Fujisaki H, Keller G (2006)
Publication Status: Published
Publication Type: Journal article
Publication year: 2006
Publisher: Institute of Electronics, Information and Communication Engineers
Book Volume: E89A
Pages Range: 2307-2314
Journal Issue: 9
DOI: 10.1093/ietfec/e89-a.9.2307
We extend the sliding block code in symbolic dynamics to transform J(>= 2) sequences of Markov chains with time delays. Under the assumption that the chains are irreducible and aperiodic, we prove the central limit theorem (CLT) for the normalized sums of extended sliding block codes from J sequences of Markov chains. We apply the theorem to the system analysis of asynchronous spread spectrum multiple access (SSMA) communication systems using spreading sequences of Markov chains. We find that the standard Gaussian approximation (SGA) for estimations of bit error probabilities in such systems is the 0-th order approximation of the evaluation based on the CLT. We also provide a simple theoretical evaluation of bit error probabilities in such systems, which agrees properly with the experimental results even for the systems with small number of users and low length of spreading sequences.
APA:
Fujisaki, H., & Keller, G. (2006). The central limit theorem for the normalized sums of the MAI for SSMA communication systems using spreading sequences of Markov chains. IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, E89A(9), 2307-2314. https://doi.org/10.1093/ietfec/e89-a.9.2307
MLA:
Fujisaki, Hiroshi, and Gerhard Keller. "The central limit theorem for the normalized sums of the MAI for SSMA communication systems using spreading sequences of Markov chains." IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences E89A.9 (2006): 2307-2314.
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