Predictive Head Tracking for Virtual Reality

Donald C. Wunsch; Emad W. Saad; T. P. Caudell

doi:10.1109/IJCNN.1999.830785

Predictive Head Tracking for Virtual Reality

Donald C. Wunsch
, Emad W. Saad
, T. P. Caudell

Research output: Contribution to journal › Article › peer-review

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

Original language	American English
Journal	Proceedings of the International Joint Conference on Neural Networks, 1999. IJCNN '99
DOIs	https://doi.org/10.1109/IJCNN.1999.830785
State	Published - Jan 1 1999

Keywords

HMD
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
VR
Virtual Reality

Disciplines

Electrical and Computer Engineering

Access to Document

10.1109/IJCNN.1999.830785License: Unspecified

Predictive Head Tracking for Virtual RealityFinal published version, 380 KBLicense: Unspecified

Cite this

@article{bb1440a02c1c42efb76dc2af62bee071,

title = "Predictive Head Tracking for Virtual Reality",

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",

keywords = "HMD, 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, VR, Virtual Reality",

author = "Wunsch, \{Donald C.\} and Saad, \{Emad W.\} and Caudell, \{T. P.\}",

year = "1999",

month = jan,

day = "1",

doi = "10.1109/IJCNN.1999.830785",

language = "American English",

journal = "Proceedings of the International Joint Conference on Neural Networks, 1999. IJCNN '99",

issn = "2161-4407",

}

TY - JOUR

T1 - Predictive Head Tracking for Virtual Reality

AU - Wunsch, Donald C.

AU - Saad, Emad W.

AU - Caudell, T. P.

PY - 1999/1/1

Y1 - 1999/1/1

N2 - 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

AB - 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

KW - HMD

KW - Head Mounted Display

KW - Head Movement Tracking

KW - Helmet Mounted Displays

KW - Inertial Sensors

KW - Motion Sickness

KW - Optical Sensors

KW - Predictability Analysis

KW - Predictive Head Tracking

KW - Recurrent Neural Nets

KW - Recurrent Neural Networks

KW - Time Delay Neural Networks

KW - Tracking

KW - VR

KW - Virtual Reality

UR - https://scholarsmine.mst.edu/ele_comeng_facwork/1835

U2 - 10.1109/IJCNN.1999.830785

DO - 10.1109/IJCNN.1999.830785

M3 - Article

SN - 2161-4407

JO - Proceedings of the International Joint Conference on Neural Networks, 1999. IJCNN '99

JF - Proceedings of the International Joint Conference on Neural Networks, 1999. IJCNN '99

ER -

Predictive Head Tracking for Virtual Reality

Abstract

Keywords

Disciplines

Access to Document

Other files and links

Fingerprint

Cite this