Smart clothing: the shift to wearable computing
Communications of the ACM
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Fusers that Perform Better than Best Sensor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Understanding and Using Context
Personal and Ubiquitous Computing
Power-Aware Localized Routing in Wireless Networks
IEEE Transactions on Parallel and Distributed Systems
Energy management for battery-powered embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Set k-cover algorithms for energy efficient monitoring in wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Network coverage using low duty-cycled sensors: random & coordinated sleep algorithms
Proceedings of the 3rd international symposium on Information processing in sensor networks
Sampling Frequency, Signal Resolution and the Accuracy of Wearable Context Recognition Systems
ISWC '04 Proceedings of the Eighth International Symposium on Wearable Computers
Gesture-driven American sign language phraselator
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Lightweight detection and classification for wireless sensor networks in realistic environments
Proceedings of the 3rd international conference on Embedded networked sensor systems
Trading off Prediction Accuracy and Power Consumption for Context-Aware Wearable Computing
ISWC '05 Proceedings of the Ninth IEEE International Symposium on Wearable Computers
VigilNet: An integrated sensor network system for energy-efficient surveillance
ACM Transactions on Sensor Networks (TOSN)
The sensor selection problem for bounded uncertainty sensing models
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Design of a wireless sensor network platform for detecting rare, random, and ephemeral events
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Wireless sensor networks: Enabling technology for ambient intelligence
Microelectronics Journal
Power and accuracy trade-offs in sound-based context recognition systems
Pervasive and Mobile Computing
A framework for the automated generation of power-efficient classifiers for embedded sensor nodes
Proceedings of the 5th international conference on Embedded networked sensor systems
A Power-Balancing Scheme for Clustered Wireless Sensor Networks
FGCN '07 Proceedings of the Future Generation Communication and Networking - Volume 01
Functionality-power-packaging considerations in context aware wearable systems
Personal and Ubiquitous Computing - Special Issue: Selected Papers of the ARCS06 Conference
IEEE Pervasive Computing
Rapid Prototyping of Activity Recognition Applications
IEEE Pervasive Computing
Wearable Activity Tracking in Car Manufacturing
IEEE Pervasive Computing
Fusion of String-Matched Templates for Continuous Activity Recognition
ISWC '07 Proceedings of the 2007 11th IEEE International Symposium on Wearable Computers
A Context-Aware System that Changes Sensor Combinations Considering Energy Consumption
Pervasive '08 Proceedings of the 6th International Conference on Pervasive Computing
When Cell Phones Become Computers
IEEE Pervasive Computing
BeTelGeuse: A Platform for Gathering and Processing Situational Data
IEEE Pervasive Computing
BSN '09 Proceedings of the 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks
Energy-quality tradeoffs for target tracking in wireless sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
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
Bringing quality of context into wearable human activity recognition systems
QuaCon'09 Proceedings of the 1st international conference on Quality of context
Watchdog: Confident Event Detection in Heterogeneous Sensor Networks
RTAS '10 Proceedings of the 2010 16th IEEE Real-Time and Embedded Technology and Applications Symposium
EURASIP Journal on Wireless Communications and Networking - Special issue on towards the connected body: advances in body communications
Optimal power control, scheduling, and routing in UWB networks
IEEE Journal on Selected Areas in Communications
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Wearable gesture recognition enables context aware applications and unobtrusive HCI. It is realized by applying machine learning techniques to data from on-body sensor nodes. We present an gesture recognition system minimizing power while maintaining a run-time application defined performance target through dynamic sensor selection. Compared to the non managed approach optimized for recognition accuracy (95% accuracy), our technique can extend network lifetime by 4 times with accuracy 90% and by 9 times with accuracy 70%. We characterize the approach and outline its applicability to other scenarios.