '11.

[37]  Metin Gokasan,et al.  AERO-beam: An open-architecture test-bed for research and education in cyber-physical systems , 2015, IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society.

[38]  Kim-Kwang Raymond Choo,et al.  Cyber-physical systems information gathering: A smart home case study , 2018, Comput. Networks.

[39]  Thomas H. Bradley,et al.  Advanced Driver-Assistance Systems: A Path Toward Autonomous Vehicles , 2018, IEEE Consumer Electronics Magazine.

[40]  José Manuel Pastor,et al.  Smart environment architecture for emotion detection and regulation , 2016, J. Biomed. Informatics.

[41]  Nikolaos Gatsis,et al.  Actuator selection for cyber-physical systems , 2017, 2017 American Control Conference (ACC).

[42]  Jad El-khoury,et al.  Making interoperability visible: Data visualization of cyber-physical systems development tool chains , 2016, J. Ind. Inf. Integr..

[43]  Robert Wilhelm Siegfried Ruhlandt The governance of smart cities: A systematic literature review , 2018, Cities.

[44]  Eduardo Jacob,et al.  Software-defined networking in cyber-physical systems: A survey , 2017, Comput. Electr. Eng..

[45]  Kaichen Yang,et al.  On Sensor Security in the Era of IoT and CPS , 2021, SN Computer Science.

[46]  Atul Prakash,et al.  Security Implications of Permission Models in Smart-Home Application Frameworks , 2017, IEEE Security & Privacy.

[47]  Siddhartha Kumar Khaitan,et al.  Design Techniques and Applications of Cyberphysical Systems: A Survey , 2015, IEEE Systems Journal.

[48]  Kristofer S. J. Pister,et al.  Smart Dust: Communicating with a Cubic-Millimeter Computer , 2001, Computer.

[49]  Fernando Auat Cheein,et al.  The Role of 5G Technologies: Challenges in Smart Cities and Intelligent Transportation Systems , 2020, Sustainability.

[50]  Renata Paola Dameri,et al.  Using ICT in Smart City , 2017 .

[51]  A. Hamdan,et al.  Smart Cities: The Next Urban Evolution in Delivering a Better Quality of Life , 2019, Toward Social Internet of Things (SIoT): Enabling Technologies, Architectures and Applications.

[52]  Дмитрий Евгеньевич Намиот,et al.  "Reasonable Water": Integrated Water Resources Management on the basis of smart technologies and models for smart cities , 2016 .

[53]  Rosa María Arce Ruiz,et al.  Smart Mobility and Smart Environment in the Spanish cities , 2017 .

[54]  Giovanna Castellano,et al.  On the use of FIS inside a Telehealth system for cardiovascular risk monitoring , 2021, 2021 29th Mediterranean Conference on Control and Automation (MED).

[55]  Giuseppe Coviello,et al.  The Importance of Data Synchronization in Multiboard Acquisition Systems , 2020, 2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON).

[56]  Jie Li,et al.  Smart Manufacturing for Smart Cities—Overview, Insights, and Future Directions , 2020, Adv. Intell. Syst..

[57]  Yannick Naudet,et al.  Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review , 2021, Comput. Ind..

[58]  Luis E. Gonzalez Moctezuma,et al.  Security in Cloud-Based Cyber-Physical Systems , 2015, 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC).

[59]  Zibin Zheng,et al.  An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends , 2017, 2017 IEEE International Congress on Big Data (BigData Congress).

[60]  Kazuaki Murakami,et al.  A Smart Cyber-physical Systems-Based Solution for Pest Control (Work in Progress) , 2013, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing.

[61]  Mohamad Razaghi,et al.  Smart Governance for Smart Cities , 2018, Proceedings of the IEEE.

[62]  Thomas Schlegel,et al.  An interactive mobile control center for cyber-physical systems , 2016, UbiComp Adjunct.

[63]  Jiming Chen,et al.  Smart community: an internet of things application , 2011, IEEE Communications Magazine.

[64]  Arman Sargolzaei,et al.  A Machine Learning Approach for Fault Detection in Vehicular Cyber-Physical Systems , 2016, 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA).

[65]  Christos G. Cassandras,et al.  Smart Cities as Cyber-Physical Social Systems , 2016 .

[66]  Ramjee Prasad,et al.  Impact of 5G Technologies on Smart City Implementation , 2018, Wireless Personal Communications.

[67]  Lichen Zhang,et al.  A framework to model big data driven complex cyber physical control systems , 2014, 2014 20th International Conference on Automation and Computing.

