A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Artificial Neural Networks in Smart Homes
Abstract Many wonderful technological developments in recent years have opened up the possibility of using smart or intelligent homes for a number of important applications. Typical applications range from overall lifestyle improvement to helping people with special needs such as the elderly and the disabled to improve their independence, safety and security at home. Research in the area has looked into ways of making the home environment automatic and automated devices have been designed to help the disabled people. Also, possibilities of automated health monitoring systems and usage of automatic controlled devices to replace caregiver and housekeeper have received significant attention. Most of the models require acquisition of useful information from the environment, identification of the significant features and finally usage of some sort of machine learning techniques for decision making and planning for the next action to be undertaken. This chapter specifically focuses on neural networks applications in building a smart home environment.
Artificial Neural Networks in Smart Homes
Abstract Many wonderful technological developments in recent years have opened up the possibility of using smart or intelligent homes for a number of important applications. Typical applications range from overall lifestyle improvement to helping people with special needs such as the elderly and the disabled to improve their independence, safety and security at home. Research in the area has looked into ways of making the home environment automatic and automated devices have been designed to help the disabled people. Also, possibilities of automated health monitoring systems and usage of automatic controlled devices to replace caregiver and housekeeper have received significant attention. Most of the models require acquisition of useful information from the environment, identification of the significant features and finally usage of some sort of machine learning techniques for decision making and planning for the next action to be undertaken. This chapter specifically focuses on neural networks applications in building a smart home environment.
Artificial Neural Networks in Smart Homes
Begg, Rezaul (author) / Hassan, Rafiul (author)
2006-01-01
19 pages
Article/Chapter (Book)
Electronic Resource
English
Artificial Neural Network , Recurrent Neural Network , Ubiquitous Computing , Smart Home , Smoke Alarm Computer Science , Artificial Intelligence (incl. Robotics) , Information Systems Applications (incl. Internet) , Information Storage and Retrieval , Computer Appl. in Social and Behavioral Sciences , Computers and Society , Management of Computing and Information Systems
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