Skip to main content
Erschienen in: Telecommunication Systems 3/2021

15.04.2021

A systematic review of the research framework and evolution of smart homes based on the internet of things

verfasst von: Yi Sun, Shihui Li

Erschienen in: Telecommunication Systems | Ausgabe 3/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The Internet of Things has brought unprecedented technological innovation to smart homes, but the impact of this change on technology and users is limited and dispersed. Based on a systematic literature review, the present research conducted a quantitative analysis of 2874 papers (published in 2008–2020) obtained from the Web of Science to bridge the research gap. The current research identifies the development status and trends, country distribution, and journal categories in this area. Then, based on the main topics covered by smart homes, we proposed a holistic research framework that integrates the infrastructure layer, the communications technology layer, the data analytics layer, and the user service layer. The framework analyzed wireless sensing networks, communication protocols, and security threats, as well as the activity identification process and user services, highlighting the lack of some degree of integration in this area. This study also discussed the evolution of hot spots in the field of smart homes and summarized potential future research directions. Finally, in the discussion section, this paper summarized the research contribution and compared the main proposed technical solutions. We hope this work will provide a solid basis for research and practical guidance for scholars and developers interested in smart homes based on the Internet of Things.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015). Internet of things: A survey on enabling technologies, protocols, and applications. IEEE Commun Surv TUTORIALS, 17, 2347–2376.CrossRef Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015). Internet of things: A survey on enabling technologies, protocols, and applications. IEEE Commun Surv TUTORIALS, 17, 2347–2376.CrossRef
2.
Zurück zum Zitat Machorro-Cano, I., Alor-Hernández, G., Paredes-Valverde, M. A., Rodríguez-Mazahua, L., Sánchez-Cervantes, J. L., & Olmedo-Aguirre, J. O. (2020). HEMS-IoT: a big data and machine learning-based smart home system for energy saving. Energies. https://doi.org/10.3390/en13051097.CrossRef Machorro-Cano, I., Alor-Hernández, G., Paredes-Valverde, M. A., Rodríguez-Mazahua, L., Sánchez-Cervantes, J. L., & Olmedo-Aguirre, J. O. (2020). HEMS-IoT: a big data and machine learning-based smart home system for energy saving. Energies. https://​doi.​org/​10.​3390/​en13051097.CrossRef
7.
Zurück zum Zitat Zhang, Q., Yin, M. L., & YJ, . (2007). A regular nine-prism array of patches for wireless LANs. IEICE Transactions on Communications, E-90-B(6), 1467–1473.CrossRef Zhang, Q., Yin, M. L., & YJ, . (2007). A regular nine-prism array of patches for wireless LANs. IEICE Transactions on Communications, E-90-B(6), 1467–1473.CrossRef
9.
Zurück zum Zitat Eltresy, N. A., Dardeer, O. M., Al-Habal, A., Elhariri, E., Abotaleb, A. M., Elsheakh, D. N., Khattab, A., Taie, S. A., Mostafa, H., Elsadek, H. A., & Abdallah, E. A. (2020). Smart home IoT system by using RF energy harvesting. J Sensors, 2020, 1–14. https://doi.org/10.1155/2020/8828479.CrossRef Eltresy, N. A., Dardeer, O. M., Al-Habal, A., Elhariri, E., Abotaleb, A. M., Elsheakh, D. N., Khattab, A., Taie, S. A., Mostafa, H., Elsadek, H. A., & Abdallah, E. A. (2020). Smart home IoT system by using RF energy harvesting. J Sensors, 2020, 1–14. https://​doi.​org/​10.​1155/​2020/​8828479.CrossRef
10.
Zurück zum Zitat Roudjane, M., Bellemare-Rousseau, S., Khalil, M., Gorgutsa, S., Miled, A., & Messaddeq, Y. (2018). A portable wireless communication platform based on a multi-material fiber sensor for real-time breath detection. Sensors (Switzerland). https://doi.org/10.3390/s18040973.CrossRef Roudjane, M., Bellemare-Rousseau, S., Khalil, M., Gorgutsa, S., Miled, A., & Messaddeq, Y. (2018). A portable wireless communication platform based on a multi-material fiber sensor for real-time breath detection. Sensors (Switzerland). https://​doi.​org/​10.​3390/​s18040973.CrossRef
14.
Zurück zum Zitat Lazaroiu C, Roscia M (2017) Smart district through IoT and Blockchain. In: 2017 IEEE 6th international conference on renewable energy research and applications (ICRERA), pp 454–461 Lazaroiu C, Roscia M (2017) Smart district through IoT and Blockchain. In: 2017 IEEE 6th international conference on renewable energy research and applications (ICRERA), pp 454–461
22.