[68]  Farhad Mehdipour Smart Field Monitoring: An Application of Cyber-Physical Systems in Agriculture (Work in Progress) , 2014, 2014 IIAI 3rd International Conference on Advanced Applied Informatics.

[69]  Paolo Prinetto,et al.  A cloud-based Cyber-Physical System for environmental monitoring , 2014, 2014 3rd Mediterranean Conference on Embedded Computing (MECO).

[70]  Jiří Klimeš Using Formal Concept Analysis for Control in Cyber-physical Systems , 2014 .

[71]  Nadra Guizani,et al.  Securing Smart Cities through Blockchain Technology: Architecture, Requirements, and Challenges , 2020, IEEE Network.

[72]  Naveen K. Chilamkurti,et al.  Optimized clustering for data dissemination using stochastic coalition game in vehicular cyber-physical systems , 2015, The Journal of Supercomputing.

[73]  Jay Lee,et al.  Cyber-physical Systems Architecture for Self-Aware Machines in Industry 4.0 Environment , 2015 .

[74]  Erwin Schoitsch Special Session TET-DEC (Teaching, Education and Training for Dependable Embedded and Cyber-Physical Systems) An E&T Use Case in a European Project , 2015, 2015 41st Euromicro Conference on Software Engineering and Advanced Applications.

[75]  Burak Kantarci,et al.  A survey on cybersecurity, data privacy, and policy issues in cyber-physical system deployments in smart cities , 2019, Sustainable Cities and Society.

[76]  Habib Shah,et al.  Deep learning application in smart cities: recent development, taxonomy, challenges and research prospects , 2020, Neural Computing and Applications.

[77]  Alfio Lombardo,et al.  S6: a Smart, Social and SDN-based Surveillance System for Smart-cities , 2017, FNC/MobiSPC.

[78]  Sirajum Munir,et al.  DepSys: Dependency aware integration of cyber-physical systems for smart homes , 2014, 2014 ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS).

[79]  Mohammad Abdullah Al Faruque,et al.  Cross-domain security of cyber-physical systems , 2017, 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC).

[80]  Mohamed Elshenawy,et al.  Towards a service-oriented cyber-physical systems of systems for smart city mobility applications , 2018, Future Gener. Comput. Syst..

[81]  Sachin Shetty,et al.  An SDN-IoT-based Framework for Future Smart Cities: Addressing Perspective , 2020, ArXiv.

[82]  Md. Tabrez Nafis,et al.  Big Data and Modern-Day Technologies in COVID-19 Pandemic: Opportunities, Challenges, and Future Avenues , 2021, Emerging Technologies for Battling Covid-19.

[83]  Nikolaos Papakonstantinou,et al.  Common cause failure analysis of cyber–physical systems situated in constructed environments , 2013, Research in Engineering Design.

[84]  Sang Do Noh,et al.  Smart manufacturing: Past research, present findings, and future directions , 2016, International Journal of Precision Engineering and Manufacturing-Green Technology.

[85]  Habtamu Abie,et al.  Cognitive Cybersecurity for CPS-IoT Enabled Healthcare Ecosystems , 2019, 2019 13th International Symposium on Medical Information and Communication Technology (ISMICT).

[86]  Amjad Gawanmeh,et al.  A Big Data Fusion to Profile CPS Security Threats Against Operational Technology , 2020, 2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM).

[87]  Mattias Höjer,et al.  Smart sustainable cities - Exploring ICT solutions for reduced energy use in cities , 2014, Environ. Model. Softw..

[88]  Andreas Pester,et al.  Collaborative learning with cyber-physical systems , 2015, 2015 IEEE Global Engineering Education Conference (EDUCON).

[89]  Peng Jiang,et al.  Design of a Water Environment Monitoring System Based on Wireless Sensor Networks , 2009, Sensors.

[90]  Rocco Papa,et al.  Smart Energy in the Smart City , 2016 .

[91]  Javier Criado,et al.  Integrating Cyber-Physical Systems in a Component-Based Approach for Smart Homes , 2018, Sensors.

[92]  Wei Li,et al.  Big Health Application System based on Health Internet of Things and Big Data , 2017, IEEE Access.

[93]  Levent Gürgen,et al.  Self-aware cyber-physical systems and applications in smart buildings and cities , 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

[94]  Pietro Ducange,et al.  Smartphones and Exergame Controllers as BYOD Solutions for the e-tivities of an Online Sport and Exercise Sciences University Program , 2019, HELMeTO.

[95]  Rashid Mehmood,et al.  UbeHealth: A Personalized Ubiquitous Cloud and Edge-Enabled Networked Healthcare System for Smart Cities , 2018, IEEE Access.

