Computer simulation is now increasingly being used for design and performance
evaluation of communication systems. When simulating a mobile wireless channel for
communication systems, it is usually assumed that the fading process is a random
variate with Rayleigh distribution. The random variates of the fading process should
also have other properties, like autocorrelation, spectrum, etc. At present, there
are a number of methods to generate the Rayleigh fading process, some of them
quite recently proposed. Due to the use of different Rayleigh fading generators,
different simulations of the same communication system yield different results. Three
methods, viz., the Jakes method, the IDFT method and the filtering WGN method,
have been studied, simulated and compared based on the Rayleigh fading process'
properties. Various communication systems have been simulated using the Rayleigh
fading generators and the difference in the results, if any, have been analyzed. The
research studies the different Rayleigh fading generators and compares them using
the properties of the Rayleigh fading channel. It is found that the IDFT method and
the filtering WGN method generate processes that have properties very close to the
ideal Rayleigh fading process.
| Identifer | oai:union.ndltd.org:tamu.edu/oai:repository.tamu.edu:1969.1/3046 |
| Date | 12 April 2006 |
| Creators | Sathini Ramaswamy, Vishnu Raghavan |
| Contributors | Miller, Scott |
| Publisher | Texas A&M University |
| Source Sets | Texas A and M University |
| Language | en_US |
| Detected Language | English |
| Type | Book, Thesis, Electronic Thesis, text |
| Format | 415366 bytes, electronic, application/pdf, born digital |
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