Human activity recognition has been changing the way people live through smart homes. Machine learning algorithms are used to accurately detect human activities at home. The usage of cameras can be considered invasive to some home owners, therefore alternate kind of sensors have to be used. Mobile phones provide a good range of sensors to test and also to detect the various types of activities. This paper examines different data sets for comparison, how accelerometer, gyroscope as well as pressure sensors cam be used in detecting the various activities. MATLAB’s classificationLearner application will be used in this experiment to aid in quick and accurate testing, as well as visualising of dataBachelor of Engineerin
Embedded sensors in smartphones provide real-time information of users' movements and activities. Th...
peer-reviewedThis thesis examines how smart devices can be used to monitor physical activities, and ...
The integration of Micro Electronic Mechanical Systems (MEMS) sensor technology in smartphones has g...
Human activity recognition has been changing the way people live through smart homes. Machine learn...
The aim of activity recognition is to determine the physical action being performed by one or more u...
In this paper, the authors describe a method of accurately detecting human activity using a smartpho...
Physical activities play a very important role in our physical and mental well-being. The lack of ph...
Physical activities play an important role in our physical and mental well-being. The lack of such a...
Today’s sensory world is all about privacy and minimal intrusion. The application of Machine Learnin...
Human Activity Recognition has a long history of research and requires further exploration to produc...
Activity recognition is a significant part of pervasive computing as it can be employed in a wide ra...
Smart environments and mobile devices are two technologies that when combined may allow the recognit...
Rapid advancement in computing technology brings computers and humans to be seamlessly integrated in...
Human Activity Recognition otherwise called as HAR is a challenging research field that promotes qua...
In recent years, people nowadays easily to contact each other by using smartphone. Most of the smart...
Embedded sensors in smartphones provide real-time information of users' movements and activities. Th...
peer-reviewedThis thesis examines how smart devices can be used to monitor physical activities, and ...
The integration of Micro Electronic Mechanical Systems (MEMS) sensor technology in smartphones has g...
Human activity recognition has been changing the way people live through smart homes. Machine learn...
The aim of activity recognition is to determine the physical action being performed by one or more u...
In this paper, the authors describe a method of accurately detecting human activity using a smartpho...
Physical activities play a very important role in our physical and mental well-being. The lack of ph...
Physical activities play an important role in our physical and mental well-being. The lack of such a...
Today’s sensory world is all about privacy and minimal intrusion. The application of Machine Learnin...
Human Activity Recognition has a long history of research and requires further exploration to produc...
Activity recognition is a significant part of pervasive computing as it can be employed in a wide ra...
Smart environments and mobile devices are two technologies that when combined may allow the recognit...
Rapid advancement in computing technology brings computers and humans to be seamlessly integrated in...
Human Activity Recognition otherwise called as HAR is a challenging research field that promotes qua...
In recent years, people nowadays easily to contact each other by using smartphone. Most of the smart...
Embedded sensors in smartphones provide real-time information of users' movements and activities. Th...
peer-reviewedThis thesis examines how smart devices can be used to monitor physical activities, and ...
The integration of Micro Electronic Mechanical Systems (MEMS) sensor technology in smartphones has g...