[96]  Andrea Pinna,et al.  CitySense: blockchain-oriented smart cities , 2017, XP Workshops.

[97]  S. Sharma,et al.  Blockchain for smart cities: A review of architectures, integration trends and future research directions , 2020 .

[98]  Feiyue Wang,et al.  Parallel distance: A new paradigm of measurement for parallel driving , 2020, IEEE/CAA Journal of Automatica Sinica.

[99]  Justin M. Bradley,et al.  Optimization and Control of Cyber-Physical Vehicle Systems , 2015, Sensors.

[100]  Sarangapani Jagannathan,et al.  Optimal defense and control of dynamic systems modeled as cyber-physical systems , 2015 .

[101]  Eduardo B. Fernández,et al.  Threat Modeling in Cyber-Physical Systems , 2016, 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech).

[102]  Lidia Fuentes,et al.  Context-aware energy-efficient applications for cyber-physical systems , 2019, Ad Hoc Networks.

[103]  U. Berardi,et al.  Smart Cities: Definitions, Dimensions, Performance, and Initiatives , 2015 .

[104]  Albert Y. Zomaya,et al.  Location of Things (LoT): A Review and Taxonomy of Sensors Localization in IoT Infrastructure , 2018, IEEE Communications Surveys & Tutorials.

[105]  Klaus-Dieter Thoben,et al.  Cyber-Physical Product-Service Systems - Challenges for Requirements Engineering , 2017, Int. J. Autom. Technol..

[106]  Albert Mo Kim Cheng An undergraduate cyber-physical systems course , 2014, CyPhy '14.

[107]  Ranjan Pal,et al.  The STREAM Mechanism for CPS Security The Case of the Smart Grid , 2017, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[108]  Celestine Iwendi,et al.  AI-empowered, blockchain and SDN integrated security architecture for IoT network of cyber physical systems , 2021, Computer Communications.

[109]  Cameron D. Patterson,et al.  The Trustworthy Autonomic Interface Guardian Architecture for Cyber-Physical Systems , 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing.

[110]  Christer Åhlund,et al.  Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency , 2018, Renewable and Sustainable Energy Reviews.

[111]  Sebastian Fischmeister,et al.  Runtime Monitoring of Cyber-Physical Systems Under Timing and Memory Constraints , 2015, ACM Trans. Embed. Comput. Syst..

[112]  Francesco Basile,et al.  Automated warehouse systems: A cyber-physical system perspective , 2015, 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA).

[113]  Sara Paiva,et al.  Enabling Technologies for Urban Smart Mobility: Recent Trends, Opportunities and Challenges , 2021, Sensors.

[114]  Banji Oyelaran-Oyeyinka,et al.  Relevance of Smart Economy in Smart Cities in Africa , 2019, Advances in 21st Century Human Settlements.

[115]  Yu-Chee Tseng,et al.  Pervasive and Mobile Computing ( ) – Pervasive and Mobile Computing Review from Wireless Sensor Networks towards Cyber Physical Systems , 2022 .

[116]  Georgios K. Ouzounis,et al.  Smart cities of the future , 2012, The European Physical Journal Special Topics.

[117]  Essaid Sabir,et al.  A literature review on Smart Cities: Paradigms, opportunities and open problems , 2016, 2016 International Conference on Wireless Networks and Mobile Communications (WINCOM).

[118]  Fumihito Arai,et al.  Technical skills measurement based on a cyber‐physical system for endovascular surgery simulation , 2013, The international journal of medical robotics + computer assisted surgery : MRCAS.

[119]  Chuan Zhang,et al.  The impact of intelligent cyber-physical systems on the decarbonization of energy , 2020, Energy & Environmental Science.

[120]  Sara Paiva,et al.  Enabling technologies and sustainable smart cities , 2020, Sustainable Cities and Society.

[121]  Yali Dong,et al.  Period selection for integrated controller tasks in cyber-physical systems , 2015 .

[122]  Iqram Hussain,et al.  Intelligent In-Car Health Monitoring System for Elderly Drivers in Connected Car , 2018, Advances in Intelligent Systems and Computing.

[123]  Lawrence B. Holder,et al.  Discovering Activities to Recognize and Track in a Smart Environment , 2011, IEEE Transactions on Knowledge and Data Engineering.

[124]  Delia Ioana Dogaru,et al.  Cyber-physical systems in healthcare networks , 2015, 2015 E-Health and Bioengineering Conference (EHB).

[125]  Tai-Hoon Kim,et al.  Smart City and IoT , 2017, Future Gener. Comput. Syst..

