Cyber-physical systems in the smart home: a review

Authors

DOI:

https://doi.org/10.64439/cisai.v2i1.10

Keywords:

Cyber-physical, Systems, Smart home, Digital twins, Artificial intelligence

Abstract

Cyber-physical systems are composed of collaborative computational entities that are closely integrated with the physical environment, with smart home systems representing one of their most prominent applications. Through intelligent sensors and actuators, smart home systems aim to provide personalized services that enhance interaction between the digital and physical domains. However, existing conceptualizations of cyber-physical systems and smart home systems are often superficial and lack sufficient technical depth. To address this gap, this study analyzes journal articles and conference papers indexed in Web of Science and Scopus, guided by five research questions, while excluding works with low relevance or limited data integrity. The results reveal sustained growth in scientific production between 2014 and 2024, increasing from 405 publications in 2014 to 1,587 in 2023, which represents an approximate growth of 292%. The predominant enabling technologies identified include the Internet of Things, Artificial Intelligence, Machine Learning, and digital twins, which collectively account for more than 70% of the proposed systems. Current developments are primarily oriented toward health, safety, and energy efficiency, while significant challenges persist in data security, privacy, and system explainability.

References

[1] H. Roehm, J. Oehlerking, M. Woehrle, and M. Althoff, “Model conformance for cyber-physical systems: A survey,” ACM Transactions on Cyber-Physical Systems, vol. 3, no. 3, 2019. https://doi.org/10.1145/3306157

[2] S.-P. Tseng, B.-R. Li, J.-L. Pan, and C.-J. Lin, “An application of Internet of things with motion sensing on smart house,” in 2014 International Conference on Orange Technologies, 2014, pp. 65–68. https://doi.org/10.1109/ICOT.2014.6956600

[3] M. Schranz et al., “Swarm Intelligence and cyber-physical systems: Concepts, challenges and future trends,” Swarm and Evolutionary Computation, vol. 60, 2021. https://doi.org/10.1016/j.swevo.2020.100762

[4] A. Sahoo, V. Warathe, A. Katoch, and N. K. Walia, “The Next Frontier: Futuristic Home Control Systems for Modern Living,” in 2023 9th International Conference on Signal Processing and Communication, ICSC 2023, M. J. and C. B., Eds., Dept of CSE, UIE Chandigarh University, Punjab, India: Institute of Electrical and Electronics Engineers Inc., 2023, pp. 479–484. https://doi.org/10.1109/ICSC60394.2023.10441230

[5] M. Hasan, P. Biswas, M. T. I. Bilash, and M. A. Z. Dipto, “Smart home systems: Overview and comparative analysis,” in Proceedings - 2018 4th IEEE International Conference on Research in Computational Intelligence and Communication Networks, ICRCICN 2018, S. V., D. S., B. D., R. H., M. A., B. S., D. D., P. I., and B. H., Eds., Department of Electrical and Computer Engineering, North South University, Dhaka, India: Institute of Electrical and Electronics Engineers Inc., 2018, pp. 264–268. https://doi.org/10.1109/ICRCICN.2018.8718722

[6] A. Khalid, P. Kirisci, Z. Ghrairi, K.-D. Thoben, and J. Pannek, “A methodology to develop collaborative robotic cyber physical systems for production environments,” Logistics Research, vol. 9, no. 1, 2016. https://doi.org/10.1007/s12159-016-0151-x

[7] D. Singh, I. Psychoula, J. Kropf, S. Hanke, and A. Holzinger, “Users’ perceptions and attitudes towards smart home technologies,” in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), A. B., M. M., and A. H., Eds., AIT Austrian Institute of Technology, Wiener Neustadt, Austria: Springer Verlag, 2018, pp. 203–214. https://doi.org/10.1007/978-3-319-94523-1_18

[8] B. Friedrich, L. Elgert, D. Eckhoff, J. M. Bauer, and A. Hein, “A system for monitoring the functional status of older adults in daily life,” Scientific Reports, vol. 13, no. 1, 2023. https://doi.org/10.1038/s41598-023-39483-x

[9] G. Lobaccaro, S. Carlucci, and E. Löfström, “A review of systems and technologies for smart homes and smart grids,” Energies, vol. 9, no. 5, 2016. https://doi.org/10.3390/en9050348

[10] A. Sobhani, F. Khorshidi, and M. Fakhredanesh, “DeePLS: Personalize Lighting in Smart Home by Human Detection, Recognition, and Tracking,” SN Computer Science, vol. 4, no. 6, 2023. https://doi.org/10.1007/s42979-023-02240-y

[11] A. Chakraborty, M. Islam, F. Shahriyar, S. Islam, H. U. Zaman, and M. Hasan, “Smart Home System: A Comprehensive Review,” Journal of Electrical and Computer Engineering, vol. 2023, 2023. https://doi.org/10.1155/2023/7616683

[12] M. R. Alam, M. B. I. Reaz, and M. A. M. Ali, “A Review of Smart Homes—Past, Present, and Future,” IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol. 42, no. 6, pp. 1190–1203, 2012. https://doi.org/10.1109/TSMCC.2012.2189204

[13] D. Mocrii, Y. Chen, and P. Musilek, “IoT-based smart homes: A review of system architecture, software, communications, privacy and security,” Internet of Things (Netherlands), vol. 1–2, pp. 81–98, 2018. https://doi.org/10.1016/j.iot.2018.08.009

[14] A. Saad al-sumaiti, M. H. Ahmed, and M. M. A. Salama, “Smart Home Activities: A Literature Review,” Electric Power Components and Systems, vol. 42, no. 3–4, pp. 294–305, Mar. 2014. https://doi.org/10.1080/15325008.2013.832439

[15] M. Visser, N. J. van Eck, and L. Waltman, “Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic,” Quantitative Science Studies, vol. 2, no. 1, pp. 20–41, Apr. 2021. https://doi.org/10.1162/qss_a_00112

[16] C. Birkle, D. A. Pendlebury, J. Schnell, and J. Adams, “Web of Science as a data source for research on scientific and scholarly activity,” Quantitative Science Studies, vol. 1, no. 1, pp. 363–376, Feb. 2020. https://doi.org/10.1162/qss_a_00018

[17] R. Faizrakhmanov, A. Platunov, and M. R. Bahrami, “Smart Home User Interface: Overview,” in 2023 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), 2023, pp. 595–600. https://doi.org/10.1109/ICIEAM57311.2023.10139050

[18] Z. Yu, H. Gao, X. Cong, N. Wu, and H. H. Song, “A Survey on Cyber-Physical Systems Security,” IEEE Internet of Things Journal, vol. 10, no. 24, pp. 21670–21686, 2023. https://doi.org/10.1109/JIOT.2023.3289625

[19] M. Doctorarastoo, K. Flanigan, M. Bergés, and C. McComb, “Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems,” in BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Carnegie Mellon University, Pittsburgh, PA, United States: Association for Computing Machinery, Inc, 2023, pp. 370–376. https://doi.org/10.1145/3600100.3626338

[20] O. Cardin, “Classification of cyber-physical production systems applications: Proposition of an analysis framework,” Computers in Industry, vol. 104, pp. 11–21, 2019. https://doi.org/10.1016/j.compind.2018.10.002

[21] O. Kaynak, “Evolution of Cyber Physical Systems Towards Industrial Metaverse,” in Lecture Notes in Networks and Systems, A. R.A., Y. N.R., K. J., P. W., B. M.B., S. F.M., and T. S.M., Eds., Turkish Academy of Sciences, Ankara, Turkey: Springer Science and Business Media Deutschland GmbH, 2024, p. 2. https://doi.org/10.1007/978-3-031-51521-7_2