Zurück zum Zitat Lutolf R (1992) Smart home concept and the integration of energy meters into a home based system. In: Seventh international conference on metering apparatus and tariffs for electricity supply 1992. IET, pp 277–278 Lutolf R (1992) Smart home concept and the integration of energy meters into a home based system. In: Seventh international conference on metering apparatus and tariffs for electricity supply 1992. IET, pp 277–278
24.
Zurück zum Zitat De Silva, L. C., Morikawa, C., & Petra, I. M. (2012). State of the art of smart homes. Engineering Applications of Artificial Intelligence, 25, 1313–1321.CrossRef De Silva, L. C., Morikawa, C., & Petra, I. M. (2012). State of the art of smart homes. Engineering Applications of Artificial Intelligence, 25, 1313–1321.CrossRef
32.
Zurück zum Zitat Alamri, M., Jhanjhi, N. Z., & Humayun, M. (2019). Blockchain for Internet of Things (IoT) research issues challenges & future directions: a review. Int J Comput Sci Netw Secur, 19, 244–258. Alamri, M., Jhanjhi, N. Z., & Humayun, M. (2019). Blockchain for Internet of Things (IoT) research issues challenges & future directions: a review. Int J Comput Sci Netw Secur, 19, 244–258.
34.
Zurück zum Zitat Abdullah, T. A. A., Ali, W., Malebary, S., & Abdullah, A. A. (2019). A review of cyber security challenges, attacks and solutions for internet of things based smart home. Int J Comput Sci Netw Secur, 19, 139–146. Abdullah, T. A. A., Ali, W., Malebary, S., & Abdullah, A. A. (2019). A review of cyber security challenges, attacks and solutions for internet of things based smart home. Int J Comput Sci Netw Secur, 19, 139–146.
40.
42.
Zurück zum Zitat Eskofier, B. M., Lee, S. I., Baron, M., Simon, A., Martindale, C. F., Gassner, H., & Klucken, J. (2017). An overview of smart shoes in the internet of health things: gait and mobility assessment in health promotion and disease monitoring. Applied Sciences. https://doi.org/10.3390/app7100986.CrossRef Eskofier, B. M., Lee, S. I., Baron, M., Simon, A., Martindale, C. F., Gassner, H., & Klucken, J. (2017). An overview of smart shoes in the internet of health things: gait and mobility assessment in health promotion and disease monitoring. Applied Sciences. https://​doi.​org/​10.​3390/​app7100986.CrossRef
43.
Zurück zum Zitat Potorti, F., Park, S., Jimenez Ruiz, A. R., Barsocchi, P., Girolami, M., Crivello, A., Lee, S. Y., Lim, J. H., Torres-Sospedra, J., Seco, F., Montoliu, R., Mendoza-Silva, G. M., Rubio, M. D. P., Losada-Gutierrez, C., Espinosa, F., & Macias-Guarasa, J. (2017). Comparing the performance of indoor localization systems through the EvAAL framework. Sensors. https://doi.org/10.3390/s17102327.CrossRef Potorti, F., Park, S., Jimenez Ruiz, A. R., Barsocchi, P., Girolami, M., Crivello, A., Lee, S. Y., Lim, J. H., Torres-Sospedra, J., Seco, F., Montoliu, R., Mendoza-Silva, G. M., Rubio, M. D. P., Losada-Gutierrez, C., Espinosa, F., & Macias-Guarasa, J. (2017). Comparing the performance of indoor localization systems through the EvAAL framework. Sensors. https://​doi.​org/​10.​3390/​s17102327.CrossRef
45.
Zurück zum Zitat Talal, M., Zaidan, A. A., Zaidan, B. B., Albahri, A. S., Alamoodi, A. H., Albahri, O. S., Alsalem, M. A., Lim, C. K., Tan, K. L., Shir, W. L., & Mohammed, K. I. (2019). Smart home-based IoT for real-time and secure remote health monitoring of triage and priority system using body sensors: multi-driven systematic review. Journal of Medical Systems, 43, 34. https://doi.org/10.1007/s10916-019-1158-z.CrossRef Talal, M., Zaidan, A. A., Zaidan, B. B., Albahri, A. S., Alamoodi, A. H., Albahri, O. S., Alsalem, M. A., Lim, C. K., Tan, K. L., Shir, W. L., & Mohammed, K. I. (2019). Smart home-based IoT for real-time and secure remote health monitoring of triage and priority system using body sensors: multi-driven systematic review. Journal of Medical Systems, 43, 34. https://​doi.​org/​10.​1007/​s10916-019-1158-z.CrossRef
50.
