A model-based approach to analysis and calibration of sensor-based human interaction loops

Eslambolchilar, P. and Murray-Smith, R. (2010) A model-based approach to analysis and calibration of sensor-based human interaction loops. International Journal of Mobile Human Computer Interaction, 2(1), pp. 48-72. (doi:10.4018/jmhci.2010100603)

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Abstract

The dynamic systems approach to the design of continuous interaction allows designers to use analytical tools such as state-space modeling and Bode diagrams to simulate and analyse the behaviour and stability of sensor-based applications alone and when it is coupled with a manual control model of user behaviour. This approach also helps designers to calibrate and tune the parameters of the sensor-based application before the actual implementation, and in response to user action. In this article the authors introduce some term definitions from manual control theory for the analysis of the continuous aspects of the interaction design and human behaviour. Then we provide a theoretical framework for specification, analysis and calibration of a sensor-based zooming and scrolling application on mobile devices including the user in the interaction loop. It is especially topical and interesting for guiding design of sensor-based applications on mobile devices. We test our framework with a tilt-controlled speed-dependent automatic zooming application on a PDA.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Murray-Smith, Professor Roderick
Authors: Eslambolchilar, P., and Murray-Smith, R.
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
College/School:College of Science and Engineering > School of Computing Science
Journal Name:International Journal of Mobile Human Computer Interaction
Journal Abbr.:IJMHC
ISSN:1942-390X
ISSN (Online):1942-3918

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