WearNET: A Distributed Multi-sensor System for Context Aware Wearables
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
ISWC '98 Proceedings of the 2nd IEEE International Symposium on Wearable Computers
Minimal Social Weight User Interactions for Wearable Computers in Business Suits
ISWC '02 Proceedings of the 6th IEEE International Symposium on Wearable Computers
Multi-Sensor Context Aware Clothing
ISWC '02 Proceedings of the 6th IEEE International Symposium on Wearable Computers
PadNET: Wearable Physical Activity Detection Network
ISWC '03 Proceedings of the 7th IEEE International Symposium on Wearable Computers
Georgia tech gesture toolkit: supporting experiments in gesture recognition
Proceedings of the 5th international conference on Multimodal interfaces
ISWC '05 Proceedings of the Ninth IEEE International Symposium on Wearable Computers
E-Textile Based Automatic Activity Diary for Medical Annotation and Analysis
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
YALE: rapid prototyping for complex data mining tasks
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
IEEE Pervasive Computing
Rapid Prototyping of Activity Recognition Applications
IEEE Pervasive Computing
Wearable Activity Tracking in Car Manufacturing
IEEE Pervasive Computing
Ambient Intelligence—the Next Step for Artificial Intelligence
IEEE Intelligent Systems
Recognizing Upper Body Postures using Textile Strain Sensors
ISWC '07 Proceedings of the 2007 11th IEEE International Symposium on Wearable Computers
Recognition of user activity sequences using distributed event detection
EuroSSC'07 Proceedings of the 2nd European conference on Smart sensing and context
Electroactive polymer-based devices for e-textiles in biomedicine
IEEE Transactions on Information Technology in Biomedicine
Aware and smart environments: The Casattenta project
Microelectronics Journal
Estimating posture-recognition performance in sensing garments using geometric wrinkle modeling
IEEE Transactions on Information Technology in Biomedicine
Proceedings of the 4th Conference on Wireless Health
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Continuous miniaturization of electronics and sensing elements stimulate the evolution of novel unobtrusively integrated smart garments that sense their environment and provide personalized assistance to its wearer. The development of smart garments requires robust integration techniques for electronics and textiles in one common system. Furthermore, recognition algorithms are needed to derive information on the wearer's activity and context within the smart garment. In this work both challenges are addressed in a smart shirt system, called SMASH. SMASH was developed as a rapid prototyping system for smart garment developments. We introduced in this work our approach for prototyping smart garments and present design, implementation, and evaluation of SMASH. The SMASH system embeds a distributed hierarchical architecture of sensing and processing functions in an off-the-shelf long-sleeve shirt. The system design focused on scalability regarding sensors and processing resources, as well as rapid deployment in different applications. We demonstrated the versatility of SMASH in three application evaluations that represent different prototyping phases of smart garments. For these studies several systems of different sizes were implemented. The SMASH system helps to bypass time- and cost-intensive implementation iterations using multiple garment prototypes.