ETHZ Zürich, Wearable Computing Laboratory, Switzerland Sample Clauses

ETHZ Zürich, Wearable Computing Laboratory, Switzerland. The Wearable Computing Laboratory at the ETHZ in Zürich, Switzerland (xxxx://xxx.xxxxxxxx.xxxx.xx) led by Xxxx. X. Tröster is a large interdisciplinary research laboratory with about 15 PhD students and two post-docs and additional technical staff, with background in computer science, electrical engineering, signal processing, machine learning, bio-inspired computation, physics and textile engineering. Our expertise on technology and algorithms allow us to define, design, implement and test state-of-the-art wearable and pervasive computing system and context-aware systems for a wide-range of applications. Our activities include miniaturization and integration of distributed wearable systems (including system modelling, architecture design, and platform implementation); body and personal area networks; low-power context aware computing; modelling of wearable and pervasive computing systems, smart textiles (textile sensors, textile integration); energy generation micro-systems; novel HCI interfaces (focus-free retinal displays, EOG-based interfaces); reconfigurable computing. Applications include worker's assistants, healthcare assistants, entertainment in addition to supporting basic research. A core research focus is the development of activity recognition algorithms using multi-modal sensor fusion with wearable and ambient sensors. We investigate offline as well as novel online machine learning methods to segment and classify activities from multimodal sensor data. We investigate adaptive context recognition algorithms adjusting their operation to sensing resources, user parameters, and capable of coping with variability in open-ended dynamic environments. Based on our expertise in system modeling we design low-power, context-aware systems with adjustable power-accuracy trade-offs in single sensor systems as well as in (wireless) sensor networks. We envision symbiotic interactions between context aware systems and users towards embodied context aware systems. As such we investigate adaptation, learning and feedback principles, and we seek to achieve a "human like" perception of context driving such feedback. We pursue this goal through novel sensors technologies and context recognition algorithms towards cognitive-affective context recognition, in addition to physical activities and social context. We rely on our expertise in technology to devise systems for long-term recording in real-world situations of multi-modal data to drive algorithm development (p...
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