Activity and Location Recognition Using Wearable Sensors
IEEE Pervasive Computing
Context Awareness by Analyzing Accelerometer Data
ISWC '00 Proceedings of the 4th IEEE International Symposium on Wearable Computers
Wearable sensing to annotate meeting recordings
Personal and Ubiquitous Computing
Next-Generation Personal Memory Aids
BT Technology Journal
Context awareness via a single device-attached accelerometer during mobile computing
Proceedings of the 7th international conference on Human computer interaction with mobile devices & services
MyLifeBits: a personal database for everything
Communications of the ACM - Personal information management
Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
Recognizing context for annotating a live life recording
Personal and Ubiquitous Computing - Memory and Sharing of Experiences
Activity recognition from accelerometer data
IAAI'05 Proceedings of the 17th conference on Innovative applications of artificial intelligence - Volume 3
Improving energy efficiency of location sensing on smartphones
Proceedings of the 8th international conference on Mobile systems, applications, and services
Studying mobile context-aware social services in the wild
Proceedings of the 6th Nordic Conference on Human-Computer Interaction: Extending Boundaries
An extensible modular recognition concept that makes activity recognition practical
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
On-line ADL Recognition with Prior Knowledge
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Exploring the possibilities of body motion data for human computer interaction research
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
Activity recognition using cell phone accelerometers
ACM SIGKDD Explorations Newsletter
Fast, accurate event classification on resource-lean embedded sensors
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
Activity recognition using hierarchical hidden markov models on a smartphone with 3D accelerometer
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Getting closer: an empirical investigation of the proximity of user to their smart phones
Proceedings of the 13th international conference on Ubiquitous computing
A survey on privacy in mobile participatory sensing applications
Journal of Systems and Software
A real-time living activity recognition system using off-the-shelf sensors on a mobile phone
CONTEXT'11 Proceedings of the 7th international and interdisciplinary conference on Modeling and using context
Proceedings of the 2nd Conference on Wireless Health
A hierarchical approach to real-time activity recognition in body sensor networks
Pervasive and Mobile Computing
Human behavior analysis in ubiquitous environments for energy efficiency improvement
AmI'11 Proceedings of the Second international conference on Ambient Intelligence
Energy efficient activity recognition based on low resolution accelerometer in smart phones
GPC'12 Proceedings of the 7th international conference on Advances in Grid and Pervasive Computing
Exploring user preferences for privacy interfaces in mobile sensing applications
Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia
Elderly activities recognition and classification for applications in assisted living
Expert Systems with Applications: An International Journal
Offline and online activity recognition on mobile devices using accelerometer data
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
Mobile cloud computing framework for a pervasive and ubiquitous environment
The Journal of Supercomputing
A survey on smartphone-based systems for opportunistic user context recognition
ACM Computing Surveys (CSUR)
Fast, Accurate Event Classification on Resource-Lean Embedded Sensors
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Understanding spatial contexts of the real world under explicit or tacit roles of location
Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration
Activity recognition on streaming sensor data
Pervasive and Mobile Computing
Hi-index | 0.00 |
We present a novel system that recognizes and records the motional activities of a person using a mobile phone. Wireless sensors measuring the intensity of motions are attached to body parts of the user. Sensory data is collected by a mobile application that recognizes prelearnt activities in real-time. For efficient motion pattern recognition of gestures and postures, feed-forward backpropagation neural networks are adopted. The design and implementation of the system are presented along with the records of our experiences. Results show high recognition rates for distinguishing among six different motion patterns. The recognized activity can be used as an additional retrieval key in an extensive mobile memory recording and sharing project. Power consumption measurements of the wireless communication and the recognition algorithm are provided to characterize the resource requirements of the system.