Simulation of wideband mobile radio channels using subsampled ARMA models and multistage interpolation

We present a technique for simulating time-varying mobile radio channels. This technique is specifically suited to the small relative Doppler bandwidths of wideband channels encountered in CDMA and OFDM communications. A "subsampled" ARMA innovations filter and multistage interpolation are used to achieve an accurate and computationally efficient approximation of specified or measured Doppler spectra (scattering functions). We discuss the calculation of the ARMA coefficients and the optimal design of the multistage interpolator. Simulation results demonstrate the excellent performance of the proposed channel simulator.

[1]  D. E. Davies,et al.  Array signal processing , 1983 .

[2]  J. Salz Optimum mean-square decision feedback equalization , 1973 .

[3]  Georgios B. Giannakis,et al.  Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels , 1998, Proc. IEEE.

[4]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[5]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[6]  James K. Cavers,et al.  Mobile Channel Characteristics , 2000 .

[7]  Peter Adam Hoeher,et al.  A statistical discrete-time model for the WSSUS multipath channel , 1992 .

[8]  Charles W. Therrien,et al.  Discrete Random Signals and Statistical Signal Processing , 1992 .

[9]  Norman C. Beaulieu,et al.  Limitations of sum-of-sinusoids fading channel simulators , 2001, IEEE Trans. Commun..

[10]  Stephen A. Dyer,et al.  Digital signal processing , 2018, 8th International Multitopic Conference, 2004. Proceedings of INMIC 2004..

[11]  Friedrich K. Jondral,et al.  A simulation method for Doppler spectra , 1998, 1988 IEEE 5th International Symposium on Spread Spectrum Techniques and Applications - Proceedings. Spread Technology to Africa (Cat. No.98TH8333).

[12]  S. Biyiksiz,et al.  Multirate digital signal processing , 1985, Proceedings of the IEEE.

[13]  G. Matz,et al.  An unbiased scattering function estimator for fast time-varying channels , 1999, 1999 2nd IEEE Workshop on Signal Processing Advances in Wireless Communications (Cat. No.99EX304).

[14]  C. Burrus,et al.  Array Signal Processing , 1989 .