Abstract
A distributed joint routing and spectrum sharing algorithm for video streaming applications over cognitive radio ad hoc networks is proposed in this article. The proposed cross-layer control scheme dynamically allocates routes, spectrum and power to maximize the network throughput under the constraints posed by delay-sensitive video applications. The algorithm evaluates the expected delay of competing flows in single-hop and two-hop networks considering the time-varying spectrum condition and occupancy, traffic characteristics, and the condition of queues at intermediate nodes. Simulation results show that the proposed algorithm significantly reduces the packet loss rate and improves the average peak signal-to-noise ratio (PSNR) of the received video streams.
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
Akyildiz, I.F., Lee, W.Y., Vuran, M.C., Mohanty, S.: NeXt Generation/Dynamic Spectrum Access/Cognitive Radio Wireless Networks: A Survey. Computer Networks Journal (Elsevier) 50, 2127–2159 (2006)
Mitola, J.: Cognitive Radio. Licentiate thesis, Royal Inst. of Technol., KTH (1999)
Attar, A., Holland, O., Nakhai, M., Aghvami, A.: Interference-limited Resource Allocation for Cognitive Radio in Orthogonal Frequency-Division Multiplexing Networks. IET Communications 2, 806–814 (2008)
Cao, L., Zheng, H.: SPARTA: Stable and Efficient Spectrum Access in Next Generation Dynamic Spectrum Networks. In: Proc. of IEEE Intl. Conf. on Computer Communications (INFOCOM), April 2008, pp. 870–878 (2008)
Liu, K., Zhao, Q.: A Restless Bandit Formulation of Opportunistic Access: Indexablity and Index Policy. In: Proc. of the 5th IEEE Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON) Workshops (June 2008)
Yuan, Y., Bahl, P., Chandra, R., Moscibroda, T., Wu, Y.: Allocating dynamic time-spectrum blocks in cognitive radio networks. In: Proc. of ACM Intl. Symp. on Mobile Ad Hoc Networking and Computing (MobiHoc), New York, NY, USA, pp. 130–139 (2007)
Akyildiz, I.F., Lee, W.Y., Chowdhury, K.: CRAHNs: Cognitive Radio Ad Hoc Networks. Ad Hoc Networks Journal (Elsevier) 7(5), 810–836 (2009)
Hou, Y.T., Shi, Y., Sherali, H.D.: Optimal spectrum sharing for multi-hop software defined radio networks. In: Proc. of IEEE Intl. Conf. on Computer Communications (INFOCOM) (May 2007)
Khan, S., Peng, Y., Steinbach, E., Sgroi, M., Kellerer, W.: Application Driven Cross-Layer Optimization for Video Streaming over Wireless Networks. IEEE Comm. Mag. 44, 122–130 (2006)
Shiang, H.P., van der Schaar, M.: Delay-Sensitive Resource Management in Multi-hop Cognitive Radio Networks. In: IEEE Dynamic Spectrum Access Networks (DySPAN) (October 2008)
Shiang, H.P., van der Schaar, M.: Dynamic Channel Selection for Multi-user Video Streaming over Cognitive Radio Networks. In: Proc. Int. Conf. On Image Processing (ICIP) (October 2008)
Shiang, H.P., van der Schaar, M.: Conjecture-Based Channel Selection Game for Delay-Sensitive Users in Multi-Channel Wireless Networks. In: International Conference on Game Theory for Networks, GameNets (2009)
Gupta, P., Kumar, P.: The capacity of wireless networks. IEEE Transactions on Information Theory 46(2), 388–404 (2000)
Psaromiligkos, I.N., Batalama, S.N., Medley, M.J.: Rapid Combined Synchronization/Demodulation Structures for DS-CDMA Systems - Part I: Algorithmic developments. IEEE Transactions on Communications 51, 983–994 (2003)
Psaromiligkos, I.N., Batalama, S.N.: Rapid Combined Synchronization/Demodulation Structures for DS-CDMA Systems - Part II: Finite data record performance analysis. IEEE Transactions on Communications 51, 1162–1172 (2003)
ISO/IEC 14496: Coding of Audio-Visual Objects. International Organization for Standardization, ISO (1999)
ISO/IEC 14496C10:2003: Coding of Audiovisual ObjectsłPart 10: Advanced Video Coding. International Organization for Standardization (ISO) (2003)
Wiegand, T., Sullivan, G.J., Reichel, J., Schwarz, H., Wien, M.: Joint Draft 11 of SVC Amendment. Doc. JVT-X201 (July 2007)
Tassiulas, L., Ephremides, A.: Stability properties of constrained queueing systems and scheduling for maximum throughput in multihop radio networks. IEEE Transactions on Automatic Control 37(12), 1936–1949 (1992)
Georgiadis, L., Neely, M.J., Tassiulas, L.: Resource Allocation and Cross-layer Control in Wireless Networks. Found. Trends Netw. 1(1), 1–144 (2006)
Eryilmaz, A., Srikant, R.: Joint Congestion Control, Routing, and MAC for Stability and Fairness in Wireless Networks. IEEE Journal on Seclected Areas in Communications 24(8), 1514–1524 (2006)
Ding, L., Melodia, T., Batalama, S., Medley, M.: ROSA: Distributed Joint Routing and Dynamic Spectrum Allocation in Cognitive Radio Ad Hoc Networks. In: Proc. of ACM Intl. Conf. on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Tenerife, Canary Islands, Spain (October 2009)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Ding, L., Pudlewski, S., Melodia, T., Batalama, S., Matyjas, J.D., Medley, M.J. (2010). Distributed Spectrum Sharing for Video Streaming in Cognitive Radio Ad Hoc Networks. In: Zheng, J., Mao, S., Midkiff, S.F., Zhu, H. (eds) Ad Hoc Networks. ADHOCNETS 2009. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 28. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11723-7_59
Download citation
DOI: https://doi.org/10.1007/978-3-642-11723-7_59
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-11722-0
Online ISBN: 978-3-642-11723-7
eBook Packages: Computer ScienceComputer Science (R0)