Ming Li

Utility-based Resource Management for Future Mobile Communications Considering QoE


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ISBN:

978-3-8440-4954-1

Reihe:

Reports on Communication Networks
Herausgeber: Prof. Dr.-Ing. Andreas Timm-Giel
Hamburg

Band:

Schlagwörter:

Mobile Communication; LTE; Resource Management; Scheduling; Traffic Shaping; Utility; Convex Optimization; Lagrangian Relaxation; QoE; QoS

Publikationsart:

Dissertation

Sprache:

Englisch

Seiten:

238 Seiten

Abbildungen:

87 Abbildungen

Gewicht:

314 g

Format:

21 x 14,8 cm

Bindung:

Paperback

Preis:

49,80 € / 62,30 SFr

Erscheinungsdatum:

Dezember 2016

Kaufen:

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Zusammenfassung:

This work addresses the mobile networks, such as LTE (Long Term Evolution). The key objective is to improve the system performance in means of user satisfaction. Two main potential bottleneck links are identified, i.e. the Radio Interface and the transport network link from base station to core network.

Therefore, first a utility based radio scheduling algorithm is proposed. The scheduling algorithm, which maximizes the aggregated QoE, is proven to be optimal analytically. In a second step the resource limitation on the second bottleneck link, the S1 interface in the transport network is considered in addition. The mathematical problem is formulated considering the resource on both bottleneck link and maximizing the aggregated user satisfaction. The formulated problem is proven to be a convex optimization problem, and then solved using the Lagrangian relaxation method. In addition, computational advantageous heuristics are developed and compared in simulations against legacy approaches and the optimal solution.