[22] C. Sun, G. Cembrano, V. Puig, and J. Meseguer, “Cyber-physical systems for real-time management in the urban water cycle,” in Proceedings - 2018 4th International Workshop on Cyber-Physical Systems for Smart Water Networks, CySWater 2018, Institut de Robòtica i Informàtica Industrial (CSIC-UPC), Barcelona, Spain: Institute of Electrical and Electronics Engineers Inc., 2018, pp. 5–8. https://doi.org/10.1109/CySWater.2018.00008

[23] D. Kolberg and D. Zühlke, “Lean Automation enabled by Industry 4.0 Technologies,” in IFAC-PapersOnLine, D. A., S. J., and Z. M., Eds., Department of Innovative Factory Systems (IFS), German Research Center for Artificial Intelligence (DFKI) GmbH, Kaiserslautern, Germany, 2015, pp. 1870–1875. https://doi.org/10.1016/j.ifacol.2015.06.359

[24] D. Romero, P. Bernus, O. Noran, J. Stahre, and Å. F. Berglund, “The operator 4.0: Human cyber-physical systems & adaptive automation towards human-automation symbiosis work systems,” in IFIP Advances in Information and Communication Technology, N. I., V. O., R. J.M., G. R.F., S. M.T., von C. G., and K. D., Eds., Tecnológico de Monterrey, Monterrey, Mexico: Springer New York LLC, 2016, pp. 677–686. https://doi.org/10.1007/978-3-319-51133-7_80

[25] X. Xu, X. Zhang, M. Khan, W. Dou, S. Xue, and S. Yu, “A balanced virtual machine scheduling method for energy-performance trade-offs in cyber-physical cloud systems,” Future Generation Computer Systems, vol. 105, pp. 789–799, 2020. https://doi.org/10.1016/j.future.2017.08.057

[26] R. Atat, L. Liu, J. Wu, G. Li, C. Ye, and Y. Yang, “Big Data Meet Cyber-Physical Systems: A Panoramic Survey,” IEEE Access, vol. 6, pp. 73603–73636, 2018. https://doi.org/10.1109/ACCESS.2018.2878681

[27] C. G. Cassandras, “Smart Cities as Cyber-Physical Social Systems,” Engineering, vol. 2, no. 2, pp. 156–158, 2016. https://doi.org/10.1016/J.ENG.2016.02.012

[28] L. Monostori, “Cyber-physical Production Systems: Roots, Expectations and R&D Challenges,” Procedia CIRP, vol. 17, pp. 9–13, 2014. https://doi.org/10.1016/j.procir.2014.03.115

[29] L. Petnga and M. Austin, “An ontological framework for knowledge modeling and decision support in cyber-physical systems,” Advanced Engineering Informatics, vol. 30, no. 1, pp. 77–94, 2016. https://doi.org/10.1016/j.aei.2015.12.003

[30] P. Radanliev, D. De Roure, M. Van Kleek, O. Santos, and U. Ani, “Artificial intelligence in cyber physical systems,” AI and Society, vol. 36, no. 3, pp. 783–796, 2021. https://doi.org/10.1007/s00146-020-01049-0

[31] L. A. Cruz Salazar, D. Ryashentseva, A. Lüder, and B. Vogel-Heuser, “Cyber-physical production systems architecture based on multi-agent’s design pattern—comparison of selected approaches mapping four agent patterns,” International Journal of Advanced Manufacturing Technology, vol. 105, no. 9, pp. 4005–4034, 2019. https://doi.org/10.1007/s00170-019-03800-4

[32] M. Lezoche and H. Panetto, “Cyber-Physical Systems, a new formal paradigm to model redundancy and resiliency,” Enterprise Information Systems, vol. 14, no. 8, pp. 1150–1171, 2020. https://doi.org/10.1080/17517575.2018.1536807

[33] A. Ahmadi, C. Cherifi, V. Cheutet, and Y. Ouzrout, “A review of CPS 5 components architecture for manufacturing based on standards,” in International Conference on Software, Knowledge Information, Industrial Management and Applications, SKIMA, University Lyon, University Lumiere Lyon2, INSA Lyon, DISP EA4570, France: Institute of Electrical and Electronics Engineers Inc., 2017. https://doi.org/10.1109/SKIMA.2017.8294091

[34] I. Akkaya, P. Derler, S. Emoto, and E. A. Lee, “Systems Engineering for Industrial Cyber-Physical Systems Using Aspects,” Proceedings of the IEEE, vol. 104, no. 5, pp. 997–1012, 2016. https://doi.org/10.1109/JPROC.2015.2512265

[35] B. A. Yilma, H. Panetto, and Y. Naudet, “Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review,” Computers in Industry, vol. 129, 2021. https://doi.org/10.1016/j.compind.2021.103458

[36] M. Masin et al., “Cross-layer design of reconfigurable cyber-physical systems,” in Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017, IBM Research, United States: Institute of Electrical and Electronics Engineers Inc., 2017, pp. 740–745. https://doi.org/10.23919/DATE.2017.7927088

[37] P. Hehenberger, B. Vogel-Heuser, D. Bradley, B. Eynard, T. Tomiyama, and S. Achiche, “Design, modelling, simulation and integration of cyber physical systems: Methods and applications,” Computers in Industry, vol. 82, pp. 273–289, 2016. https://doi.org/10.1016/j.compind.2016.05.006

[38] Z. Xu, Y. Zhang, H. Li, W. Yang, and Q. Qi, “Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing,” Journal of Cloud Computing, vol. 9, no. 1, 2020. https://doi.org/10.1186/s13677-020-00181-y

[39] S. Wiesner, E. Marilungo, and K.-D. Thoben, “Cyber-physical product-service systems – challenges for requirements engineering,” International Journal of Automation Technology, vol. 11, no. 1, pp. 17–28, 2017. https://doi.org/10.20965/ijat.2017.p0017

[40] E. A. Lee, “Fundamental limits of cyber-physical systems modeling,” ACM Transactions on Cyber-Physical Systems, vol. 1, no. 1, 2017. https://doi.org/10.1145/2912149

[41] A. K. Tyagi and N. Sreenath, “Cyber Physical Systems: Analyses, challenges and possible solutions,” Internet of Things and Cyber-Physical Systems, vol. 1, pp. 22–33, 2021. https://doi.org/10.1016/j.iotcps.2021.12.002

[42] M. Schiefer, “Smart Home Definition and Security Threats,” in Proceedings - 9th International Conference on IT Security Incident Management and IT Forensics, IMF 2015, M. H. and D. J., Eds., AV-TEST GmbH, Magdeburg, Germany: Institute of Electrical and Electronics Engineers Inc., 2015, pp. 114–118. https://doi.org/10.1109/IMF.2015.17

[43] Y. Strengers, Smart energy technologies in everyday life: Smart Utopia? Springer, 2013.

