Computational Inference and Control of Quality in Multimedia Services

Vlado Menkovski

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English

Springer International Publishing AG
04 November 2015

Data mining; Network management; User interface design & usability

Series: Springer Theses

This thesis focuses on the problem of optimizing the quality of network multimedia services. This problem spans multiple domains, from subjective perception of multimedia quality to computer networks management. The work done in this thesis approaches the problem at different levels, developing methods for modeling the subjective perception of quality based on objectively measurable parameters of the multimedia coding process as well as the transport over computer networks. The modeling of subjective perception is motivated by work done in psychophysics, while using Machine Learning techniques to map network conditions to the human perception of video services. Furthermore, the work develops models for efficient control of multimedia systems operating in dynamic networked environments with the goal of delivering optimized Quality of Experience. Overall this thesis delivers a set of methods for monitoring and optimizing the quality of multimedia services that adapt to the dynamic environment of computer networks in which they operate.

By: Vlado Menkovski
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 1st ed. 2015
Dimensions: Height: 235mm, Width: 155mm, Spine: 10mm
Weight: 3.554kg
ISBN: 9783319247908
ISBN 10: 3319247905
Series: Springer Theses
Pages: 135
Publication Date: 04 November 2015
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Supervisor's Foreword.- Preface.- Introduction.- Objective QoE Models.- Subjective QoE Models.- QoE Management Framework.- QoE Active Control.- Conclusions.