Feasibility of video streaming offloading via connection sharing from LTE to WiFi ad hoc networks

Cellular networks are currently facing severe traffic overload, and different approaches to alleviate this problem are currently being studied. An attractive solution that does not demand major modifications to deployed infrastructure is to offload part of the cellular traffic to complementary networks. Based on that, this paper investigates the feasibility of low bit-rate H.264 video streaming offloading through opportunistic connection sharing from an LTE network to an WiFi ad hoc network. The deployment of an ad hoc network formed by end-user devices is considered as a means to provide range extension in addition to data offloading. To evaluate video streaming performance, the Structural Similarity (SSIM) index is used to express video quality as perceived by end users. The proposed architecture for video streaming offloading is evaluated through discrete-event simulations according to different mobility patterns, varying small-scale multipath fading, and two ad hoc routing protocols (AODV and OLSR). Particular interest is given to the seamless integration of the relay node in the heterogeneous scenario (multiple radio access technologies (RAT)), and the impact of the number of offloaded flows through the relay on a given video streaming session.

[1]  Marcelo Dias de Amorim,et al.  Data offloading in social mobile networks through VIP delegation , 2014, Ad Hoc Networks.

[2]  Marcelo Dias de Amorim,et al.  Push-and-track: Saving infrastructure bandwidth through opportunistic forwarding , 2012, Pervasive Mob. Comput..

[3]  Chih-Heng Ke,et al.  Video Transmission Performance Evaluation of Ad Hoc Routing Protocols , 2006, 2006 International Conference on Intelligent Information Hiding and Multimedia.

[4]  Tommaso Melodia,et al.  Compressive Video Streaming: Design and Rate-Energy-Distortion Analysis , 2013, IEEE Transactions on Multimedia.

[5]  Adam Wolisz,et al.  EvalVid - A Framework for Video Transmission and Quality Evaluation , 2003, Computer Performance Evaluation / TOOLS.

[6]  K Ban,et al.  Rate adaptive video transmission over ad-hoc networks , 2004 .

[7]  Aravind Srinivasan,et al.  Mobile Data Offloading through Opportunistic Communications and Social Participation , 2012, IEEE Transactions on Mobile Computing.

[8]  Xiaofei Wang,et al.  TOSS: Traffic offloading by social network service-based opportunistic sharing in mobile social networks , 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

[9]  Shobha Venkataraman,et al.  A first look at cellular network performance during crowded events , 2013, SIGMETRICS '13.

[10]  Hamid Gharavi,et al.  Dynamic adjustment packet control for video communications over ad-hoc networks , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

[11]  R. Ward,et al.  A Framework for Evaluating Video Transmission over Wireless Ad Hoc Networks , 2007, 2007 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing.

[12]  Zhou Wang,et al.  Video quality assessment based on structural distortion measurement , 2004, Signal Process. Image Commun..