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A Study of Data Store-based Home Automation [article]

Kaushal Kafle, Kevin Moran, Sunil Manandhar, Adwait Nadkarni, Denys Poshyvanyk
2018 arXiv   pre-print
involving apps and devices) via manipulation of state variables in a centralized data store.  ...  Home automation platforms provide a new level of convenience by enabling consumers to automate various aspects of physical objects in their homes.  ...  F T g m C o / X x 4 + R 5 d G G a M w k a a E R k v 1 9 0 S O Y 6 V m c W A 6 Y HOME AUTOMATION VIA CENTRALIZED DATA STORES This section describes the general characteristics of data store-based platforms  ... 
arXiv:1812.01597v1 fatcat:6hufgx3bijftbdda5e5ocnlxva

Big Data and Personalisation for Non-Intrusive Smart Home Automation

Suriya Priya R. Asaithambi, Sitalakshmi Venkatraman, Ramanathan Venkatraman
2021 Big Data and Cognitive Computing  
We demonstrate the implementation of our proposed novel technology instantiation approach for achieving non-intrusive IoT based big data analytics with a use case of a smart home environment.  ...  This paper proposes a non-intrusive approach of integrating and collecting data from open standard IoT devices for personalised smart home automation using big data analytics and machine learning.  ...  Informed Consent Statement: Informed consent was obtained from all subjects involved in the study. Data Availability  ... 
doi:10.3390/bdcc5010006 fatcat:6dv4b3dvbrdkjei2vvccr5pstq

A cloud based and Android supported scalable home automation system

Ilker Korkmaz, Senem Kumova Metin, Alper Gurek, Caner Gur, Cagri Gurakin, Mustafa Akdeniz
2015 Computers & electrical engineering  
They are also grateful to Umit Tarhan and Erman Selim for their contribution in the local hardware configuration of the prototype system.  ...  Acknowledgement The authors would like to thank the anonymous reviewers for their valuable comments and suggestions to improve the quality of the paper.  ...  [10, 11] are the studies in which cloud based framework for smart home and a cloud based monitoring framework to implement the remote monitoring services of smart home are presented respectively.  ... 
doi:10.1016/j.compeleceng.2014.11.010 fatcat:g4g5vsb5i5d2xfzshtcjycvr74

IoT Based Approach for Load Controlling and Smart Home Security Systems

Dr. D K Shedge, Pradnya Jadhav, Shantanu Jagtap, Arbaz Naddaf
2022 International Journal for Research in Applied Science and Engineering Technology  
ILM is based on low-end meter devices attached to home appliances in opposition to NILM techniques, where only a single point of sensing is needed.  ...  The main function of the appliance recognition module is to label sensor data and allow the implementation of different home applications. Keywords: Smart Homes , Home Security, Load Controlling .  ...  ., A. Literature Survey Some studies related to smart home systems, among others, were conducted by M. Aluh Ashari [8], who conducted a study of "IoT Based Smart Home Systems Using NodeMCU"".  ... 
doi:10.22214/ijraset.2022.43696 fatcat:qakdxdkipbdcjjerzxn4ncmbca

Design of Home Automation System using Dual-Tone Multi-Frequency Technique

Chandan Chaudhary, Alisha Kshetri, Sujay Lal Shrestha, Kamal Chapagain
2021 Himalayan Journal of Applied Science and Engineering  
With the growth of modern wireless technology and the advancement in the field of automation, a cost-effective home automation system to operate remotely located electrical appliances has been designed  ...  This data from the app is further decoded and stored in the flip-flop and is used to trigger the relay through relay drivers. Based on the signal or the touch tones, the appliances are controlled.  ...  Acknowledgments: This research was conducted in the energy data analytics and forecasting (EnDAF) laboratory, department of Electrical and Electronics Engineering (DoEEE), KU.  ... 
doi:10.3126/hijase.v2i2.44116 fatcat:6qrty3o5svabffxsn7xdihrxli

A Speech Activated Control System for Infrared Appliances

Ajaegbu Chigozirim, Adetunji Oluwatofunmi, Vivian Nwaocha, Ndunagu Juliana
2020 Journal Europeen des Systemes Automatises  
The result of the study showed a control system providing support for older model infrared appliances.  ...  A prototype model was adopted with limited functionalities, in order to enable quick implementation and facilitate the analysis of the working of the project.  ...  To store a data item, a tag is specified under which it will be stored. To retrieved stored data, its corresponding tag just has to be provided.  ... 
doi:10.18280/jesa.530113 fatcat:dsz35az2ofer7ptfpwatmu6mei


Shameem Ahmad, Arghya Saha, Leong Wen Chek, Saad Mekhilef, Tariful Azam, Mahrous Ahmed, Mohamed Orabi, Sherif Ghoneim, Mosleh Alharthi, Basem Alamri
2019 ASEAN Engineering Journal  
Lastly, data have been measured from the different sensors and power consumption of the devices were calculated and showed on a graph. .  ...  Conventional Home Automation Systems lack many of the essential properties of home automation system, which are now easily accessible with modern technologies like IoT where every device is connected and  ...  Comparison with Other Studies Conclusions The proposed system with Arduino, Raspberry Pi, ESP8266 and a number of open-source software packages covers most of the present issues in home automation systems  ... 
doi:10.11113/aej.v9.15513 fatcat:j7fc5qucije35lovdn4rtpsqae