[126]  R. M. Chandrasekaran,et al.  Role of relay node in Wireless Sensor Network: A survey , 2011, 2011 3rd International Conference on Electronics Computer Technology.

[127]  Daniel Sonntag,et al.  The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood , 2014, 2014 IEEE 27th International Symposium on Computer-Based Medical Systems.

[128]  Frank Vahid,et al.  A Survey on Concepts, Applications, and Challenges in Cyber-Physical Systems , 2014, KSII Trans. Internet Inf. Syst..

[129]  Wadii Boulila,et al.  Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions , 2020, Comput. Sci. Rev..

[130]  Muhammad Murtaza Yousaf,et al.  Security assessment of data management systems for cyber physical system applications , 2019, J. Softw. Evol. Process..

[131]  Daphney-Stavroula Zois,et al.  Machine Intelligence in Healthcare and Medical Cyber Physical Systems: A Survey , 2018, IEEE Access.

[132]  Kwok-Yan Lam,et al.  Wireless Communication and Security Issues for Cyber–Physical Systems and the Internet-of-Things , 2018, Proceedings of the IEEE.

[133]  Sooyong Park,et al.  Where Is Current Research on Blockchain Technology?—A Systematic Review , 2016, PloS one.

[134]  Tony Givargis,et al.  From the browser to the remote physical lab: Programming cyber-physical systems , 2015, 2015 IEEE Frontiers in Education Conference (FIE).

[135]  Iqram Hussain,et al.  HealthSOS: Real-Time Health Monitoring System for Stroke Prognostics , 2020, IEEE Access.

[136]  R. Anglani,et al.  Evolving and explainable clinical risk assessment at the edge , 2022, Evolving Systems.

[137]  Kaiyu Wan,et al.  Context-Aware Security Solutions for Cyber-Physical Systems , 2012, Mobile Networks and Applications.

[138]  Mario Luca Bernardi,et al.  Mining Developer's Behavior from Web-Based IDE Logs , 2019, 2019 IEEE 28th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE).

[139]  Gordana Dodig-Crnkovic,et al.  Ethics Aspects of Embedded and Cyber-Physical Systems , 2015, 2015 IEEE 39th Annual Computer Software and Applications Conference.

[140]  Sang Hyuk Son,et al.  Real-Time Data Services for Cyber Physical Systems , 2008, 2008 The 28th International Conference on Distributed Computing Systems Workshops.

[141]  Ali Dehghantanha,et al.  Threats on the horizon: understanding security threats in the era of cyber-physical systems , 2019, The Journal of Supercomputing.

[142]  Igor Kozine,et al.  The concept of smartness in cyber-physical systems and connection to urban environment , 2020, Annu. Rev. Control..

[143]  Ana de las Heras,et al.  Machine Learning Technologies for Sustainability in Smart Cities in the Post-COVID Era , 2020, Sustainability.

[144]  Fadi Al-Turjman,et al.  Applications of Artificial Intelligence and Machine learning in smart cities , 2020, Comput. Commun..

[145]  Yu-Ting Li,et al.  A Cyber-Physical Management System for Delivering and Monitoring Surgical Instruments in the OR , 2013, Surgical innovation.

[146]  Mithileysh Sathiyanarayanan,et al.  The Role of Blockchain in Internet of Vehicles (IoV): Issues, Challenges and Opportunities , 2019, 2019 International Conference on contemporary Computing and Informatics (IC3I).

[147]  E. Pautasso,et al.  The Role of ICT in Smart Cities Governance , 2013 .

[148]  Davide De Chiara,et al.  Data Center, a Cyber-Physical System: Improving Energy Efficiency Through the Power Management , 2017, 2017 IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th Intl Conf on Pervasive Intelligence and Computing, 3rd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech).

[149]  Soumaya Ben Letaifa How to strategize smart cities: Revealing the SMART model ☆ , 2015 .

[150]  Hyejung Lee,et al.  Developing and validating a citizen-centric typology for smart city services , 2014, Gov. Inf. Q..

[151]  Lei Cui,et al.  Security and Privacy in Smart Cities: Challenges and Opportunities , 2018, IEEE Access.

[152]  Daniel Minoli,et al.  Practical Aspects for the Integration of 5G Networks and IoT Applications in Smart Cities Environments , 2019, Wirel. Commun. Mob. Comput..

[153]  Dietmar P. F. Möller,et al.  Cyber-physical systems in smart transportation , 2016, 2016 IEEE International Conference on Electro Information Technology (EIT).