Zurück zum Zitat Zaidan, A. A., Zaidan, B. B., Qahtan, M. Y., Albahri, O. S., Albahri, A. S., Alaa, M., Jumaah, F. M., Talal, M., Tan, K. L., Shir, W. L., & Lim, C. K. (2018). A survey on communication components for IoT-based technologies in smart homes. Telecommunication Systems, 69, 1–25. https://doi.org/10.1007/s11235-018-0430-8.CrossRef Zaidan, A. A., Zaidan, B. B., Qahtan, M. Y., Albahri, O. S., Albahri, A. S., Alaa, M., Jumaah, F. M., Talal, M., Tan, K. L., Shir, W. L., & Lim, C. K. (2018). A survey on communication components for IoT-based technologies in smart homes. Telecommunication Systems, 69, 1–25. https://​doi.​org/​10.​1007/​s11235-018-0430-8.CrossRef
51.
Zurück zum Zitat Kitchenham B (2007) Guidelines for performing systematic literature reviews in software engineering. Keele Univ Durham Univ Jt Rep Kitchenham B (2007) Guidelines for performing systematic literature reviews in software engineering. Keele Univ Durham Univ Jt Rep
57.
Zurück zum Zitat Qin, Y., Zhang, Q., & Liu, Y. (2020). Analysis of knowledge bases and research focuses of cerebral ischemia-reperfusion from the perspective of mapping knowledge domain. Brain Research Bulletin, 156, 15–24.CrossRef Qin, Y., Zhang, Q., & Liu, Y. (2020). Analysis of knowledge bases and research focuses of cerebral ischemia-reperfusion from the perspective of mapping knowledge domain. Brain Research Bulletin, 156, 15–24.CrossRef
59.
Zurück zum Zitat Small, H. (1973). Co-citation in the scientific literature: a new measure of the relationship between two documents. Journal of the Association for Information Science and Technology, 24, 265–269. Small, H. (1973). Co-citation in the scientific literature: a new measure of the relationship between two documents. Journal of the Association for Information Science and Technology, 24, 265–269.
64.
Zurück zum Zitat Lyons, B. E., Austin, D., Seelye, A., Petersen, J., Yeargers, J., Riley, T., Sharma, N., Mattek, N., Wild, K., Dodge, H., & Kaye, J. A. (2015). Pervasive computing technologies to continuously assess Alzheimer’s disease progression and intervention efficacy. Front Aging Neurosci, 7, 14. https://doi.org/10.3389/fnagi.2015.00102.CrossRef Lyons, B. E., Austin, D., Seelye, A., Petersen, J., Yeargers, J., Riley, T., Sharma, N., Mattek, N., Wild, K., Dodge, H., & Kaye, J. A. (2015). Pervasive computing technologies to continuously assess Alzheimer’s disease progression and intervention efficacy. Front Aging Neurosci, 7, 14. https://​doi.​org/​10.​3389/​fnagi.​2015.​00102.CrossRef
70.
Zurück zum Zitat Solutions, N., Pathak, G., & Gutierrez, J. (2020). Security in low powered wide area networks: opportunities for software defined network-supported solutions. Electronics, 9, 1195.CrossRef Solutions, N., Pathak, G., & Gutierrez, J. (2020). Security in low powered wide area networks: opportunities for software defined network-supported solutions. Electronics, 9, 1195.CrossRef
79.
Zurück zum Zitat Gowrishankar S, Madhu N, Basavaraju TG (2015) Role of BLE in proximity based automation of IoT: a practical approach. In: 2015 IEEE recent advances in intelligent computational systems (RAICS). IEEE, pp 400–405 Gowrishankar S, Madhu N, Basavaraju TG (2015) Role of BLE in proximity based automation of IoT: a practical approach. In: 2015 IEEE recent advances in intelligent computational systems (RAICS). IEEE, pp 400–405
80.
Zurück zum Zitat Perumal, T., Ramli, A. R., & Leong, C. Y. (2011). Interoperability framework for smart home systems. IEEE Transactions on Consumer Electronics, 57, 1607–1611.CrossRef Perumal, T., Ramli, A. R., & Leong, C. Y. (2011). Interoperability framework for smart home systems. IEEE Transactions on Consumer Electronics, 57, 1607–1611.CrossRef
81.
