Abstract

In virtual reality (VR), head movement is tracked through inertial and optical sensors. Computation and communication times result in delays between measurements and updating of the new frame in the head mounted display(HMD). These delays result in problems, including motion sickness. We use recurrent and time delay neural networks to predict the head location and use it to calculate the new frame. A predictability analysis is used in designing the prediction system

Meeting Name

International Joint Conference on Neural Networks, 1999. IJCNN '99

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

HMD; VR; Head Mounted Display; Head Movement Tracking; Helmet Mounted Displays; Inertial Sensors; Motion Sickness; Optical Sensors; Predictability Analysis; Predictive Head Tracking; Recurrent Neural Nets; Recurrent Neural Networks; Time Delay Neural Networks; Tracking; Virtual Reality

Document Type

Article - Conference proceedings

Document Version

Final Version

File Type

text

Language(s)

English

Rights

© 1999 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.

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