[154]  Ramón Alcarria,et al.  Enhancing Process Control in Industry 4.0 Scenarios using Cyber-Physical Systems , 2016, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

[155]  Iqram Hussain,et al.  Big-ECG: Cardiographic Predictive Cyber-Physical System for Stroke Management , 2021, IEEE Access.

[156]  Iqram Hussain,et al.  Prediction of Myoelectric Biomarkers in Post-Stroke Gait , 2021, Sensors.

[157]  Manuel Pedro Rodríguez Bolívar,et al.  Smart Governance , 2016 .

[158]  Bruno Canizes,et al.  Smart City: A GECAD-BISITE Energy Management Case Study , 2017, PAAMS.

[159]  A. Glasmeier,et al.  Thinking about smart cities , 2015 .

[160]  Eduard Ayguadé,et al.  AXIOM: A Hardware-Software Platform for Cyber Physical Systems , 2016, 2016 Euromicro Conference on Digital System Design (DSD).

[161]  Sandeep K. S. Gupta,et al.  Cyber Physical Security Solutions for Pervasive Health Monitoring Systems , 2012 .

[162]  Marc Pilkington,et al.  Blockchain Technology: Principles and Applications , 2015 .

[163]  Md. Jahidul Islam,et al.  An SDN Based Distributed IoT Network with NFV Implementation for Smart Cities , 2020 .

[164]  Mehran Abolhasan,et al.  PrivySharing: A blockchain-based framework for privacy-preserving and secure data sharing in smart cities , 2020, Comput. Secur..

[165]  Sara Paiva,et al.  S2HS- A blockchain based approach for smart healthcare system. , 2019, Healthcare.

[166]  Pushkar P. Jha,et al.  A Perspective on Migration and Community Engagement in Smart Cities , 2020 .

[167]  Yafeng Yin,et al.  Privacy-Preserving Transportation Traffic Measurement in Intelligent Cyber-physical Road Systems , 2016, IEEE Transactions on Vehicular Technology.

[168]  Damien Trentesaux,et al.  Designing Ethical Cyber-Physical Industrial Systems , 2017 .

[169]  J. Forrest,et al.  Does the smart city policy promote the green growth of the urban economy? Evidence from China , 2021, Environmental Science and Pollution Research.

[170]  T. M. Vinod Kumar Smart Environment for Smart Cities , 2019, Smart Environment for Smart Cities.

[171]  Xin-yuan Huang,et al.  Design and Implementation of a Cyber Physical System for Building Smart Living Spaces , 2012, Int. J. Distributed Sens. Networks.

[172]  Jiafu Wan,et al.  Cyber-Physical Systems for Optimal Energy Management Scheme of Autonomous Electric Vehicle , 2013, Comput. J..

[173]  Burak Kantarci Cyber-physical alternate route recommendation system for paramedics in an urban area , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[174]  Theodore Antonakopoulos,et al.  Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor , 2020, IEEE Consumer Electronics Magazine.

[175]  David Connolly,et al.  Smart energy and smart energy systems , 2017 .

[176]  Laurence T. Yang,et al.  A Cloud-Edge Computing Framework for Cyber-Physical-Social Services , 2017, IEEE Communications Magazine.

[177]  Alessandra Pieroni,et al.  Smarter City: Smart Energy Grid based on Blockchain Technology , 2018 .

[178]  Mingchu Li,et al.  A Cyber-Physical System for Girder Hoisting Monitoring Based on Smartphones , 2016, Sensors.

[179]  Saqib Ali,et al.  WSN Security Mechanisms for CPS , 2018 .

[180]  Bruno Sinopoli,et al.  A Cyber–Physical Systems Approach to Data Center Modeling and Control for Energy Efficiency , 2012, Proceedings of the IEEE.

[181]  Shaoyuan Li,et al.  State estimation for distributed cyber-physical power systems under data attacks , 2016, Int. J. Model. Identif. Control..

[182]  Pieter Simoens,et al.  Interoperability for Industrial Cyber-Physical Systems: An Approach for Legacy Systems , 2017, IEEE Transactions on Industrial Informatics.

[183]  José M. F. Moura,et al.  Modeling cooperative behavior for resilience in cyber-physical systems using SDN and NFV , 2020, SN Applied Sciences.

[184]  Huiqun Yu,et al.  Analysis of the Composition of Non-Deducibility in Cyber-Physical Systems , 2014 .

[185]  Enrique Onieva,et al.  Implementation of a Large-Scale Platform for Cyber-Physical System Real-Time Monitoring , 2019, IEEE Access.

[186]  P. Siano,et al.  Iot-based smart cities: A survey , 2016, 2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC).