3D modeling and simulation of human activities in smart spaces

Helal, Sumi and Cho, K. and Lee, W. and Sung, Y. and Lee, J.W. and Kim, E. (2012) 3D modeling and simulation of human activities in smart spaces. In: Ubiquitous Intelligence & Computing and 9th International Conference on Autonomic & Trusted Computing (UIC/ATC), 2012 9th International Conference on :. IEEE, pp. 112-119. ISBN 9781467330848

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For smart home researchers, it is essential to test activity recognition algorithms with various sets of sensory data. However, diverse sensory datasets are not always available due to several constraints, including limited budgets. Consequently, smart home simulators have recently grown in importance. However, there is still a need for realistic synthetic sensory data. This paper presents a simulator, 'Persim 3D', which relies on automatic scenario generation to create realistic sensory data. Persim 3D provides a 3D graphical user interface to help users' spatial perception, sensors that operate in real-time, similar to actual sensors, and a virtual character that lives in a virtual environment. These features allow users to generate longitudinal simulation data and eventually contribute to activity recognition research. © 2012 IEEE.

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?? activity recognitionpervasive spacesensor-based simulationsimulation toolkitubiquitous computing3-d modelingactivity recognitiondata setshuman activitiesscenario generationsensory datasimulation datasimulation toolkitssmart homessmart spacespatial percept ??
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30 Jan 2018 09:40
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16 Jul 2024 04:11