Proactive QoE Provisioning in Heterogeneous Access Networks using Hidden Markov Models and Reinforcement Learning
Karan Mitra,
Christer Åhlund,
Arkady Zaslavsky
et al.
Abstract:Quality of Experience (QoE) provisioning in heterogeneous access networks (HANs) can be achieved via handoffs. The current approaches for QoE-aware handoffs either lack the availability of a network path probing method or lack the availability of efficient methods for QoE prediction. Further, the current approaches do not explore the benefits of proactive QoE-aware handoffs such that user's QoE is maximized by learning from past network conditions and by actions taken by the mobile device regarding handoffs. I… Show more
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