Application-driven cross-layer optimization for video streaming over wireless networks

Mobile multimedia applications require networks that optimally allocate resources and adapt to dynamically changing environments. Cross-layer design (CLD) is a new paradigm that addresses this challenge by optimizing communication network architectures across traditional layer boundaries. In this article we discuss the relevant technical challenges of CLD and focus on application-driven CLD for video streaming over wireless networks. We propose a cross-layer optimization strategy that jointly optimizes the application layer, data link layer, and physical layer of the protocol stack using an application-oriented objective function in order to maximize user satisfaction. In our experiments we demonstrate the performance gain achievable with this approach. We also explore the trade-off between performance gain and additional computation and communication cost introduced by cross-layer optimization. Finally, we outline future research challenges in CLD.

[1]  Philip A. Chou,et al.  Rate-distortion optimized streaming of packetized media , 2006, IEEE Transactions on Multimedia.

[2]  Georgios B. Giannakis,et al.  Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks , 2005, IEEE Journal on Selected Areas in Communications.

[3]  Lang long,et al.  On cross-layer design of wireless networks , 2004, Proceedings of the IEEE 6th Circuits and Systems Symposium on Emerging Technologies: Frontiers of Mobile and Wireless Communication (IEEE Cat. No.04EX710).

[4]  Rui Zhang,et al.  Advances in channel-adaptive video streaming , 2002, Wirel. Commun. Mob. Comput..

[5]  Mihaela van der Schaar,et al.  Adaptive cross-layer protection strategies for robust scalable video transmission over 802.11 WLANs , 2003, IEEE J. Sel. Areas Commun..

[6]  Avideh Zakhor,et al.  Cross layer techniques for adaptive video streaming over wireless networks , 2002, Proceedings. IEEE International Conference on Multimedia and Expo.

[7]  Andrea J. Goldsmith,et al.  Optimal power control and source-channel coding for delay constrained traffic over wireless channels , 2002, 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333).

[8]  Mihaela van der Schaar,et al.  Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms , 2005, IEEE Wirel. Commun..

[9]  Avideh Zakhor,et al.  FOR STREAMING VIDEO IN WIRELESS NETWORKS , 2006 .

[10]  Wolfgang Kellerer,et al.  Cross layer optimization for wireless multi-user video streaming , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[11]  Adam Wolisz,et al.  Cross-layer optimization of OFDM transmission systems for MPEG-4 video streaming , 2004, Comput. Commun..

[12]  M. van der Schaar,et al.  Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms , 2005, IEEE Wireless Communications.

[13]  Wolfgang Kellerer,et al.  RATE-DISTORTION OPTIMIZED VIDEO FRAME DROPPING ON ACTIVE NETWORK NODES , 2004 .

[14]  Wolfgang Kellerer,et al.  Adaptive resource allocation and frame scheduling for wireless multi-user video streaming , 2005, IEEE International Conference on Image Processing 2005.

[15]  Panganamala Ramana Kumar,et al.  A cautionary perspective on cross-layer design , 2005, IEEE Wireless Communications.

[16]  Jon M. Peha,et al.  Streaming video over the Internet: approaches and directions , 2001, IEEE Trans. Circuits Syst. Video Technol..

[17]  Edwin K. P. Chong,et al.  Opportunistic Scheduling for Streaming Video in Wireless Networks 1 , 2003 .

[18]  Josef A. Nossek,et al.  Cross layer optimization - an equivalence class approach , 2004, ITG Workshop on Smart Antennas (IEEE Cat. No.04EX802).