[44] J. Bugeja, A. Jacobsson, and P. Davidsson, “On Privacy and Security Challenges in Smart Connected Homes,” in 2016 European Intelligence and Security Informatics Conference (EISIC), 2016, pp. 172–175. https://doi.org/10.1109/EISIC.2016.044

[45] L. C. De Silva, C. Morikawa, and I. M. Petra, “State of the art of smart homes,” Engineering Applications of Artificial Intelligence, vol. 25, no. 7, pp. 1313–1321, 2012. https://doi.org/10.1016/j.engappai.2012.05.002

[46] S. J. Darby, “Smart technology in the home: time for more clarity,” Building Research & Information, vol. 46, no. 1, pp. 140–147, Jan. 2018. https://doi.org/10.1080/09613218.2017.1301707

[47] M. Khan, B. N. Silva, and K. Han, “Internet of Things Based Energy Aware Smart Home Control System,” IEEE Access, vol. 4, pp. 7556–7566, 2016. https://doi.org/10.1109/ACCESS.2016.2621752

[48] D. J. Cook and S. K. Das, “How smart are our environments? An updated look at the state of the art,” Pervasive and Mobile Computing, vol. 3, no. 2, pp. 53–73, 2007. https://doi.org/10.1016/j.pmcj.2006.12.001

[49] M. Amiribesheli, A. Benmansour, and A. Bouchachia, “A review of smart homes in healthcare,” Journal of Ambient Intelligence and Humanized Computing, vol. 6, no. 4, pp. 495–517, 2015. https://doi.org/10.1007/s12652-015-0270-2.

[50] J. M. Batalla, A. Vasilakos, and M. Gajewski, “Secure Smart Homes: Opportunities and challenges,” ACM Computing Surveys, vol. 50, no. 5, 2017. https://doi.org/10.1145/3122816

[51] S. Solaimani, W. Keijzer-Broers, and H. Bouwman, “What we do - And don’t - Know about the Smart Home: An analysis of the Smart Home literature,” Indoor and Built Environment, vol. 24, no. 3, pp. 370–383, 2015. https://doi.org/10.1177/1420326X13516350

[52] R. Sabol, P. Fecilak, M. Michalko, and F. Jakab, “Smart home lighting control environment,” in ICETA 2023 - 21st Year of International Conference on Emerging eLearning Technologies and Applications, Proceedings, F. S., Ed., Košice, Department of Computers and Informatics, Slovakia: Institute of Electrical and Electronics Engineers Inc., 2023, pp. 429–432. https://doi.org/10.1109/ICETA61311.2023.10344082

[53] M. Tao, K. Ota, and M. Dong, “Ontology-based data semantic management and application in IoT- and cloud-enabled smart homes,” Future Generation Computer Systems, vol. 76, pp. 528–539, 2017. https://doi.org/10.1016/j.future.2016.11.012

[54] R. K. Kodali, V. Jain, S. Bose, and L. Boppana, “IoT based smart security and home automation system,” in Proceeding - IEEE International Conference on Computing, Communication and Automation, ICCCA 2016, S. A., S. M., A. P.N., and S. V., Eds., Department of Electronics and Communications Engineering, National Institute of Technology, Warangal, India: Institute of Electrical and Electronics Engineers Inc., 2017, pp. 1286–1289. https://doi.org/10.1109/CCAA.2016.7813916

[55] Y. Iliev and G. Ilieva, “A Framework for Smart Home System with Voice Control Using NLP Methods,” Electronics (Switzerland), vol. 12, no. 1, Jan. 2023. https://doi.org/10.3390/ELECTRONICS12010116

[56] W. Li, T. Logenthiran, V. Phan, and W. L. Woo, “Implemented IoT-Based Self-Learning Home Management System (SHMS) for Singapore,” IEEE Internet of Things Journal, vol. 5, no. 3, pp. 2212–2219, 2018. https://doi.org/10.1109/JIOT.2018.2828144

[57] R. Wathsala, M. Silva, R. Kodikara, S. Ekanayake, N. Gamage, and P. Gunathilake, “Towards a Smart Home: An Intelligent Approach to Environment Monitoring and Anti-Theft Alarming,” in Proceedings of 2023 12th International Conference on Awareness Science and Technology, iCAST 2023, Department of Computer Systems Engineering, Sri Lanka Institute of Information Technology (SLIIT), Malabe, Sri Lanka: Institute of Electrical and Electronics Engineers Inc., 2023, pp. 253–258. https://doi.org/10.1109/iCAST57874.2023.10359322

[58] R. S. Ransing and M. Rajput, “Smart home for elderly care, based on Wireless Sensor Network,” in 2015 International Conference on Nascent Technologies in the Engineering Field (ICNTE), 2015, pp. 1–5. https://doi.org/10.1109/ICNTE.2015.7029932

[59] S. Mayer, R. Verborgh, M. Kovatsch, and F. Mattern, “Smart Configuration of Smart Environments,” IEEE Transactions on Automation Science and Engineering, vol. 13, no. 3, pp. 1247–1255, 2016. https://doi.org/10.1109/TASE.2016.2533321

[60] N. Castelli, C. Ogonowski, T. Jakobi, M. Stein, G. Stevens, and V. Wulf, “What happened in my home?: An end-user development approach for smart home data visualization,” in Conference on Human Factors in Computing Systems - Proceedings, Bonn-Rhein-Sieg University of Applied Science, Sankt Augustin, Germany: Association for Computing Machinery, 2017, pp. 853–866. https://doi.org/10.1145/3025453.3025485

[61] M. Khan, S. Din, S. Jabbar, M. Gohar, H. Ghayvat, and S. C. Mukhopadhyay, “Context-aware low power intelligent SmartHome based on the Internet of things,” Computers and Electrical Engineering, vol. 52, pp. 208–222, 2016. https://doi.org/10.1016/j.compeleceng.2016.04.014

[62] I. Mashal, A. Shuhaiber, and A. W. Al-Khatib, “User acceptance and adoption of smart homes: A decade long systematic literature review,” International Journal of Data and Network Science, vol. 7, no. 2, pp. 533–552, 2023. https://doi.org/10.5267/j.ijdns.2023.3.017

[63] Y. Mittal, P. Toshniwal, S. Sharma, D. Singhal, R. Gupta, and V. K. Mittal, “A voice-controlled multi-functional Smart Home Automation System,” in 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015, Jaypee University of Information Technology, Solan, India: Institute of Electrical and Electronics Engineers Inc., 2016. https://doi.org/10.1109/INDICON.2015.7443538

[64] I. Đuric, D. Barac, Z. Bogdanovic, A. Labus, and B. Radenkovic, “Model of an intelligent smart home system based on ambient intelligence and user profiling,” Journal of Ambient Intelligence and Humanized Computing, vol. 14, no. 5, pp. 5137–5149, 2023. https://doi.org/10.1007/s12652-021-03081-4

[65] S. K. Hiremath and T. Plötz, “The Lifespan of Human Activity Recognition Systems for Smart Homes,” Sensors, vol. 23, no. 18, 2023. https://doi.org/10.3390/s23187729

[66] A. Dorri, S. S. Kanhere, R. Jurdak, and P. Gauravaram, “Blockchain for IoT security and privacy: The case study of a smart home,” in 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2017, pp. 618–623. https://doi.org/10.1109/PERCOMW.2017.7917634

[67] A. Bissoli, D. Lavino-Junior, M. Sime, L. Encarnação, and T. Bastos-Filho, “A human–machine interface based on eye tracking for controlling and monitoring a smart home using the internet of things,” Sensors (Switzerland), vol. 19, no. 4, 2019. https://doi.org/10.3390/s19040859

[68] R. H. Jensen, Y. Strengers, J. Kjeldskov, L. Nicholls, and M. B. Skov, “Designing the desirable smart home: A study of household experiences and energy consumption impacts,” in Conference on Human Factors in Computing Systems - Proceedings, Human-Centred Computing, Department of Computer Science, Aalborg University, Denmark: Association for Computing Machinery, 2018. https://doi.org/10.1145/3173574.3173578

[69] H. Kong, L. Lu, J. Yu, Y. Chen, and F. Tang, “Continuous Authentication through Finger Gesture Interaction for Smart Homes Using WiFi,” IEEE Transactions on Mobile Computing, vol. 20, no. 11, pp. 3148–3162, 2021. https://doi.org/10.1109/TMC.2020.2994955