Zurück zum Zitat Krishna MB, Verma A (2016) A framework of smart homes connected devices using internet of things. In: 2016 2nd international conference on contemporary computing and informatics (IC3I). IEEE, pp 810–815 Krishna MB, Verma A (2016) A framework of smart homes connected devices using internet of things. In: 2016 2nd international conference on contemporary computing and informatics (IC3I). IEEE, pp 810–815
84.
Zurück zum Zitat Pham-Huu D-N, Nguyen V-H, Trinh V-A, Bui V-H, Pham H-A (2015) Towards an open framework for home automation development. In: 2015 international conference on advanced computing and applications (ACOMP). IEEE, pp 75–81 Pham-Huu D-N, Nguyen V-H, Trinh V-A, Bui V-H, Pham H-A (2015) Towards an open framework for home automation development. In: 2015 international conference on advanced computing and applications (ACOMP). IEEE, pp 75–81
88.
Zurück zum Zitat Perera, C., Ranjan, R., Wang, L., Khan, S. U., & Zomaya, A. Y. (2015). Big data privacy in the internet of things era. IT Prof, 17, 32–39.CrossRef Perera, C., Ranjan, R., Wang, L., Khan, S. U., & Zomaya, A. Y. (2015). Big data privacy in the internet of things era. IT Prof, 17, 32–39.CrossRef
91.
Zurück zum Zitat Serror M, Henze M, Hack S, Schuba M, Wehrle K (2018) Towards in-network security for smart homes. In: Proceedings of the 13th international conference on availability, reliability and security. pp 1–8 Serror M, Henze M, Hack S, Schuba M, Wehrle K (2018) Towards in-network security for smart homes. In: Proceedings of the 13th international conference on availability, reliability and security. pp 1–8
92.
Zurück zum Zitat OConnor TJ, Mohamed R, Miettinen M, Enck W, Reaves B, Sadeghi A-R (2019) HomeSnitch: behavior transparency and control for smart home IoT devices. In: Proceedings of the 12th conference on security and privacy in wireless and mobile networks, pp 128–138 OConnor TJ, Mohamed R, Miettinen M, Enck W, Reaves B, Sadeghi A-R (2019) HomeSnitch: behavior transparency and control for smart home IoT devices. In: Proceedings of the 12th conference on security and privacy in wireless and mobile networks, pp 128–138
94.
Zurück zum Zitat Nobakht M, Sivaraman V, Boreli R (2016) A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow. In: 2016 11th international conference on availability, reliability and security (ARES). IEEE, pp 147–156 Nobakht M, Sivaraman V, Boreli R (2016) A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow. In: 2016 11th international conference on availability, reliability and security (ARES). IEEE, pp 147–156
96.
101.
Zurück zum Zitat Han D, Kim H, Jang J (2017) Blockchain based smart door lock system. In: 2017 international conference on information and communication technology convergence (ICTC), pp 1165–1167 Han D, Kim H, Jang J (2017) Blockchain based smart door lock system. In: 2017 international conference on information and communication technology convergence (ICTC), pp 1165–1167
102.
Zurück zum Zitat Dorri A, Kanhere SS, Jurdak R, Gauravaram P (2017) 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), pp 618–623 Dorri A, Kanhere SS, Jurdak R, Gauravaram P (2017) 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), pp 618–623
112.
Zurück zum Zitat Bulling, A., Blanke, U., & Schiele, B. (2014). A tutorial on human activity recognition using body-worn inertial sensors. ACM Computing Surveys, 46, 1–33.CrossRef Bulling, A., Blanke, U., & Schiele, B. (2014). A tutorial on human activity recognition using body-worn inertial sensors. ACM Computing Surveys, 46, 1–33.CrossRef
115.
Zurück zum Zitat Doctor, F., Hagras, H., & Callaghan, V. (2004). A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments. IEEE Trans Syst MAN Cybern Part A Syst Humans, 35, 55–65.CrossRef Doctor, F., Hagras, H., & Callaghan, V. (2004). A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments. IEEE Trans Syst MAN Cybern Part A Syst Humans, 35, 55–65.CrossRef
117.
Zurück zum Zitat Ni, Q., Hernando, A. B. G., & de la Cruz, I. P. (2015). The elderly’s independent living in smart homes: a characterization of activities and sensing infrastructure survey to facilitate services development. Sensors, 15, 11312–11362. https://doi.org/10.3390/s150511312.CrossRef Ni, Q., Hernando, A. B. G., & de la Cruz, I. P. (2015). The elderly’s independent living in smart homes: a characterization of activities and sensing infrastructure survey to facilitate services development. Sensors, 15, 11312–11362. https://​doi.​org/​10.​3390/​s150511312.CrossRef
118.
