Browse > Article
http://dx.doi.org/10.5302/J.ICROS.2002.8.4.288

Effect of First and Second Order Channel Statistics on Queueing Performance  

Kim, Young-Yong (Dept.of Electric Electronics Engineering, Yonsei University)
Publication Information
Journal of Institute of Control, Robotics and Systems / v.8, no.4, 2002 , pp. 288-291 More about this Journal
Abstract
We characterize multipath fading channel dynamics at the packet level and analyze the corresponding data queueing performance in various environments. We identify the similarity between wire-line queueing analysis and wireless network per-formance analysis. The second order channel statistics, i.e. channel power spectrum, is fecund to play an important role in the modeling of multipath fading channels. However, it is identified that the first order statistics, i.e. channel CDF also has significant impact on queueing performance. We use a special Markov chain, so-called CMPP, throughout this paper.
Keywords
Markov chain; queueing performance; channel model; wireless network;
Citations & Related Records
연도 인용수 순위
  • Reference
1 B. D. Fritchman, 'A binary channel characterization using partitioned Markov chains,' IEEE Transactions on Informations on Theory, pp. 221-227, April, 1967
2 W. C. Jakes, Jr. Ed., Microwave Mobile Communication, Wiley, NewYork, 1974
3 S. Q. Li and C. L. Hwang, 'Queue response to input correlation functions: Continuous spectral analysis,' IEEE/ACM Transactions on Networking, pp. 678-692, December, 1993   DOI
4 M. J. Gans, 'A power-spectral theory of propagation in the mobile radio environment,' IEEE Transactions on Vehicular Technology, vol. 21, pp. 27-38, February, 1972   DOI   ScienceOn
5 R. H. Clarke, 'A statistical theory of mobil-radio reception,' Bell Systems Technical Journal, vol. 47, pp. 957-1000, July-August, 1968   DOI
6 M. Zorzi, R. R. Rao, and L. B. Milstein, 'On the accuracy of a first order Markov model for data transmission on fading channels,' Proc. IEEE ICUPC '95, pp. 211-215, November, 1995   DOI
7 B. Sklar, Digital Communications Fundamentals and Applications, Prentice-Hall, NJ, 1988
8 H. Che and S. Q. Li, 'Fast algorithm for measurement-based traffic modeling,' Proc. IEEE INFOCOM, pp. 53-65 April, 1997