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Buffer-Aware Downlink Radio Resource Allocation with Carrier Aggregation in LTE-Advanced Networks
Thesis

Buffer-Aware Downlink Radio Resource Allocation with Carrier Aggregation in LTE-Advanced Networks

Shih, Jing Yi
Masters, 國立清華大學, 資訊工程學系
2014

Abstract

緩衝感知 資源分配 下行 長期演進技術升級版 用戶體驗 載波聚合 buffer-aware resource allocation downlink LTE-A QoE carrier aggregation
Abstract Carrier Aggregation (CA) is proposed in LTE-Advanced (LTE-A) to allow user equipments (UEs) and LTE-A base station (evolved NodeB, eNB) communicate through multiple carriers simultaneously. Owing to this technique, services utilizing high bandwidth such as high-resolution video streaming become possible in these days. We study a CA-enabled LTE-A video transmission system providing on-demand video service to multiple UEs and formulate a CA-aware radio resource allocation (RRA) problem using buffer length as the performance metric. Video’s buffer length, which is a key factor of the algorithm, is mapped into the Quality-of-Experience (QoE) indicator. We then propose a QoE-based and buffer-aware downlink scheduling algorithm in LTE-A network. It assigns radio resources efficiently and guarantees a lower bound of performance on average QoE. For the scenario that video streaming requests from UE arrive stochastically, we propose a QoE-based access control mechanism to maintain the service quality while balancing the tradeoff between the waiting time and resource efficiency. Our simulation results show significant improvements in QoE of our algorithm over traditional ones.

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