Video-aware time-domain resource partitioning in heterogeneous cellular networks

Heterogenous cellular networks (HCN) consist of macrocells and small cells that are overlaid in the same geographical area. Hence, is critical that the high power macrocell shuts off its transmissions for a fraction of the time to allow the low power small cells to transmit without interference. This is the time-domain resource partitioning (TDRP) mechanism. In this paper we investigate video communication in HCNs when TDRP is employed. More specifically we consider the problem of maximizing the average video quality of all users, by jointly optimizing the rate allocated to each specific video stream and the quality that it is streamed. The resulting mixed integer linear program (MILP) formulation is solved numerically. Simulation results indicate clearly that as the small cells and the users are increased the proposed system can improve significantly the video quality.

[1]  Jeffrey G. Andrews,et al.  Seven ways that HetNets are a cellular paradigm shift , 2013, IEEE Communications Magazine.

[2]  Pascal Frossard,et al.  Distributed Collaboration for Enhanced Sender-Driven Video Streaming , 2008, IEEE Transactions on Multimedia.

[3]  Dipak Ghosal,et al.  Content and buffer aware scheduling for video delivery over LTE , 2013, CoNEXT Student Workhop '13.

[4]  J.E. Mazo,et al.  Digital communications , 1985, Proceedings of the IEEE.

[5]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[6]  Mung Chiang,et al.  A scheduling framework for adaptive video delivery over cellular networks , 2013, MobiCom.

[7]  Antonios Argyriou,et al.  A cooperative protocol for video streaming in dense small cell wireless relay networks , 2015, Signal Process. Image Commun..

[8]  Antonios Argyriou,et al.  Error-Resilient Video Encoding and Transmission in Multirate Wireless LANs , 2008, IEEE Transactions on Multimedia.

[9]  Supratim Deb,et al.  Algorithms for Enhanced Inter-Cell Interference Coordination (eICIC) in LTE HetNets , 2013, IEEE/ACM Transactions on Networking.

[10]  Eunyoung Jeong,et al.  Comparison of caching strategies in modern cellular backhaul networks , 2013, MobiSys '13.

[11]  蔡孟勳 LTE-Advanced 網路之資源管理 , 2013 .

[12]  Antonios Argyriou,et al.  Video delivery over heterogeneous cellular networks: Optimizing cost and performance , 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

[13]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[14]  Jeffrey G. Andrews,et al.  Joint Resource Partitioning and Offloading in Heterogeneous Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[15]  Alexandros G. Dimakis,et al.  FemtoCaching: Wireless video content delivery through distributed caching helpers , 2011, 2012 Proceedings IEEE INFOCOM.