Stochastic Modeling and Simulation of Frequency-Correlated Wideband Fading Channels
Authors:
- 15 May 2007
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Vehicular Technology
- Vol. 56 (3) , 1050-1063
Abstract
For the simulation of practical frequency-diversity wireless communication systems, such as frequency-hopping systems, multicarrier code-division multiple-access systems, and orthogonal frequency-division multiplexing systems, it is often desirable to produce multiple Rayleigh fading processes with given frequency correlation properties. In this paper, a novel stochastic wide-sense stationary sum-of-sinusoids channel simulator is proposed to emulate frequency-correlated wideband fading channels, where the frequency correlation properties are controlled by only adjusting the constant phases. Closed-form expressions are provided for all the parameters of the simulation model. This enables us to investigate analytically the overall correlation properties (not only the correlation coefficients) of the simulated processes with respect to both time separation and frequency separation. It is shown that the wideband channel simulator will be reduced to a narrowband Rayleigh fading-channel simulator by removing the frequency selectivity. Furthermore, the COST 207 typical-urban and rural-area channels are applied to evaluate the performance of the resulting wideband and narrowband channel simulators, respectively. The correlation properties of the simulation models approach the desired ones of the underlying reference models as the number of exponential functions tends to infinity, while very good approximations are achieved with the chosen limited number of exponential functionsKeywords
This publication has 31 references indexed in Scilit:
- A Generative Deterministic Model for Digital Mobile Fading ChannelsIEEE Communications Letters, 2004
- MIMO-OFDM for wireless communications: signal detection with enhanced channel estimationIEEE Transactions on Communications, 2002
- Second-order statistical properties of the WSS Jakes' fading channel simulatorIEEE Transactions on Communications, 2002
- Fundamentals of dynamic frequency hopping in cellular systemsIEEE Journal on Selected Areas in Communications, 2001
- GQR models for multipath Rayleigh fading channelsIEEE Journal on Selected Areas in Communications, 2001
- Limitations of sum-of-sinusoids fading channel simulatorsIEEE Transactions on Communications, 2001
- Karhunen-Loeve expansion of the WSSUS channel output and its application to efficient simulationIEEE Journal on Selected Areas in Communications, 1997
- Capacity of synchronous coded DS SFH and FFH spread-spectrum multiple-access for wireless local communicationsIEEE Transactions on Communications, 1997
- Jakes fading model revisitedElectronics Letters, 1993
- Characterization of Randomly Time-Variant Linear ChannelsIEEE Transactions on Communications, 1963