@inproceedings{b0f3f6a33d1b4f448fdf9a969874a5ef,
title = "Capacity analysis of time-varying flat-fading channels using particle methods",
abstract = "We consider the problem of computing the information rate of a first-order approximation of Clarke's time-varying flat-fading channel model, and apply the recently-developed particle-filter method for estimating the information rate of a continuous-valued channel with memory. We compare the results with various bounds, both classic and recent, and we find that the information rates obtained using the particle method fall between recently-established tight bounds. We also investigate the effects of the numbers of particles and of simulated time-steps on the estimated information rate. Such results are useful in providing an upper bound on the data rates achievable in a wireless communication system.",
keywords = "Channel capacity, Fading channel, Information rate, Particle method, Wireless communications",
author = "Stephen Taylor and Parastoo Sadeghi",
year = "2007",
doi = "10.1109/ATNAC.2007.4665274",
language = "English",
isbn = "1424415578",
series = "2007 Australasian Telecommunication Networks and Applications Conference, ATNAC 2007",
publisher = "IEEE Computer Society",
pages = "425--430",
booktitle = "2007 Australasian Telecommunication Networks and Applications Conference, ATNAC 2007",
address = "United States",
note = "2007 Australasian Telecommunication Networks and Applications Conference, ATNAC 2007 ; Conference date: 02-12-2007 Through 05-12-2007",
}