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On the Multicast Capacity of Wireless Ad Hoc Networks with Network Coding  

Wang, Zheng (Department of Electrical Engineering, University of California)
Karande, Shirish S. (Philips Research Bangalore)
Sadjadpour, Hamid R. (Department of Electrical Engineering, University of California)
Garcia-Luna-Aceves, J.J. (Department of Computer Engineering, University of California)
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Abstract
In this paper, we study the contribution of network coding (NC) in improving the multicast capacity of random wireless ad hoc networks when nodes are endowed with multi-packet transmission (MPT) and multi-packet reception (MPR) capabilities. We show that a per session throughput capacity of ${\Theta}$(nT$^3$(n)) can be achieved as a tight bound when each session contains a constant number of sinks where n is the total number of nodes and T(n) is the transmission range. Surprisingly, an identical order capacity can be achieved when nodes have only MPR and MPT capabilities. This result proves that NC does not contribute to the order capacity of multicast traffic in wireless ad hoc networks when MPR and MPT are used in the network. The result is in sharp contrast to the general belief (conjecture) that NC improves the order capacity of multicast. Furthermore, if the communication range is selected to guarantee the connectivity in the network, i.e., ${\Omega}$($\sqrt{log\;n/n}$)=T(n) = O(log log n / log n), then the combination of MPR and MPT achieves a throughput capacity of ${\Theta}$(log$^{\frac{3}{2}}$ n/$\sqrt{n}$) which provides an order capacity gain of ${\Theta}$(log$^2$ n) compared to the point-to-point multicast capacity with the same number of destinations.
Keywords
Capacity; multicast; network coding; wireless ad hoc networks;
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1 S. Kulkarni and P. Viswanath, "A deterministic approach to throughput scaling wireless networks," IEEE Trans. Inf. Theory, vol. 50, no. 6, pp. 1041-1049, 2004.   DOI   ScienceOn
2 F. Xue and P. Kumar, Scaling Laws for Ad-Hoc Wireless Networks: An Information Theoretic Approach. Now Publishers Inc., 2006.
3 J. Kleinberg and E. Tardos, Algorithm Design. Addison Wesley, 2005.
4 Z. Wang, H. R. Sadjadpour, and J. J. Garcia-Luna-Aceves, "Capacity-delay tradeoff for information dissemination modalities in wireless networks," in Proc. IEEE ISIT, Toronto, Ontario, Canada, July 6-11 2008.
5 R. Motwani and P. Raghavan, Randomized Algorithms. Cambridge University Press, 1995.
6 Z. Wang, H. R. Sadjadpour, and J. J. Garcia-Luna-Aceves, "A unifying perspective on the capacity of wireless ad hoc networks," in Proc. IEEE INFOCOM 2008, Phoenix, Arizona, USA., Apr. 13-18 2008.
7 S. Karande, Z. Wang, H. Sadjadpour, and J. J. Garcia-Luna-Aceves, "Multicast throughput order of network coding in wireless ad-hoc networks," in Proc. IEEE SECON, Rome, Italy, June 22-26 2009.
8 X.-Y. Li, S.-J. Tang, and O. Frieder, "Multicast capacity for large scale wireless ad hoc networks," in Proc. ACM MobiCom, Montreal, Canada, Sept. 9-14 2007.
9 A. Giridhar and P. R. Kumar, "Computing and communicating functions over sensor networks," IEEE J. Sel. Areas Commun., vol. 23, no. 4, pp. 755-764, 2005.   DOI
10 Z. Wang, S. Karande, H. Sadjadpour, and J. J. Garcia-Luna-Aceves, "On the capacity improvement of multicast traffic with network coding," in Proc. IEEE MILCOM, San Diego, California, USA, Nov. 17-19 2008.
11 S. Toumpis and A. J. Goldsmith, "Capacity regions for wireless ad hoc networks," IEEE Trans. Wireless Commun., vol. 2, no. 4, pp. 736-748, 2003.
12 S. Karande, Z. Wang, H. Sadjadpour, and J. J. Garcia-Luna-Aceves, "Network coding does not change the multicast throughput order of wireless ad hoc networks," in Proc. IEEE ICC, Dresden, Germany, June 14-18 2009.