[70] A. A. Zaidan et al., “A survey on communication components for IoT-based technologies in smart homes,” Telecommunication Systems, vol. 69, no. 1, pp. 1–25, 2018. https://doi.org/10.1007/s11235-018-0430-8

[71] P. K. Malik, M. K. Shukla, K. R. Chythanya, N. Bisht, R. Roges, and A. Gehlot, “Intervention of Internet of Things in Home Automation Applications,” in 2023 3rd International Conference on Advancement in Electronics and Communication Engineering, AECE 2023, School of Electronics and Electrical Engineering, Lovely Professional University, Punjab, Jalandhar, India: Institute of Electrical and Electronics Engineers Inc., 2023, pp. 201–205. https://doi.org/10.1109/AECE59614.2023.10428275

[72] S. Marksteiner, V. J. E. Jimenez, H. Valiant, and H. Zeiner, “An overview of wireless IoT protocol security in the smart home domain,” in Joint 13th CTTE and 10th CMI Conference on Internet of Things - Business Models, Users, and Networks, JOANNEUM RESEARCH Forschungsgesellschaft MbH, DIGITAL - Institute for Information and Communication Technologies, Graz, Austria: Institute of Electrical and Electronics Engineers Inc., 2017, pp. 1–8. https://doi.org/10.1109/CTTE.2017.8260940

[73] F. Liu, Y. Wang, H. Xin, Y. Zhao, Z. Han, and T. Hou, “Scorpion-inspired bionic gait activity location and recognition smart home system,” Mechanical Systems and Signal Processing, vol. 205, 2023. https://doi.org/10.1016/j.ymssp.2023.110843

[74] F. AlFaris, A. Juaidi, and F. Manzano-Agugliaro, “Intelligent homes’ technologies to optimize the energy performance for the net zero energy home,” Energy and Buildings, vol. 153, pp. 262–274, 2017. https://doi.org/10.1016/j.enbuild.2017.07.089

[75] L. L. Motta et al., “General Overview and Proof of Concept of a Smart Home Energy Management System Architecture,” 2023. https://doi.org/10.3390/electronics12214453

[76] B. Haupt, C. Pentzold, A. Becker, and A. Berger, “Designing alternative future home stories,” in Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI), K. M., A.-L.-K.-S. 2 Gesellschaft fur Informatik Berlin, K. D., A.-L.-K.-S. 2 Gesellschaft fur Informatik Berlin, W. C., A. 45 Gesellschaft fur Informatik Bonn, and W. V., Eds., Leipzig University, Department for Communication and Media Studies, Nikolaistraße 27-29, Leipzig, 04109, Germany: Gesellschaft fur Informatik (GI), 2023, pp. 895–900.

[77] D. Bouchabou, J. Grosset, S. M. Nguyen, C. Lohr, and X. Puig, “A Smart Home Digital Twin to Support the Recognition of Activities of Daily Living,” Sensors, vol. 23, no. 17, 2023. https://doi.org/10.3390/s23177586

[78] M. U. Shoukat, L. Yan, J. Zhang, Y. Cheng, M. U. Raza, and A. Niaz, “Smart home for enhanced healthcare: exploring human machine interface oriented digital twin model,” Multimedia Tools and Applications, pp. 1–19, Sep. 2023. https://doi.org/10.1007/S11042-023-16875-9/FIGURES/9

[79] A. A. Nazarenko and L. M. Camarinha-Matos, “The Role of Digital Twins in Collaborative Cyber-Physical Systems,” in IFIP Advances in Information and Communication Technology, C.-M. L.M., F. N., L. F., and P. H., Eds., Faculty of Sciences and Technology, UNINOVA-CTS, Nova University of Lisbon, Monte Caparica, 2829-516, Portugal: Springer, 2020, pp. 191–205. https://doi.org/10.1007/978-3-030-45124-0_18

[80] V. Padmapriya and M. Srivenkatesh, “IoT Network based Cyber Attack Mitigation in Digital Twin with Multi Level Key Management Using Enhanced KNN Model,” International Journal of Intelligent Systems and Applications in Engineering, vol. 12, no. 14s, pp. 49–62, 2024.

[81] T. Saha, N. Aaraj, N. Ajjarapu, and N. K. Jha, “SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems Based on Machine Learning,” IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 2, pp. 870–885, 2022. https://doi.org/10.1109/TETC.2021.3050733

[82] R. Verma, “Smart City Healthcare Cyber Physical System: Characteristics, Technologies and Challenges,” Wireless Personal Communications, vol. 122, no. 2, pp. 1413–1433, 2022. https://doi.org/10.1007/s11277-021-08955-6

[83] E. Casella, A. R. Khamesi, S. Silvestri, D. A. Baker, and S. K. Das, “HVAC Power Conservation through Reverse Auctions and Machine Learning,” in 2022 IEEE International Conference on Pervasive Computing and Communications, PerCom 2022, University of Kentucky, Department of Computer Science, Lexington, KY, United States: Institute of Electrical and Electronics Engineers Inc., 2022, pp. 89–100. https://doi.org/10.1109/PerCom53586.2022.9762402

[84] S. Khan, T. Arslan, and T. Ratnarajah, “Digital Twin Perspective of Fourth Industrial and Healthcare Revolution,” IEEE Access, vol. 10, pp. 25732–25754, 2022. https://doi.org/10.1109/ACCESS.2022.3156062

[85] M. Kuller, F. Kohlmorgen, N. Karaoglan, M. Niemeyer, I. Kunold, and H. Wohrle, “Conceptual design of a digital twin based on semantic web technologies in the smart home context,” in CANDO-EPE 2020 - Proceedings, IEEE 3rd International Conference and Workshop in Obuda on Electrical and Power Engineering, Dortmund University of Applied, Sciences Institute of Communication Technology, Dortmund, Germany: Institute of Electrical and Electronics Engineers Inc., 2020, pp. 167–172. https://doi.org/10.1109/CANDO-EPE51100.2020.9337749

[86] Y. Dong, F. Dai, and M. Qin, “A Privacy-Preserving Deep Learning Scheme for Edge-enhanced Smart Homes,” in Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cy, F. G., G. R., G. A., and S. C., Eds., Southwest Forestry University, School of Big Data and Intellegent Engineering, Kunming, China: Institute of Electrical and Electronics Engineers Inc., 2022. https://doi.org/10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9928002

[87] K. C. Okafor and O. M. Longe, “ASM-ROBOT: A Cyber-Physical Home Automation Controller with Memristive Reconfigurable State Machine,” International Journal of Advanced Computer Science and Applications, vol. 13, no. 1, pp. 896–912, 2022. https://doi.org/10.14569/IJACSA.2022.01301103

[88] R. Seiger, S. Huber, P. Heisig, and U. Aßmann, “Toward a framework for self-adaptive workflows in cyber-physical systems,” Software and Systems Modeling, vol. 18, no. 2, pp. 1117–1134, 2019. https://doi.org/10.1007/s10270-017-0639-0

[89] G. Dine and O. K. Sahingoz, “Smart Home Security with the use of WSNs on Future Intelligent Cities,” in 7th International Istanbul Smart Grids and Cities Congress and Fair, ICSG 2019 - Proceedings, C. A., Ed., Computer Engineering Department, Istanbul Kultur University, Istanbul, 34158, Turkey: Institute of Electrical and Electronics Engineers Inc., 2019, pp. 164–168. https://doi.org/10.1109/SGCF.2019.8782396

