Video Multicast With Joint Resource Allocation and Adaptive Modulation and Coding in 4G Networks

Although wireless broadband technologies have evolved significantly over the past decade, they are still insufficient to support the fast-growing mobile traffic, especially due to the increasing popularity of mobile video applications. Wireless multicast, aiming to exploit the wireless broadcast advantage, is a viable approach to bridge the gap between the limited wireless capacity and the ever-increasing mobile video traffic demand. In this paper, we propose MuVi, a Multicast Video delivery scheme through joint optimal resource allocation and adaptive modulation and coding scheme in OFDMA-based 4G cellular networks. MuVi differentiates video frames based on their importance in reconstructing the video and incorporates an efficient radio resource allocation algorithm to optimize the overall video quality across all users in the multicast group. MuVi is a lightweight solution with most of the implementation in the gateway, slight modification in the base station, and no modification at the clients. We implement MuVi on a WiMAX testbed and compare its performance to a Naive wireless multicast scheme that employs the most robust Modulation and Coding Scheme (MCS), and an Adaptive scheme that employs the highest MCS supportable by all clients. Experimental results show that MuVi improves the average video peak signal-to-noise ratio (PSNR) by up to 13 and 7 dB compared to the Naive and the Adaptive schemes, respectively. MuVi does not require modification to the video encoding scheme or the air interface. Thus, it allows speedy deployment in existing systems.

[1]  Elisabeth Buffard,et al.  VLC Media Player , 2012 .

[2]  Sampath Rangarajan,et al.  Opportunistic alignment of advertisement delivery with cellular basestation overloads , 2011, MobiSys '11.

[3]  Zigmund Orlov Network-driven adaptive video streaming in wireless environments , 2008, 2008 IEEE 19th International Symposium on Personal, Indoor and Mobile Radio Communications.

[4]  Supratim Deb,et al.  Real-Time Video Multicast in WiMAX Networks , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[5]  Clian-Soo Soo Hwang,et al.  An adaptive modulation method for multicast communications of hierarchical data in wireless networks , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[6]  Steven McCanne,et al.  Receiver-driven layered multicast , 1996, SIGCOMM '96.

[7]  Sachin Katti,et al.  FlexCast: graceful wireless video streaming , 2011, MobiCom.

[8]  Dina Katabi,et al.  A cross-layer design for scalable mobile video , 2011, MobiCom.

[9]  Bo Li,et al.  An end-to-end adaptation protocol for layered video multicast using optimal rate allocation , 2004, IEEE Transactions on Multimedia.

[10]  Steven McCanne,et al.  Low-Complexity Video Coding for Receiver-Driven Layered Multicast , 1997, IEEE J. Sel. Areas Commun..

[11]  Eddie Kohler,et al.  The Click modular router , 1999, SOSP.

[12]  Tatsuya Suda,et al.  Source-adaptive multilayered multicast algorithms for real-time video distribution , 2000, TNET.

[13]  Yung-Chang Chen,et al.  Optimal rate allocation for scalable video multicast over WiMAX , 2008, 2008 IEEE International Symposium on Circuits and Systems.

[14]  Ranveer Chandra,et al.  DirCast: A practical and efficient Wi-Fi multicast system , 2009, 2009 17th IEEE International Conference on Network Protocols.

[15]  Baohua Zhao,et al.  Scalable video multicast with joint layer resource allocation in broadband wireless networks , 2010, The 18th IEEE International Conference on Network Protocols.

[16]  Heonshik Shin,et al.  Layered resource allocation for video broadcasts over wireless networks , 2008, IEEE Transactions on Consumer Electronics.

[17]  Baohua Zhao,et al.  Scalable Video Multicast With Adaptive Modulation and Coding in Broadband Wireless Data Systems , 2012, IEEE/ACM Transactions on Networking.

[18]  Baohua Zhao,et al.  Fast Optimal Resource Allocation for Scalable Video Multicast in Broadband Wireless Networks , 2010, 2010 IEEE International Conference on Communications.

[19]  Suman Banerjee,et al.  Scalable WiFi Media Delivery through Adaptive Broadcasts , 2010, NSDI.