Latency and Distortion of Electromagnetic Trackers for Augmented Reality Systems (Paperback)
暫譯: 增強現實系統中電磁追蹤器的延遲與失真

Henry Himberg, Yuichi Motai

  • 出版商: Morgan & Claypool
  • 出版日期: 2014-05-01
  • 售價: $1,700
  • 貴賓價: 9.5$1,615
  • 語言: 英文
  • 頁數: 190
  • 裝訂: Paperback
  • ISBN: 162705507X
  • ISBN-13: 9781627055079
  • 相關分類: VR/AR
  • 立即出貨 (庫存=1)

商品描述

Augmented reality (AR) systems are often used to superimpose virtual objects or information on a scene to improve situational awareness. Delays in the display system or inaccurate registration of objects destroy the sense of immersion a user experiences when using AR systems. AC electromagnetic trackers are ideal for these applications when combined with head orientation prediction to compensate for display system delays. Unfortunately, these trackers do not perform well in environments that contain conductive or ferrous materials due to magnetic field distortion without expensive calibration techniques. In our work we focus on both the prediction and distortion compensation aspects of this application, developing a "small footprint" predictive filter for display lag compensation and a simplified calibration system for AC magnetic trackers.

In the first phase of our study we presented a novel method of tracking angular head velocity from quaternion orientation using an Extended Kalman Filter in both single model (DQEKF) and multiple model (MMDQ) implementations. In the second phase of our work we have developed a new method of mapping the magnetic field generated by the tracker without high precision measurement equipment. This method uses simple fixtures with multiple sensors in a rigid geometry to collect magnetic field data in the tracking volume. We have developed a new algorithm to process the collected data and generate a map of the magnetic field distortion that can be used to compensate distorted measurement data.

Table of Contents: List of Tables / Preface / Acknowledgments / Delta Quaternion Extended Kalman Filter / Multiple Model Delta Quaternion Filter / Interpolation Volume Calibration / Conclusion / References / Authors' Biographies

商品描述(中文翻譯)

增強現實(AR)系統通常用於在場景上疊加虛擬物體或資訊,以提高情境意識。顯示系統的延遲或物體的註冊不準確會破壞使用者在使用 AR 系統時所體驗的沉浸感。當與頭部方向預測結合以補償顯示系統延遲時,交流電(AC)電磁追蹤器非常適合這些應用。不幸的是,這些追蹤器在含有導電或鐵磁材料的環境中表現不佳,因為磁場失真而無法使用昂貴的校準技術。在我們的研究中,我們專注於這個應用的預測和失真補償兩個方面,開發了一種「小型佔地」的預測濾波器來補償顯示延遲,以及一個簡化的交流電磁追蹤器校準系統。

在我們研究的第一階段,我們提出了一種新穎的方法,使用擴展卡爾曼濾波器從四元數方向追蹤角速度,並在單模型(DQEKF)和多模型(MMDQ)實現中進行了實驗。在我們工作的第二階段,我們開發了一種新的方法,無需高精度測量設備即可映射追蹤器產生的磁場。這種方法使用簡單的夾具和多個傳感器在剛性幾何形狀中收集追蹤體積內的磁場數據。我們開發了一種新算法來處理收集到的數據,並生成磁場失真的地圖,以補償失真的測量數據。

目錄:表格清單 / 前言 / 致謝 / Delta 四元數擴展卡爾曼濾波器 / 多模型 Delta 四元數濾波器 / 插值體積校準 / 結論 / 參考文獻 / 作者簡介