Zurück zum Zitat Schweizer D, Zehnder M, Wache H, Witschel H-F, Zanatta D, Rodriguez M (2015) Using consumer behavior data to reduce energy consumption in smart homes: applying machine learning to save energy without lowering comfort of inhabitants. In: 2015 IEEE 14th international conference on machine learning and applications (ICMLA). IEEE, pp 1123–1129 Schweizer D, Zehnder M, Wache H, Witschel H-F, Zanatta D, Rodriguez M (2015) Using consumer behavior data to reduce energy consumption in smart homes: applying machine learning to save energy without lowering comfort of inhabitants. In: 2015 IEEE 14th international conference on machine learning and applications (ICMLA). IEEE, pp 1123–1129
130.
Zurück zum Zitat Paredes-Valverde, M. A., Alor-Hernandez, G., Garcia-Alcaraz, J. L., Salas-Zarate, M. D., Colombo-Mendoza, L. O., & Sanchez-Cervantes, J. L. (2020). IntelliHome: an internet of things-based system for electrical energy saving in smart home environment. Computational Intelligence. https://doi.org/10.1111/coin.12252.CrossRef Paredes-Valverde, M. A., Alor-Hernandez, G., Garcia-Alcaraz, J. L., Salas-Zarate, M. D., Colombo-Mendoza, L. O., & Sanchez-Cervantes, J. L. (2020). IntelliHome: an internet of things-based system for electrical energy saving in smart home environment. Computational Intelligence. https://​doi.​org/​10.​1111/​coin.​12252.CrossRef
149.
Zurück zum Zitat Yang, G., Xie, L., Mantysalo, M., Zhou, X. L., Pang, Z. B., Xu, L. D., Kao-Walter, S., Chen, Q., & Zheng, L. R. (2014). A health-IoT platform based on the integration of intelligent packaging, unobtrusive bio-sensor, and intelligent medicine box. IEEE Trans Ind Informatics, 10, 2180–2191. https://doi.org/10.1109/tii.2014.2307795.CrossRef Yang, G., Xie, L., Mantysalo, M., Zhou, X. L., Pang, Z. B., Xu, L. D., Kao-Walter, S., Chen, Q., & Zheng, L. R. (2014). A health-IoT platform based on the integration of intelligent packaging, unobtrusive bio-sensor, and intelligent medicine box. IEEE Trans Ind Informatics, 10, 2180–2191. https://​doi.​org/​10.​1109/​tii.​2014.​2307795.CrossRef
154.
Zurück zum Zitat Masek, P., Hosek, J., Zeman, K., Stusek, M., Kovac, D., Cika, P., Masek, J., Andreev, S., & Kropfl, F. (2016). Implementation of true IoT vision: survey on enabling protocols and hands-on experience. International Journal of Distributed Sensor Networks. https://doi.org/10.1155/2016/8160282.CrossRef Masek, P., Hosek, J., Zeman, K., Stusek, M., Kovac, D., Cika, P., Masek, J., Andreev, S., & Kropfl, F. (2016). Implementation of true IoT vision: survey on enabling protocols and hands-on experience. International Journal of Distributed Sensor Networks. https://​doi.​org/​10.​1155/​2016/​8160282.CrossRef
159.
Zurück zum Zitat Dorri A, Kanhere SS, Jurdak R (2017) Towards an optimized blockchain for IoT. In: Proceedings of the second international conference on internet-of-things design and implementation. Association for Computing Machinery, New York, NY, USA, pp 173–178 Dorri A, Kanhere SS, Jurdak R (2017) Towards an optimized blockchain for IoT. In: Proceedings of the second international conference on internet-of-things design and implementation. Association for Computing Machinery, New York, NY, USA, pp 173–178
Metadaten
Titel
A systematic review of the research framework and evolution of smart homes based on the internet of things
verfasst von
Yi Sun
Shihui Li
Publikationsdatum
15.04.2021
Verlag
Springer US
Erschienen in
Telecommunication Systems / Ausgabe 3/2021
Print ISSN: 1018-4864
Elektronische ISSN: 1572-9451
DOI
https://doi.org/10.1007/s11235-021-00787-w

Weitere Artikel der Ausgabe 3/2021

Telecommunication Systems 3/2021 Zur Ausgabe

Neuer Inhalt