Review on the Application of Artificial Intelligence in Smart Homes

Smart home and artificial intelligence technologies are developing rapidly, and various smart home products associated with artificial intelligence (AI) improved the quality of living for occupants. Although some studies discussed the application of artificial intelligence in smart homes, few publications fully considered the integration of literature and products. In this paper, we aim to answer the research questions of “what is the trend of smart home technology and products” and “what is the relationship between literature and products in smart homes with AI”. Literature reviews and product reviews are given to define the functions and roles of artificial intelligence in smart homes. We determined the application status of artificial intelligence in smart home products and how it is utilized in our house so that we could understand how artificial intelligence is used to make smart homes. Furthermore, our results revealed that there is a delay between literature and products, and smart home intelligent interactions will become more and more popular.

[1]  H. T. Mouftah,et al.  Observe, Learn, and Adapt (OLA)—An Algorithm for Energy Management in Smart Homes Using Wireless Sensors and Artificial Intelligence , 2012, IEEE Transactions on Smart Grid.

[2]  Joanna Moriarty Pathy's Principles and Practice of Geriatric Medicine , 2012 .

[3]  Sandeep Kumar,et al.  Application of AI in Home Automation , 2012 .

[4]  Weifeng Chen,et al.  Advanced issues in artificial intelligence and pattern recognition for intelligent surveillance system in smart home environment , 2012, Eng. Appl. Artif. Intell..

[5]  Diane J. Cook,et al.  CASAS: A Smart Home in a Box , 2013, Computer.

[6]  Steven K. Firth,et al.  DECISION SUPPORT SYSTEMS FOR DOMESTIC RETROFIT PROVISION USING SMART HOME DATA STREAMS , 2013 .

[7]  Emil M. Petriu,et al.  Dynamic Sign Language Recognition for Smart Home Interactive Application Using Stochastic Linear Formal Grammar , 2015, IEEE Transactions on Instrumentation and Measurement.

[8]  Sui Tang Study on the application of artificial intelligent technology in intelligent building , 2015 .

[9]  Eduardo Souto,et al.  User activity recognition for energy saving in smart home environment , 2015, 2015 IEEE Symposium on Computers and Communication (ISCC).

[10]  Wanglei,et al.  Intelligent control in smart home based on adaptive neuro fuzzy inference system , 2015, 2015 Chinese Automation Congress (CAC).

[11]  Kun Yang,et al.  A user behaviour-driven smart-home gateway for energy management , 2016, J. Ambient Intell. Smart Environ..

[12]  Philippe Roose,et al.  A Genetic Neural Network Approach for Unusual Behavior Prediction in Smart Home , 2016, ISDA.

[13]  Padma Nyoman Crisnapati,et al.  Rudas: Energy and sensor devices management system in home automation , 2016, 2016 IEEE Region 10 Symposium (TENSYMP).

[14]  J. Jithish,et al.  A Hybrid Adaptive Rule based System for Smart Home Energy Prediction , 2017, DIAS/EDUDM@ISEC.

[15]  Paul Jasmin Rani,et al.  Voice controlled home automation system using Natural Language Processing (NLP) and Internet of Things (IoT) , 2017, 2017 Third International Conference on Science Technology Engineering & Management (ICONSTEM).

[16]  Kire Trivodaliev,et al.  A review of Internet of Things for smart home: Challenges and solutions , 2017 .

[17]  Teslyuk Vasyl,et al.  Structure and model of the smart house security system using machine learning methods , 2017, 2017 2nd International Conference on Advanced Information and Communication Technologies (AICT).

[18]  Christophe Cérin,et al.  Distributed and in-Situ Machine Learning for Smart-Homes and Buildings: Application to Alarm Sounds Detection , 2017, 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

[19]  Min-Hyung Park,et al.  Design of TensorFlow-Based Proactive Smart Home Managers , 2017, CSA/CUTE.

[20]  Dan Wang,et al.  Hierarchical Task Recognition and Planning in Smart Homes with Partial Observability , 2017, UCAmI.

[21]  Hooman Tahayori,et al.  A novel method for detecting and predicting resident's behavior in smart home , 2018, 2018 6th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS).

[22]  Nawaz Khan,et al.  Context Aware Virtual Assistant with Case-Based Conflict Resolution in Multi-User Smart Home Environment , 2018, 2018 International Conference on Computing and Network Communications (CoCoNet).

[23]  Nico Surantha,et al.  Design of Smart Home Security System using Object Recognition and PIR Sensor , 2018 .

[24]  Li-Chen Fu,et al.  Activity Recognition System for Dementia in Smart Homes based on Wearable Sensor Data , 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

[25]  Radha Shankarmani,et al.  A Voice Controlled Smart Home Solution With a Centralized Management Framework Implemented Using AI and NLP , 2018, 2018 International Conference on Current Trends towards Converging Technologies (ICCTCT).

[26]  Vasyl Kopytko,et al.  Smart Home and Artificial Intelligence as Environment for the Implementation of New Technologies , 2018 .

[27]  Miltiadis Alamaniotis,et al.  Fuzzy Leaky Bucket with Application to Coordinating Smart Appliances in Smart Homes , 2018, 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI).

[28]  Roschelle Fritz,et al.  A conceptual framework for clinicians working with artificial intelligence and health‐assistive Smart Homes , 2018, Nursing inquiry.