13 M. Steele, "Growth rates of euclidean minimal spanning trees with power weighted edges," The Annals of Probability, vol. 16, no. 4, pp. 1767-1787, 1988.   DOI   ScienceOn
14 S. Yi, Y. Pei, and S. Kalyanaraman, "On the capacity improvement of ad hoc wireless networks using directional antennas," in Proc. ACM MobiHoc, Annapolis, Maryland, USA., June 1-3 2003.
15 S. A. Aly, V. Kapoor. J. Meng, and A. Klappenecker, "Bounds on the network coding capacity for wireless random networks," in Proc. NetCod, San Diego, California, USA, Jan. 29 2007.
16 J. J. Garcia-Luna-Aceves, H. R. Sadjadpour, and Z. Wang, "Challenges: Towards truly scalable ad hoc networks," in Proc. ACM MobiCom, Montreal, Quebec, Canada, Sept. 9-14 2007.
17 Z. Li and B. Li, "Network coding in undirected networks," in Proc. CISS, Princeton, NJ, USA., Mar. 17-19 2004.
18 Z. Li, B. Li, and L. Lau, "On achieving maximum multicast throughput in undirected networks," IEEE/ACM Trans. Special Issue Netw. Inf. Theory, vol. 52, pp. 2467-2485, 2006.
19 C. Peraki and S. Servetto, "On the maximum stable throughput problem in random networks with directional antennas," in Proc. ACM MobiHoc, Annapolis, Maryland, USA., June 1-3 2003.
20 Z. Kong, S. A. Aly, E. Soljanin, E. M. Yeh, and A. Klappenecker, "Network coding capacity of random wireless networks under a signal-to-interference- and noise model," Submitted to IEEE Trans. Inf. Theory, 2007.
21 S. H. Lim, Y.-H. Kim, A. E. Gamal, and S.-Y. Chung, "Noisy network coding," submitted to IEEE Trans. Inf. Theory, 2010.
22 J. Liu, D. Goeckel, and D. Towsley, "Bounds on the gain of network coding and broadcasting in wireless networks," in Proc. IEEE INFOCOM, Anchorage, Alaska, USA., May 6-12 2007.
23 A. Ozgur, O. Leveque, and D. Tse, "Hierarchical cooperation achieves optimal capacity scaling in ad hoc networks," IEEE Trans. Inf. Theory, vol. 53, no. 10, pp. 2549-3572, 2007.
24 S. Katti, S. Gollakota, and D. Katabi, "Embracing wireless interference: Analog network coding," in Proc. ACM SIGCOMM, Kyoto, Japan, Aug. 27-31 2007.
25 S. Zhang, S. Liew, and P. P. Lam, "Hot topic: Physical-layer network coding," in Proc. ACM MobiCom, Los Angeles, California, USA., Sept. 23-29 2006.
26 A. Ramamoorthy, J. Shi, and R. Wesel, "On the capacity of network coding for random networks," IEEE Trans. Inf. Theory, vol. 51, no. 8, pp. 2878-2885, 2005.   DOI   ScienceOn
27 R. M. de Moraes, H. R. Sadjadpour, and J. J. Garcia-Luna-Aceves, "Many-to-many communication: A new approach for collaboration in manets," in Proc. IEEE INFOCOM, Anchorage, Alaska, USA., May 6-12 2007.
28 R. Ahlswede, C. Ning, S.-Y. R. Li, and R. W. Yeung, "Network information flow," IEEE Trans. Inf. Theory, vol. 46, no. 4, pp. 1204-1216, 2000.   DOI   ScienceOn
29 S.-Y. R. Li, R. W. Yeung, and N. Cai, "Linear network coding," IEEE Trans. Inf. Theory, vol. 49, no. 2, pp. 371-381, 2003.
30 R. Koetter and M. Medard, "An algebraic approach to network coding," IEEE/ACM Trans. Netw., vol. 11, no. 5, pp. 782-795, 2003.   DOI   ScienceOn
31 M. Franceschetti, O. Dousse, D. Tse, and P. Thiran, "Closing the gap in the capacity of wireless networks via percolation theory," IEEE Transa. Inf. Theory, vol. 53, no. 3, pp. 1009-1018, 2007.   DOI
32 P. Gupta and P. R. Kumar, "The capacity of wireless networks," IEEE Trans. Inf. Theory, vol. 46, no. 2, pp. 388-404, 2000.   DOI   ScienceOn