On tractable wireless channel models

作者: An Mei Chen , R.R. Rao

DOI: 10.1109/PIMRC.1998.734678

关键词: Markov chainUpper and lower boundsWirelessMarkov processAlgorithmComputer networkCommunication channelError detection and correctionRayleigh fadingComputer science

摘要: We present techniques to capture the behavior of realistic channels with mathematically tractable models, examine different state-space aggregation reduce a large number states Markov chain fewer states, The property strong and weak lumpability is discussed stochastic bounding are examined. These applied three types previously published channel models for mobile VHF, wireless indoor, Rayleigh fading channels. Results show that our technique can produce simpler yet still accurate upper bound original model. find bounds perform well when higher-layer error control protocols such as stop-and-go TCP considered.

参考文章(13)
M. Zorzi, R.R. Rao, L.B. Milstein, On the accuracy of a first-order Markov model for data transmission on fading channels ieee international conference on universal personal communications. pp. 211- 215 ,(1995) , 10.1109/ICUPC.1995.496890
Douglas R. Miller, Almost Sure Comparisons of Renewal Processes and Poisson Processes, with Application to Reliability Theory Mathematics of Operations Research. ,vol. 4, pp. 406- 413 ,(1979) , 10.1287/MOOR.4.4.406
C. J. Burke, M. Rosenblatt, A MARKOVIAN FUNCTION OF A MARKOV CHAIN Annals of Mathematical Statistics. ,vol. 29, pp. 1112- 1122 ,(1958) , 10.1214/AOMS/1177706444
Gerardo Rubino, None, ON WEAK LUMPABILITY IN MARKOV CHAINS Journal of Applied Probability. ,vol. 26, pp. 446- 457 ,(1989) , 10.1017/S0021900200038055
Gerardo Rubino, Bruno Sericola, Sojourn times in finite Markov processes Journal of Applied Probability. ,vol. 26, pp. 744- 756 ,(1989) , 10.2307/3214379
Gerardo Rubino, Bruno Sericola, A finite characterization of weak lumpable Markov processes. Part I: The discrete time case Stochastic Processes and their Applications. ,vol. 38, pp. 195- 204 ,(1991) , 10.1016/0304-4149(91)90091-P
E. N. Gilbert, Capacity of a Burst-Noise Channel Bell System Technical Journal. ,vol. 39, pp. 1253- 1265 ,(1960) , 10.1002/J.1538-7305.1960.TB03959.X
Jack Hachigian, Collapsed Markov Chains and the Chapman-Kolmogorov Equation Annals of Mathematical Statistics. ,vol. 34, pp. 233- 237 ,(1963) , 10.1214/AOMS/1177704261
B. Fritchman, A binary channel characterization using partitioned Markov chains IEEE Transactions on Information Theory. ,vol. 13, pp. 221- 227 ,(1967) , 10.1109/TIT.1967.1053975
F. Swarts, H.C. Ferreira, Markov characterization of digital fading mobile VHF channels IEEE Transactions on Vehicular Technology. ,vol. 43, pp. 977- 985 ,(1994) , 10.1109/25.330160