A Forensic Analysis of Home Automation Devices (FAHAD) Model: Kasa Smart Light Bulb and Eufy Floodlight Camera as Case Studies

Fahad E. Salamh
2021 International Journal of Cyber Forensics and Advanced Threat Investigations  
The analysis includes a data-set of home automation devices provided by the VTO labs: (1) the eufy floodlight camera, and (2) the Kasa smart light bulb.  ...  The adoption of smart devices to migrate homeowners from traditional homes to smart homes has been noticeable.  ...  From automobiles to smart homes, the modern style of homes will deploy IoT devices to automate home-based tasks.  ... 
doi:10.46386/ijcfati.v1i1-3.16 fatcat:s7dapo7eg5bmlpxelmaq2r3hmm

Advance Dynamic Network System of Internet of Things

2019 International journal of recent technology and engineering  
Constructing automation is a crucial part of IOT based smart spaces for attaining user comfortableness, energy efficiency and cost reduction.  ...  Current technologies for constructing automation are based on syntactic mapping among various sub systems of smart spaces.  ...  [3] have Designed and Enactment of a Low-Cost Arduino-Based Smart Home System [2] .  ... 
doi:10.35940/ijrte.c5657.098319 fatcat:kqymcmsz7rfuthordi54augdjm

Smart GSM Based Home Automation System [article]

Rozita Teymourzadeh, Salah Addin Ahmed, Kok Wai Chan, Mok Vee Hoong
2018 arXiv   pre-print
The proposed prototype of GSM based home automation system was implemented and tested with a maximum of four loads and shows the accuracy of greater or equal 98%.  ...  The concept of serial communication and AT-commands has been applied towards the development of the smart GSM-based home automation system.  ...  Fig. 8 . 8 Prototype of proposed GSM based home automation system.  ... 
arXiv:1806.03715v1 fatcat:qve6emdtljhbtlxlfhlgafa3ca

Challenges In Control And Monitoring Of Home-Based Electronic Devices: A Case For Iot-Based Automation System

Kamulegeya Grace, Ssekanjako Kizito, Kalyesubula Noah, Kiryowa Francis, Mawanda Ian
2018 Zenodo  
This paper presents a survey on the challenges homeowners face in controlling and monitoring of home-based electronic devices.  ...  Home automation provides many kinds of services such as; reducing human labor, effort, time and errors due to human negligence.  ...  Cloud-based home appliance monitoring and controlling System was implemented with Raspberry Pi to collect metadata from home appliances and send to the cloud-based data server to store on HDFS (Hadoop  ... 
doi:10.5281/zenodo.1260385 fatcat:3n4cd7qa25ar3ordtqo7vyx3ru

Security in Centralized Data Store-based Home Automation Platforms

Kaushal Kafle, Kevin Moran, Sunil Manandhar, Adwait Nadkarni, Denys Poshyvanyk
2020 ACM Transactions on Cyber-Physical Systems  
involving apps and devices) via manipulation of state variables in a centralized data store.  ...  Home automation platforms enable consumers to conveniently automate various physical aspects of their homes.  ...  HOME AUTOMATION VIA CENTRALIZED DATA STORES This section describes the general characteristics of data store-based platforms, i.e., smart home platforms that use a centralized data store to facilitate  ... 
doi:10.1145/3418286 fatcat:wngbtqkkizdrffsueqnq4ym36y

A Smart Sensing Architecture for Domestic Monitoring: Methodological Approach and Experimental Validation

Andrea Monteriù, Mario Prist, Emanuele Frontoni, Sauro Longhi, Filippo Pietroni, Sara Casaccia, Lorenzo Scalise, Annalisa Cenci, Luca Romeo, Riccardo Berta, Loreto Pescosolido, Gianni Orlandi (+1 others)
2018 Sensors  
The proposed solution has been experimentally tested in a pilot study based on the development of both sensors and services for elderly users at home.  ...  Smart homes play a strategic role for improving life quality of people, enabling to monitor people at home with numerous intelligent devices.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s18072310 pmid:30018200 pmcid:PMC6068825 fatcat:liuk6rbiqrgc7cjkfkujr7d5fi

Experimental studies on Bio-Home Automation using IoT aiming for Security and Safety

Venkata Sumana C H
2020 Bioscience Biotechnology Research Communications  
The smart home automation system uses an android smartphone to easily control home appliances from any location around the world through an internet connection and will act as a smart monitoring security  ...  automatically only during motion detection, the system saves a lot of storage space.  ...  The proposed system is a home automation and security system based on IoT that aims at developing a reliable system to provide a reliable home automation solution. not only does the smart word minimize  ... 
doi:10.21786/bbrc/13.13/53 fatcat:n2bn34kb7bajhggbbrixtxseqi

A Study on Development of IoT Software Vulnerability (Using Fake Information) Response System based on Artificial Intelligence

Jang Mook KANG, Choel Hee YOON, Jiho SHIN
2018 International Journal of Engineering & Technology  
Sequentially, To acquire the data from the device, internal data and network data of the specified device after searching the protocol of the IoT device, it is possible to cope with IoT software vulnerability  ...  The use of IoT devices such as wearable digital devices based on mobile devices is increasingly evident.  ...  It performs network traffic, DPI analysis, IoT protocol analysis and SPI in the pre-processed area, loads the stored log into the automated data base, classifies the anomaly according to the automated  ... 
doi:10.14419/ijet.v7i3.33.18598 fatcat:ofbug7op2zc3hmmzwt3ijzvnaa
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