The wearable motherboard: a framework for personalized mobile information processing (PMIP)
Proceedings of the 39th annual Design Automation Conference
ISWC '99 Proceedings of the 3rd IEEE International Symposium on Wearable Computers
Recognizing User Context via Wearable Sensors
ISWC '00 Proceedings of the 4th IEEE International Symposium on Wearable Computers
Inertial and magnetic sensing of human movement near ferromagnetic materials
ISMAR '03 Proceedings of the 2nd IEEE/ACM International Symposium on Mixed and Augmented Reality
PadNET: Wearable Physical Activity Detection Network
ISWC '03 Proceedings of the 7th IEEE International Symposium on Wearable Computers
Hand Posture Classification and Recognition using the Modified Census Transform
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Recognizing Upper Body Postures using Textile Strain Sensors
ISWC '07 Proceedings of the 2007 11th IEEE International Symposium on Wearable Computers
Wearable therapist: sensing garments for supporting children improve posture
Proceedings of the 11th international conference on Ubiquitous computing
Action capture with accelerometers
Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Modeling and simulation of sensor orientation errors in garments
BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks
A Self-organizing Approach to Activity Recognition with Wireless Sensors
IWSOS '09 Proceedings of the 4th IFIP TC 6 International Workshop on Self-Organizing Systems
Ambient intelligence and wearable computing: Sensors on the body, in the home, and beyond
Journal of Ambient Intelligence and Smart Environments
Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Context cells: towards lifelong learning in activity recognition systems
EuroSSC'09 Proceedings of the 4th European conference on Smart sensing and context
DarSens: a framework for distributed activity recognition from body-worn sensors
Proceedings of the Fifth International Conference on Body Area Networks
Ambient intelligence and wearable computing: Sensors on the body, in the home, and beyond
Journal of Ambient Intelligence and Smart Environments
Exploring new potentials in preventing unhealthy computer habits
CHI '13 Extended Abstracts on Human Factors in Computing Systems
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This paper introduces a smart textile for posture classification. A distributed sensing and processing architecture is implemented into a loose fitting long sleeve shirt. Standardized interfaces to remote periphery support the variable placement of different sensor modalities at any location of the textile. The shirt is equipped with acceleration sensors in order to determine the postural resolution and the systems feasibility for applications in movement rehabilitation. For the garment characterization an arm posture measurement method is proposed and applied in a study with 5 users. The classification performance is analyzed on data from overall 8 users, conducting 12 posture types, relevant for shoulder and elbow joint rehabilitation. We present results for different user-modes, with classification rates of 89% for a user-independent evaluation. Moreover, the relation of body dimensions on the posture classification performance are analyzed.