[90] J. C. S. Sicato, P. K. Sharma, V. Loia, and J. H. Park, “Vpnfilter malware analysis on cyber threat in smart home network,” Applied Sciences (Switzerland), vol. 9, no. 13, 2019. https://doi.org/10.3390/APP9132763

[91] L. Linkous, N. Zohrabi, and S. Abdelwahed, “Health Monitoring in Smart Homes Utilizing Internet of Things,” in Proceedings - 4th IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2019, Department of Electrical and Computer Engineering, Virginia Commonwealth University, Richmond, 23220, VA, United States: Institute of Electrical and Electronics Engineers Inc., 2019, pp. 29–34. https://doi.org/10.1109/CHASE48038.2019.00020

[92] Y. Meng, S. Li, Y. Zhang, H. Zhu, and X. Zhang, “Cyber Physical System Security of Smart Home Platform,” Jisuanji Yanjiu yu Fazhan/Computer Research and Development, vol. 56, no. 11, pp. 2349–2364, 2019. https://doi.org/10.7544/issn1000-1239.2019.20190412

[93] S. Dutta, S. S. L. Chukkapalli, M. Sulgekar, S. Krithivasan, P. K. Das, and A. Joshi, “Context Sensitive Access Control in Smart Home Environments,” in Proceedings - 2020 IEEE 6th Intl Conference on Big Data Security on Cloud, BigDataSecurity 2020, 2020 IEEE Intl Conference on High Performance and Smart Computing, HPSC 2020 and 2020 IEEE Intl Conference on Intelligent Data and Security, IDS 2020, University of Maryland, Baltimore County, Baltimore, MD, United States: Institute of Electrical and Electronics Engineers Inc., 2020, pp. 35–41. https://doi.org/10.1109/BigDataSecurity-HPSC-IDS49724.2020.00018

[94] S. Colnar, V. Dimovski, B. Grah, V. Rogelj, and D. Bogataj, “Smart Home Supporting Integrated Health and Care Services for Older Adults in the Community: Literature review and research agenda,” in 2020 24th International Conference on System Theory, Control and Computing, ICSTCC 2020 - Proceedings, B. L.-F., Ed., University of Ljubljana, School of Economics and Business, Ljubljana, Slovenia: Institute of Electrical and Electronics Engineers Inc., 2020, pp. 526–531. https://doi.org/10.1109/ICSTCC50638.2020.9259711

[95] D. Hodges, “Cyber-enabled burglary of smart homes,” Computers and Security, vol. 110, 2021. https://doi.org/10.1016/j.cose.2021.102418

[96] A. Lakhan, T. Groenli, G. Muhammad, and P. Tiwari, “Evolutionary Meta-Heuristic Offloading and Scheduling Schemes Enabled Industrial Cyber-Physical System,” IEEE Systems Journal, pp. 1–10, 2024. https://doi.org/10.1109/JSYST.2023.3347523

[97] S. A. Latif et al., “AI-empowered, blockchain and SDN integrated security architecture for IoT network of cyber physical systems,” Computer Communications, vol. 181, pp. 274–283, 2022. https://doi.org/10.1016/j.comcom.2021.09.029

[98] B. Ravisankar, V. Gowrishankar, P. Dharani, M. Dharshini, S. Swetha Nachiyar, and T. Kesavan, “IoT Based Water Quality Monitoring System for Residential Application,” in 3rd International Conference on Advances in Physical Sciences and Materials: ICAPSM 2022, S. H., T. P., and M. S. K., Eds., Department of Electrical and Electronics Engineering, Kongu Engineering College, Perundurai, Erode, India: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0178810

[99] A. Verma, A. K. Singh, A. K. Pathak, and G. Saini, “Real-Time Smart Water Management System (SWMS) for Smart Home,” in Lecture Notes in Civil Engineering, N. N., M. Y., Y. B.K., B. A., and K. M., Eds., Department of Civil Engineering, Netaji Subhas University of Technology, New Delhi, India: Springer Science and Business Media Deutschland GmbH, 2024, pp. 129–137. https://doi.org/10.1007/978-981-99-2905-4_10

[100] S. Sun and K. Vega, “CirCAT: Cat Centered Smart Home System and Veterinary Complementary Devices,” in ACM International Conference Proceeding Series, University of California, Davis, United States: Association for Computing Machinery, 2023. https://doi.org/10.1145/3637882.3637901

[101] H. Zhou, “Design and Implementation of Smart Home Temperature Control System,” in Proceedings of SPIE - The International Society for Optical Engineering, W. K. and V. M., Eds., School of Electronic Information Engineering, Ningxia Institute of Science and Technology, Ningxia, China: SPIE, 2023. https://doi.org/10.1117/12.3010641

[102] J. Zhu, F. Lauri, A. Koukam, V. Hilaire, Y. Lin, and Y. Liu, “A hybrid intelligent control based cyber-physical system for thermal comfort in smart homes,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 30, no. 4, pp. 199–214, 2019. https://doi.org/10.1504/ijahuc.2019.098863

[103] M. Quamara, B. B. Gupta, and S. Yamaguchi, “MQTT-driven remote temperature monitoring system for IoT-based smart homes,” in 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019, National Institute of Technology, Kurukshetra, India: Institute of Electrical and Electronics Engineers Inc., 2019, pp. 968–970. https://doi.org/10.1109/GCCE46687.2019.9015603

[104] P. K. Goyal, S. Verma, and M. Giri, “A Firebase-Based Smart Home Automation System Using IoT,” in Lecture Notes in Electrical Engineering, S. R.N., S. P., M. S., G. A., and S. S.L., Eds., Delhi Skill and Entrepreneurship University, Delhi, India: Springer Science and Business Media Deutschland GmbH, 2024, pp. 229–237. https://doi.org/10.1007/978-981-99-8661-3_17

[105] M. Wang, H. Ma, Y. Wang, and X. Sun, “Design of smart home system speech emotion recognition model based on ensemble deep learning and feature fusion,” Applied Acoustics, vol. 218, 2024. https://doi.org/10.1016/j.apacoust.2024.109886

[106] A. Abd-Elsalam, N. H. El-Amary, R. A. Swief, and E. Beshr, “Smart Home Energy Management Based on Renewable Energy Resources,” Journal of Advanced Research in Applied Sciences and Engineering Technology, vol. 38, no. 1, pp. 177–191, 2024. https://doi.org/10.37934/araset.38.1.177191

[107] S. Madhunala, M. Beerla, and A. Y. Peddemoni, “IoT based Load Controlling and Energy Monitoring Smart Home System,” in AIP Conference Proceedings, R. J.V.R., K. G.A.E.S., and J. M.A., Eds., Department of ECE, Vardhaman College of Engineering, Shamshabad, Hyderabad, India: American Institute of Physics, 2024. https://doi.org/10.1063/5.0198425

[108] Y. Huang, “Smart home system using blockchain technology in green lighting environment in rural areas,” Heliyon, vol. 10, no. 4, 2024. https://doi.org/10.1016/j.heliyon.2024.e26620

[109] J. Wang, “A Smart Lighting System Based on Digital Twin Technology in Smart Home,” in Proceedings of SPIE - The International Society for Optical Engineering, C. C. and Z. X., Eds., Electronic Information Science and Technology, Northwest University, Shaanxi, Xi’an, China: SPIE, 2024. https://doi.org/10.1117/12.3021357

[110] H. Maghfiroh et al., “SMART HOME SYSTEM WITH BATTERY BACKUP AND INTERNET OF THINGS,” Journal of Applied Engineering and Technological Science, vol. 5, no. 1, pp. 42–57, 2023. https://doi.org/10.37385/jaets.v5i1.1969

