An Intelligent, Secure, and Smart Home Automation System
المؤلفون المشاركون
Zikria, Yousaf Bin
Umer, Muhammad
Majeed, Rizwan
Abdullah, Nurul Azma
Ashraf, Imran
Mushtaq, Muhammad Faheem
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-10-29
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
الملخص EN
The idea of a smart home is getting attention for the last few years.
The key challenges in a smart home are intelligent decision making, secure identification, and authentication of the IoT devices, continuous connectivity, data security, and privacy issues.
The existing systems are targeting one or two of these issues whereas a smart home automation system that is not only secure but also has intelligent decision making and analytical abilities is the need of time.
In this paper, we present a novel idea of a smart home that uses a machine learning algorithm (Support Vector Machine) for intelligent decision making and also uses blockchain technology to ensure identification and authentication of the IoT devices.
Emerging blockchain technology plays a vital role by providing a reliable, secure, and decentralized mechanism for identification and authentication of the IoT devices used in the proposed home automation system.
Moreover, the SVM classifier is applied to classify the status of devices used in the proposed smart home automation system into one of the two categories, i.e., “ON” and “OFF.” This system is based on Raspberry Pi, 5 V relay circuit, and some sensors.
A mobile application is developed using the Android platform.
Raspberry Pi acting as the server maintains the database of each appliance.
The HTTP web interface and apache server are used for communication among the Android app and Raspberry Pi.
The proposed idea is tested in the lab and real life to validate its effectiveness and usefulness.
It is also ensured that the hardware and technology used in the proposed idea are cheap, easily available, and replicable.
The experimental results highlight its significance and validate the proof of the concept.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Majeed, Rizwan& Abdullah, Nurul Azma& Ashraf, Imran& Zikria, Yousaf Bin& Mushtaq, Muhammad Faheem& Umer, Muhammad. 2020. An Intelligent, Secure, and Smart Home Automation System. Scientific Programming،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1209025
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Majeed, Rizwan…[et al.]. An Intelligent, Secure, and Smart Home Automation System. Scientific Programming No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1209025
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Majeed, Rizwan& Abdullah, Nurul Azma& Ashraf, Imran& Zikria, Yousaf Bin& Mushtaq, Muhammad Faheem& Umer, Muhammad. An Intelligent, Secure, and Smart Home Automation System. Scientific Programming. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1209025
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1209025
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر