Adaptive Resource Allocation for the Multi-User Multi-Carrier Networks

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In this paper, we investigate the problem of allocating transmission data rates to users in multi-user multi-carrier networks. The paper provides a general problem of power and rate allocation that the utility functions can be nonconcave and nondifferetiable. This constrained optimization problem turns utility maximization into nonconvex, which is well-known to be difficult. To solve this problem, the dual optimization is analyzed to decompose the original optimization problem, and then a simple bisection algorithm is proposed.

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722-725

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February 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] D. P. Bertsekas: Nonlinear Programming. Athena Scientific (1999).

Google Scholar

[2] S. Shenker: Fundamental design issues for the future Internet. IEEE J. Sel. Areas Commun. (1995), p.1176–1188.

DOI: 10.1109/49.414637

Google Scholar

[3] F. P. Kelly: Charging and rate control for elastic traffic. Eur. Trans. Telecommun. (1997), p.33–37.

Google Scholar

[4] S. H. Low , D. E. Lapsley: Optimization flow control, I: Basic algorithm and convergence. IEEE/ACM Trans. Netw. (1999), p.861–874.

DOI: 10.1109/90.811451

Google Scholar

[5] R. J. La, V. Anantharam: Utility-based rate control in the Internet for elastic traffic. IEEE/ACM Trans. Netw. (2002), p.272–286.

DOI: 10.1109/90.993307

Google Scholar

[6] J. W. Lee, R. R. Mazumdar, and N. B. Shroff, Non-convexity Issues for Internet Rate Control with. Multi-class Services: Stability and Optimality, IEEE Infocom, (2004), pp.24-34.

DOI: 10.1109/infcom.2004.1354478

Google Scholar

[7] J. -W. Lee, R. R. Mazumdar, N. B. Shroff: Non-Convex Optimization and Rate Control for Multi-Class Services in the Interne. IEEE/ACM Trans. Netw. (2005), p.827–840.

DOI: 10.1109/tnet.2005.852876

Google Scholar

[8] Z. Wang, D. Yang, L. B. Milstein: Multi-user Resource Allocation for a Distributed Multi-Carrier DS-CDMA Network. IEEE Trans. Comm., (2012), pp.143-152.

DOI: 10.1109/tcomm.2011.112811.100685

Google Scholar

[9] M. R. Musku, A. T. Chronopoulos, D. C. Popescu, A. Stefanescu: A Game-Theoretic Approach to Joint Rate and Power Control for Uplink CDMA Communications. IEEE Trans. Comm. (2010), pp.923-932.

DOI: 10.1109/tcomm.2010.03.070205

Google Scholar