[111] G. Kumar, L. Kumar, and S. Kumar, “Multi-objective control-based home energy management system with smart energy meter,” Electrical Engineering, vol. 105, no. 4, pp. 2095–2105, 2023. https://doi.org/10.1007/s00202-023-01790-x

[112] C. Irugalbandara, A. S. Naseem, S. Perera, S. Kiruthikan, and V. Logeeshan, “A Secure and Smart Home Automation System with Speech Recognition and Power Measurement Capabilities †,” Sensors, vol. 23, no. 13, 2023. https://doi.org/10.3390/s23135784

[113] M. Devi, S. Muralidharan, R. Elakiya, and M. Monica, “Design and Implementation of a Smart Home Energy Management System Using IoT and Machine Learning,” in E3S Web of Conferences, M. B.V., Ed., New Prince Shri Bhavani College of Engineering and Technology, AICTE, India: EDP Sciences, 2023. https://doi.org/10.1051/e3sconf/202338704005

[114] C. Xue, Y. Gao, A. Robin, J. Du, Q. Xu, and X. Fu, “Meta-Home: Smart Home Digital Twin Design from the Perspective of Smart Metaverse,” in 11th International Symposium of Chinese CHI, Chinese CHI 2023, Academy of Arts & Design, Tsinghua University Beijing, Beijing, China: Association for Computing Machinery, 2023, pp. 309–320. https://doi.org/10.1145/3629606.3629635

[115] L. Arrotta, C. Bettini, and G. Civitarese, “MICAR: multi-inhabitant context-aware activity recognition in home environments,” Distributed and Parallel Databases, vol. 41, no. 4, pp. 571–602, 2023. https://doi.org/10.1007/s10619-022-07403-z

[116] H. Wicaksono, P. Santoso, I. Sugiarto, D. Kristiyono, and J. A. Wijaya, “Application of smart home and smartwatch to assist elders in home care scenario,” in 4th International Conference on Industrial, Enterprise, and System Engineering: Collaboration of Science, Technology, and Innovation Toward Sustainable Development, ICoIESE 2021, S. N.I., S. S.A., D. F., C. D., D. M., R. D., W. F.D., B. D.Y., W. F.R., and R. G.D., Eds., Electrical Engineering Department, Petra Christian University, Jl. Siwalankerto 121 131, Surabaya, Indonesia: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0118744

[117] H. Wicaksono, P. Santoso, I. Sugiarto, and F. Dwipanjung, “Voice-controlled smart home prototype to assist an elder in home care,” in 4th International Conference on Industrial, Enterprise, and System Engineering: Collaboration of Science, Technology, and Innovation Toward Sustainable Development, ICoIESE 2021, S. N.I., S. S.A., D. F., C. D., D. M., R. D., W. F.D., B. D.Y., W. F.R., and R. G.D., Eds., Electrical Engineering Department, Petra Christian University, Jl. Siwalankerto 121 131, Surabaya, Indonesia: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0118743

[118] R. Kumar and P. R. Verma, “Home automation, monitoring and control system using Arduino IoT cloud server,” in AIP Conference Proceedings, S. R. and G. A., Eds., Department of Electrical & Electronics and Communication, Himgiri Zee University, Uttarakhand, Dehradun, India: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0152358

[119] C. Qin, A. Song, L. Wei, and Y. Zhao, “A multimodal domestic service robot interaction system for people with declined abilities to express themselves,” Intelligent Service Robotics, vol. 16, no. 3, pp. 373–392, 2023. https://doi.org/10.1007/s11370-023-00466-6

[120] A. Flamini, L. Ciurluini, R. Loggia, A. Massaccesi, C. Moscatiello, and L. Martirano, “A Prototype of Low-Cost Home Automation System for Energy Savings and Living Comfort,” IEEE Transactions on Industry Applications, vol. 59, no. 4, pp. 4931–4941, 2023. https://doi.org/10.1109/TIA.2023.3271618

[121] K. Naik and S. Patel, “An open source smart home management system based on IOT,” Wireless Networks, vol. 29, no. 3, pp. 989–995, 2023. https://doi.org/10.1007/s11276-018-1884-z

[122] R. Raj and N. Rai, “Voice controlled cyber-physical system for smart home,” in ACM International Conference Proceeding Series, Indian Institute of Information Technology, Allahabad, Allahabad, Uttar Pradesh, India: Association for Computing Machinery, 2018. https://doi.org/10.1145/3170521.3170550

[123] J. Criado, J. A. Asensio, N. Padilla, and L. Iribarne, “Integrating cyber-physical systems in a component-based approach for smart homes,” Sensors (Switzerland), vol. 18, no. 7, 2018. https://doi.org/10.3390/s18072156

[124] B. Mustafa, M. W. Iqbal, M. Saeed, A. R. Shafqat, H. Sajjad, and M. R. Naqvi, “IOT Based Low-Cost Smart Home Automation System,” in HORA 2021 - 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, Proceedings, The Superior College, Department of Software Engineering, Lahore, Pakistan: Institute of Electrical and Electronics Engineers Inc., 2021. https://doi.org/10.1109/HORA52670.2021.9461276

[125] S. A. Ajagbe, O. A. Adeaga, O. O. Alabi, A. B. Ikotun, M. A. Akintunde, and M. O. Adigun, “Design and development of arduino-based automation home system using the internet of things,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 33, no. 2, pp. 767–776, 2024. https://doi.org/10.11591/ijeecs.v33.i2.pp767-776

[126] A. Pilotto et al., “The PRO-HOME Project. A multicomponent intervention for the protected discharge from the hospital of multimorbid and polytreated older individuals by using innovative technologies: A pilot study,” Health Expectations, vol. 27, no. 1, 2024. https://doi.org/10.1111/hex.13872

[127] F. Demrozi, C. Turetta, and G. Pravadelli, “SHPIA 2.0: An Easily Scalable, Low-Cost, Multi-purpose Smart Home Platform for Intelligent Applications,” SN Computer Science, vol. 5, no. 1, 2024. https://doi.org/10.1007/s42979-023-02307-w

[128] D. Durgam and S. Talluri, “Design of multifunctional Android-Based smart home control and monitoring system using Raspberry Pi,” in AIP Conference Proceedings, S. K. G.A.E., R. J.V.R., and J. M.A., Eds., Department of Electronics and Communication Engineering, G. Narayanamma Institute of Technology and Science, Hyderabad, 500104, India: American Institute of Physics Inc., 2021. https://doi.org/10.1063/5.0074133

[129] A. Daoudi, A. Idrissi, M. A. Bekri, and S. Ouabou, “Implementation and Management of a Home Automation Control System (Smart Home),” in Studies in Computational Intelligence, vol. 1102, IPSS Team, Artificial Intelligence and Data Science Group, Computer Science Department, Faculty of Science, Mohammed V University in Rabat, Rabat, Morocco: Springer Science and Business Media Deutschland GmbH, 2023, pp. 233–243. https://doi.org/10.1007/978-3-031-33309-5_19

[130] R. K. Kodali, S. C. Rajanarayanan, L. Boppana, S. Sharma, and A. Kumar, “Low cost smart home automation system using smart phone,” in IEEE Region 10 Humanitarian Technology Conference, R10-HTC, National Institute of Technology, Department of Electronics and Communication Engineering, Warangal, 506004, India: Institute of Electrical and Electronics Engineers Inc., 2019. https://doi.org/10.1109/R10-HTC47129.2019.9042467

