Abstract
With the recent rapid growth of communication, networking, and video compression technology, the real-time video streaming applications have evolved from traditional single-stream along simple transmitter-to-receiver path to complex multiple streams through advanced full-fledged cooperative networks. In this chapter, three major emerging advanced concepts are introduced: cooperative transmission, distributed source coding (DSC), and share auction based resource allocation. Cooperative transmission has been demonstrated as an effective transmission scheme to form virtual multiple-input and multiple-output (MIMO) system and provide diversity gains. Distributed source coding brings a new coding paradigm by letting the receiver jointly exploit the statistical dependencies among multiple streams sent from different sources without coding rate penalty. Share auction brings efficient way to allocate system resources in a distributed and collaborated manner to alleviate computation complexity. Based on these advanced concepts along with the advanced video processing ability for side information generation, a wireless multi-stream video transmission framework over full-fledged cooperative networks is presented.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Sendonaris, A., Erkip, E., Aazhang, B.: User cooperation diversity, Part I: System description. IEEE Transactions on Communications 51, 1927–1938 (2003)
Cover, T.M., El Gamal, A.: Capacity theorems for the relay channel. IEEE Information Theory 25(5), 572–584 (1979)
Khojastepour, M.A., Sabharwal, A., Aazhang, B.: On the Capacity of ‘Cheap’ Relay Networks. In: Proc. 37th Annual Conference on Information Sciences and Systems, Baltimore, MD (March 2003)
Laneman, J.N., Tse, D., Wornell, G.W.: Cooperative diversity in wireless networks: Efficient protocols and outage behavior. IEEE Trans. on Information Theory 50(12), 3062–3080 (2004)
Huang, J., Han, Z., Chiang, M., Poor, H.V.: Auction-based Resource Allocation for Cooperative Communications. IEEE Journal on Selected Areas on Communications, Special Issue on Game Theory 26(7), 1226–1238 (2008)
Wang, B., Han, Z., Liu, K.J.R.: Distributed Relay Selection and Power Control for Multiuser Cooperative Communication Networks Using Buyer / Seller Game. In: Proceedings of Annual IEEE Conference on Computer Communications, INFOCOM, Anchorage, AK (May 2007)
Han, Z., Poor, H.V.: Coalition Game with Cooperative Transmission: A Cure for the Curse of Boundary Nodes in Selfish Packet-Forwarding Wireless Networks. In: Proceedings of 5th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt 2007), Limassol, Cyprus (April 2007)
Ng, T., Yu, W.: Joint optimization of relay strategies and resource allocations in cooperative cellular networks. IEEE Journal on Selected Areas in Communications 25(2), 328–339 (2007)
Bletsas, A., Lippman, A., Reed, D.P.: A simple distributed method for relay selection in cooperative diversity wireless networks, based on reciprocity and channel measurements. In: Proceedings of IEEE Vehicular Technology Conference Spring, Stockholm, Sweden (May 2005)
Savazzi, S., Spagnolini, U.: Energy Aware Power Allocation Strategies for Multihop-Cooperative Transmission Schemes. IEEE Journal on Selected Areas in Communications 25(2), 318–327 (2007)
Himsoon, T., Siriwongpairat, W., Han, Z., Liu, K.J.R.: Lifetime maximization framework by cooperative nodes and relay deployment in wireless networks. IEEE Journal on Selected Areas in Communications 25(2), 306–317 (2007)
Annavajjala, R., Cosman, P.C., Milstein, L.B.: Statistical channel knowledge-based optimum power allocation for relaying protocols in the high SNR regime. IEEE Journal on Selected Areas in Communications 25(2), 292–305 (2007)
Lin, B., Ho, P., Xie, L., Shen, X.: Optimal relay station placement in IEEE 802.16j networks. In: Proceedings of International Conference on Communications and Mobile Computing, Hawaii, USA (August 2007)
Su, W., Sadek, A.K., Liu, K.J.R.: Cooperative communication protocols in wireless networks: performance analysis and optimum power allocation. Wireless Personal Communications 44(2), 181–217 (2008)
Shutoy, H.Y., Gunduz, D., Erkip, E., Wang, Y.: Cooperative source and channel coding for wireless multimedia communications. IEEE Journal of Selected Topics in Signal Proc. 1(2), 295–307 (2007)
Girod, B., Aaron, A., Rane, S., Rebollo-Monedero, D.: Distributed video coding. In: Proceedings of the IEEE, Special Issue on Video Coding and Delivery, vol. 93(1), pp. 71–83 (January 2005)
Stankovic, V., Yang, Y., Xiong, Z.: Distributed source coding for multimedia multicast over heterogeneous networks. IEEE Journal on Selected Topics in Signal Processing 1(2), 220–230 (2007)
Han, Z., Liu, K.J.R.: Resource Allocation for Wireless Networks: Basics, Techniques, and Applications. Cambridge University Press, Cambridge (2008)
Su, G., Han, Z., Wu, M., Liu, K.J.R.: Multiuser Cross-Layer Resource Allocation for Video Transmission over Wireless Networks. IEEE Network Magazine, 21–27 (March/April 2006)
Huang, J., Berry, R., Honig, M.L.: Auction-based spectrum sharing. ACM/Kluwer Mobile Networks and Applications Journal (MONET) 11(3), 405–418 (2006)
Fattahi, A.R., Fu, F., van de Schaar, M., Paganini, F.: Mechanism-based resource allocation for multimedia transmission over spectrum agile wireless networks. IEEE Journal on Selected Areas in Communications 25(3), 601–612 (2007)
Fu, F., van der Schaar, M.: Noncollaborative resource management for wireless multimedia applications using mechanism design. IEEE Transactions on Multimedia 9(4), 851–868 (2007)
Proakis, J.: Digital Communications, 4th edn. Thomas Casson (2001)
Kim, B.-J., Xiong, Z., Pearlman, W.A.: Low bit-rate scalable video coding with 3-D set partitioning in hierarchical trees (3-D SPIHT). IEEE Transactions on Circuits and Systems for Video Technology 10(8), 1374–1387 (2000)
Boyd, S., Vandenberghe, L.: Convex Optimization. Cambridge University Press, Cambridge (2006), http://www.stanford.edu/~boyd/cvxbook.html
Krishna, V.: Auction Theory. Academic Press, London (2002)
Binmore, K., Swierzbinski, J.E.: Treasury Auctions: Uniform or Discriminatory? Journal of Economic Design 5, 387–410 (2000)
Binmore, K., Swierzbinski, J.E.: A Little Behavioralism Can Go A Long Way. In: Binmore, K. (ed.) Does Game Theory Work? The Bargaining Challenge, ch. 8, pp. 257–276. MIT Press, Cambridge (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Su, GM., Han, Z. (2011). Auction Based Resource Allocation for Cooperative Wireless Video Transmission with Distributed Source Coding. In: Lin, W., Tao, D., Kacprzyk, J., Li, Z., Izquierdo, E., Wang, H. (eds) Multimedia Analysis, Processing and Communications. Studies in Computational Intelligence, vol 346. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19551-8_21
Download citation
DOI: https://doi.org/10.1007/978-3-642-19551-8_21
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19550-1
Online ISBN: 978-3-642-19551-8
eBook Packages: EngineeringEngineering (R0)