Abstract
For today's computer users, the mouse plays such an important role that it dominates the interaction interface in personal computer for nearly half a century since it was invented. However, the mouse is gradually unfit for the demand of modern 3D display techniques, e.g. 3D-projection or -screen, for the reason that the relevant interactions are confined in a surface. Although some new methods such as computer vision based techniques attempt to bridge the human-computer barrier, they suffer from many limitations such as ambiguity in multitargets and dependence on light. This paper presents a battery-free device called Tagball for 3D human-computer interaction via RFID tags. Tagball devises a control ball, on which N passive tags are attached, for users to generate two basic kinds of interactive commands: translation and rotation. Instead of locating N tags independently, we model the ball as a whole in a more cooperative way under the circumstance that their geometric relationships are known in advance. In addition, we consider the phase values measured by M RF antennas for these N tags as observations of the ball state. Our key innovations are the studies on motion behaviors of a group of tags by using Extended Kalman Filter, and the implementation based on purely Commercial Off-The-Shelf (COTS) RFID products. The systematical evaluation shows that Tagball traces the ball translation to 1.5cm and identifies ball orientation to 1.8° in 3D space.
Original language | English |
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Title of host publication | 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015 |
Publisher | IEEE |
Pages | 1661-1669 |
Number of pages | 9 |
Volume | 26 |
ISBN (Electronic) | 9781479983810 |
DOIs | |
Publication status | Published - 21 Aug 2015 |
Externally published | Yes |
Event | 34th IEEE Annual Conference on Computer Communications and Networks, IEEE INFOCOM 2015 - Hong Kong, Hong Kong Duration: 26 Apr 2015 → 1 May 2015 |
Conference
Conference | 34th IEEE Annual Conference on Computer Communications and Networks, IEEE INFOCOM 2015 |
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Country/Territory | Hong Kong |
City | Hong Kong |
Period | 26/04/15 → 1/05/15 |
Keywords
- Extended Kalman Filter
- Interaction Peripheral
- RFID
- Tagball
ASJC Scopus subject areas
- General Computer Science
- Electrical and Electronic Engineering