[131] A. Rai, M. Rai, N. Jogi, B. Rai, S. Rai, and D. Rasaily, “Low Cost Laser Light Security System in Smart Home,” in 2019 International Conference on Innovative Sustainable Computational Technologies, CISCT 2019, CCCT Ploytechnic, Namchi, India: Institute of Electrical and Electronics Engineers Inc., 2019. https://doi.org/10.1109/CISCT46613.2019.9008141

[132] M.-C. Yuen, S. Y. Chu, W. H. Chu, H. S. Cheng, H. L. Ng, and S. P. Yuen, “A low-cost IoT smart home system,” International Journal of Engineering and Technology(UAE), vol. 7, no. 4, pp. 3143–3147, 2018. https://doi.org/10.14419/ijet.v7i4.18862

[133] S. Gunputh, A. P. Murdan, and V. Oree, “Design and implementation of a low-cost Arduino-based smart home system,” in 2017 9th IEEE International Conference on Communication Software and Networks, ICCSN 2017, Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Mauritius, Reduit, Mauritius: Institute of Electrical and Electronics Engineers Inc., 2017, pp. 1491–1495. https://doi.org/10.1109/ICCSN.2017.8230356

[134] J. Taylor et al., “SenseBox: A low-cost smart home system,” in 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017, Department of Information Systems, University of Maryland Baltimore County, United States: Institute of Electrical and Electronics Engineers Inc., 2017, pp. 60–62. https://doi.org/10.1109/PERCOMW.2017.7917522

[135] N. Murugan, A. Sivathanu, K. Vaidyanathan, A. Tiwari, and A. Varma, “Automated home waste segregation and management system,” International Journal of Electrical and Computer Engineering, vol. 13, no. 4, pp. 3903–3912, 2023. https://doi.org/10.11591/ijece.v13i4.pp3903-3912

[136] P. Ramasamy et al., “Design of Arduino UNO based smart irrigation system for real time applications,” International Journal of Reconfigurable and Embedded Systems, vol. 13, no. 1, pp. 105–110, 2024. https://doi.org/10.11591/ijres.v13.i1.pp105-110

[137] D. Sowmya and R. Praveen Sam, “Low cost and PI based smart home garden watering system using IOT,” International Journal of Recent Technology and Engineering, vol. 7, no. 6, pp. 399–402, 2019.

[138] Y. Ghoul and O. Naifar, “IoT based applications for healthcare and home automation,” Multimedia Tools and Applications, vol. 83, no. 10, pp. 29945–29967, 2024. https://doi.org/10.1007/s11042-023-16774-z

[139] M. Yan et al., “Smart Home Sleep Respiratory Monitoring System Based on a Breath-Responsive Covalent Organic Framework,” ACS Nano, vol. 18, no. 1, pp. 728–737, 2024. https://doi.org/10.1021/acsnano.3c09018

[140] M. Wasim Raed, I. Huseyinov, G. Ozdemir, I. Kotenko, and E. Fedorchenko, “An IoT-Based Smart Home for Elderly Suffering from Dementia,” in Lecture Notes in Networks and Systems, A. M.B., B. A.A., M. R.E., and K. I.R., Eds., Department of Computer Engineering, Istanbul Aydin University, Istanbul, Turkey: Springer Science and Business Media Deutschland GmbH, 2024, pp. 362–371. https://doi.org/10.1007/978-3-031-53824-7_33

[141] K. Stella, M. Menaka, R. Jeevitha, S. J. Jenila, A. Devi, and K. Vethapackiam, “Patient Pulse Rate and Oxygen Level Monitoring System Using IoT,” in Lecture Notes in Networks and Systems, J. P.P., A. M.S., and F.-G. P., Eds., Veltech Hightech Dr. Rangarajan Dr. Sakunthala Engineering College, Tamilnadu, Chennai, India: Springer Science and Business Media Deutschland GmbH, 2024, pp. 343–355. https://doi.org/10.1007/978-981-99-6586-1_23

[142] M. Zelenskaya, S. Whittington, J. Lyons, A. Vogel, and J. Korte, “Visual-gestural Interface for Auslan Virtual Assistant,” in 2023 SIGGRAPH Asia 2023 Emerging Technologies, SA Emerging Technologies 2023, S. S.N., Ed., Griffith University, Brisbane, QLD, Australia: Association for Computing Machinery, Inc, 2023. https://doi.org/10.1145/3610541.3614566

[143] S. P. Chatrati et al., “Smart home health monitoring system for predicting type 2 diabetes and hypertension,” Journal of King Saud University - Computer and Information Sciences, vol. 34, no. 3, pp. 862–870, 2022. https://doi.org/10.1016/j.jksuci.2020.01.010

[144] T. Bhowmik, R. Mojumder, D. Ghosh, and I. Banerjee, “IoT Based Smart Home-Health Monitoring System Using Dempster-Shafer Evidence Theory For Pandemic Situation,” in Proceedings of the 23rd International Conference on Distributed Computing and Networking, in ICDCN ’22. New York, NY, USA: Association for Computing Machinery, 2022, pp. 260–265. https://doi.org/10.1145/3491003.3493232

[145] S. Sasipriya, R. Gurupriya, B. Ilakkiya, and J. S. Kaavya, “IOT enabled Smart home and health monitoring System,” in Proceedings of the 6th International Conference on Communication and Electronics Systems, ICCES 2021, Sri Krishna College of Engineering and Technology, Department of Electronics and Communication Engineering, Coimbatore, India: Institute of Electrical and Electronics Engineers Inc., 2021, pp. 573–576. https://doi.org/10.1109/ICCES51350.2021.9488984

[146] R. K. Nath and H. Thapliyal, “Wearable Health Monitoring System for Older Adults in a Smart Home Environment,” in Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, University of Kentucky, Department of Electrical and Computer Engineering, Lexington, KY, United States: IEEE Computer Society, 2021, pp. 390–395. https://doi.org/10.1109/ISVLSI51109.2021.00077

[147] N. Ainane, M. Ouzzif, and K. Bouragba, “Health monitoring system in a smart home,” in ACM International Conference Proceeding Series, RITM Laboratory, ESTC, CED ENSEM, Hassan II University, Casablanca, Morocco: Association for Computing Machinery, 2019. https://doi.org/10.1145/3368756.3369102

[148] K. Patil, M. Laad, A. Kamble, and S. Laad, “A consumer-based smart home and health monitoring system,” International Journal of Computer Applications in Technology, vol. 58, no. 1, pp. 45–54, 2018. https://doi.org/10.1504/IJCAT.2018.094063

[149] H. Mshali, T. Lemlouma, and D. Magoni, “Adaptive monitoring system for e-health smart homes,” Pervasive and Mobile Computing, vol. 43, pp. 1–19, 2018. https://doi.org/10.1016/j.pmcj.2017.11.001

[150] K. Guan, M. Shao, and S. Wu, “A remote health monitoring system for the elderly based on smart home gateway,” Journal of Healthcare Engineering, vol. 2017, 2017. https://doi.org/10.1155/2017/5843504

[151] D. J. Freitas, T. B. Marcondes, L. H. V Nakamura, and R. I. Meneguette, “A health smart home system to report incidents for disabled people,” in Proceedings - IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2015, Federal Institute of São Paulo (IFSP), Catanduva, São Paulo, Brazil: Institute of Electrical and Electronics Engineers Inc., 2015, pp. 210–211. https://doi.org/10.1109/DCOSS.2015.28

[152] X. Wang and Y. Song, “Edge-Assisted IoMT-Based Smart-Home Monitoring System for the Elderly With Chronic Diseases,” IEEE Sensors Letters, vol. 7, no. 2, 2023. https://doi.org/10.1109/LSENS.2023.3240670

[153] E. Muniyandy, C. Ramapriyan, and D. S. Prakash, “Cloud-based home safety system with emergency activation,” in 2022 International Conference on Recent Advances in Industry 4.0 Technologies, ICRAIT 2022, M. A., A. J.R., and B. M.V.A.R., Eds., Department of Biosciences, Saveetha School of Engineering, Chennai, India: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0175627

[154] J. Lian, C. Du, J. Lou, L. Chen, and X. Yuan, “EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection,” ACM Transactions on Sensor Networks, vol. 20, no. 1, 2023. https://doi.org/10.1145/3615658

[155] P. Sarkhel and J. Chanda, “SecureHome: A Privacy Preserving Health Care Smart Home Systems,” in 2021 8th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2021, L. J.M., A.-M. M., J. Y., and B. E., Eds., B P Poddar Institute of Management and Technology, Kolkata, India: Institute of Electrical and Electronics Engineers Inc., 2021. https://doi.org/10.1109/IOTSMS53705.2021.9704945

[156] O. Omar, B. Sabti, A. Mehbodniya, A. Alwakeel, and A. Arafa, “Private home security and management system,” in 2022 International Conference on Intelligent System, ICIS 2022, K. R., S. K., P. S., and P. P.K., Eds., Kuwait College of Science and Technology, Doha, Kuwait: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0170921

[157] J. Pacheco and K. Miranda, “Design of a low-cost NFC door lock for a smart home system,” in IEMTRONICS 2020 - International IOT, Electronics and Mechatronics Conference, Proceedings, C. S., P. R., G. B., G. M., and P. S., Eds., Universidad Autónoma Metropolitana (UAM), Dept. Metmáticas Aplicadas y Sistemas, Cuajimalpa, Ciudad de México, Mexico: Institute of Electrical and Electronics Engineers Inc., 2020. https://doi.org/10.1109/IEMTRONICS51293.2020.9216409

[158] R. C. Tripathi, H. Singh, and A. Chakravarty, “Smart home sensorized security system,” in AIP Conference Proceedings, A. R., S. R., G. T.K., M. N.K., T. A., and A. null, Eds., Department of Computer Science Engineering, Teerthanker Mahaveer University, Uttar Pradesh, Moradabad, India: American Institute of Physics Inc., 2023. https://doi.org/10.1063/5.0125061

[159] M. R. Prathyusha and B. Bhowmik, “IoT-Enabled Smart Applications and Challenges,” in Proceedings of the 8th International Conference on Communication and Electronics Systems, ICCES 2023, National Institute of Technology Karnataka, Brics Laboratory, Department of Computer Science and Engineering, Mangalore, 575025, India: Institute of Electrical and Electronics Engineers Inc., 2023, pp. 354–360. https://doi.org/10.1109/ICCES57224.2023.10192597

[160] B. Rudra and S. Thanmayee, “Cyber-Physical Systems: Historical Evolution and Role in Future Autonomous Transportation,” in Internet of Things, National Institute of Technology Karnataka, Mangaluru, India: Springer Science and Business Media Deutschland GmbH, 2022, pp. 113–127. https://doi.org/10.1007/978-3-030-92054-8_7

[161] K. Prasat et al., “Analysis of Cross-Domain Security and Privacy Aspects of Cyber-Physical Systems,” International Journal of Wireless Information Networks, vol. 29, no. 4, pp. 454–479, 2022. https://doi.org/10.1007/s10776-022-00559-6

[162] C. Rodríguez-Gallego, F. Díez-Muñoz, M.-L. Martín-Ruiz, A.-M. Gabaldón, M. Dolón-Poza, and I. Pau, “A collaborative semantic framework based on activities for the development of applications in Smart Home living labs,” Future Generation Computer Systems, vol. 140, pp. 450–465, 2023. https://doi.org/10.1016/j.future.2022.10.027

[163] A. Habbal, M. K. Ali, and M. A. Abuzaraida, “Artificial Intelligence Trust, Risk and Security Management (AI TRiSM): Frameworks, applications, challenges and future research directions,” Expert Systems with Applications, vol. 240, 2024. https://doi.org/10.1016/j.eswa.2023.122442

[164] J. I. I. Araya and H. Rifà-Pous, “Anomaly-based cyberattacks detection for smart homes: A systematic literature review,” Internet of Things (Netherlands), vol. 22, 2023. https://doi.org/10.1016/j.iot.2023.100792

[165] K. Cao, S. Hu, Y. Shi, A. W. Colombo, S. Karnouskos, and X. Li, “A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems,” IEEE Transactions on Industrial Informatics, vol. 17, no. 11, pp. 7806–7819, 2021. https://doi.org/10.1109/TII.2021.3073066

[166] E. McMahon, M. Patton, S. Samtani, and H. Chen, “Benchmarking vulnerability assessment tools for enhanced cyber-physical system (CPS) Resiliency,” in 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018, L. D., M. G., K. P., and S. N., Eds., Management Information Systems, University of Arizona, Tucson, United States: Institute of Electrical and Electronics Engineers Inc., 2018, pp. 100–105. https://doi.org/10.1109/ISI.2018.8587353

[167] S. Pazouki, N. A. Golilarz, S. M. Kazemi-Razi, and A. Aydeger, “A self-healing cybersecurity mechanism for cyberattacks targeting artificial neural network-based human brain implants controlling smart homes,” in International Conference on Electrical, Computer, and Energy Technologies, ICECET 2022, Southern Illinois University, School of Electrical Computer and Biomedical Engineering, Carbondale, IL, United States: Institute of Electrical and Electronics Engineers Inc., 2022. https://doi.org/10.1109/ICECET55527.2022.9872885

[168] Y. Liu, Y. Zhou, and S. Hu, “Combating Coordinated Pricing Cyberattack and Energy Theft in Smart Home Cyber-Physical Systems,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 37, no. 3, pp. 573–586, 2018. https://doi.org/10.1109/TCAD.2017.2717781

[169] A. Raza, L. Jingzhao, Y. Ghadi, M. Adnan, and M. Ali, “Smart home energy management systems: Research challenges and survey,” Alexandria Engineering Journal, vol. 92, pp. 117–170, 2024. https://doi.org/10.1016/j.aej.2024.02.033.

[170] Y. Zhou, F. R. Yu, J. Chen, and Y. Kuo, “Cyber-Physical-Social Systems: A State-of-the-Art Survey, Challenges and Opportunities,” IEEE Communications Surveys and Tutorials, vol. 22, no. 1, pp. 389–425, 2020. https://doi.org/10.1109/COMST.2019.2959013

[171] S. Terreno, A. Akanmu, C. J. Anumba, and J. Olayiwola, “Cyber-Physical Social Systems for Facility Management,” in Cyber-Physical Systems in the Built Environment, Pennsylvania State University, State College, PA, United States: Springer International Publishing, 2020, pp. 297–308. https://doi.org/10.1007/978-3-030-41560-0_16

[172] M. Doctorarastoo, K. Flanigan, M. Bergés, and C. McComb, “Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives,” in BuildSys 2023 - Proceedings of the10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Carnegie Mellon University, Pittsburgh, PA, United States: Association for Computing Machinery, Inc, 2023, pp. 385–389. https://doi.org/10.1145/3600100.3626340

Downloads

Published

2026-01-15

How to Cite

Ferruzola-Gomez, E., Beltrán Robayo, N., Barrera Rea, M., & Barros Naranjo, J. (2026). Cyber-physical systems in the smart home: a review. International Journal of Computational Innovations, Intelligent Systems and AI, 2(1), 92–121. https://doi.org/10.64439/cisai.v2i1.10