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Analysis of Scattering in Mobile Radio Channels Based on Clustered Multipath Estimates

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Abstract

This paper presents the results of angle and delay measurements in physically nonstationary radio channels obtained in an outdoor urban environment. The multidimensional estimation data are obtained using a recently developed 3-D high-resolution channel sounder. The estimation results are compared with results obtained from a 3-D deterministic propagation prediction tool. For a better analysis, a hierarchical clustering method is presented that can separate and group the multidimensional estimation data into clusters. Measurements performed at a fixed position as well as along a trajectory are used to characterize the angular dispersion in both azimuth and elevation. The angular dispersion in terms of the rms cluster angular spread in both elevation and azimuth of the different clusters is analyzed over space and time and related to its physical scattering sources. Compared to the measurements, a large number of multipath clusters are missing in the predictions. Furthermore, it is observed from the measurements that different objects cause different angular spread values in azimuth and elevation. The results can be very helpful for the identification, improvement and calibration of deterministic propagation prediction models.

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References

  1. L. M. Correia, Mobile Broadband Multimedia Networks, Elsevier Science & Technology Books, 2006.

  2. T. K. Sarkar, T. K. Sarkar, Z. Ji, K. Kim, A. Medouri, and M. Salazar-Palma, A survey of various propagation models for mobile communication, IEEE Antennas Propagation Magazine, Vol. 45, No. 3, pp. 51–82, 2003.

    Article  Google Scholar 

  3. M. Bengtsson and B. Volcker, On the estimation of azimuth distributions and azimuth spectra, in Proc. IEEE 54th Veh. Technol. Conf., Vol. 3, pp. 1612–1615, 2001.

  4. M. Ghoraishi, J. Takada, and T. Imai, Identification of scattering objects in microcell urban mobile propagation channel, IEEE Transactions on Antennas and Propagation, Vol. 54, No. 11, pp. 3473–3480, 2006.

    Article  Google Scholar 

  5. L. Vuokko, P. Vainikainen, and J. Takada, Clusters extracted from measured propagation channels in macrocellular environments, IEEE Transactions on Antennas and Propagation, Vol. 53, No. 12, pp. 4089–4098, 2005.

    Article  Google Scholar 

  6. M. R. J. A. E. Kwakkernaat, Y. L. C. de Jong, R. J. C. Bultitude, and M. H. A. J. Herben, High-resolution angle-of-arrival measurements on physically-nonstationary mobile radio channels, IEEE Transactions on Antennas and Propagation, Vol. 56, No. 8, pp. 2720–2729, 2008.

    Article  Google Scholar 

  7. M. R. J. A. E. Kwakkernaat, Y. L. C. de Jong, R. J. C. Bultitude, and M. H. A. J. Herben, Improved structured least squares for the application of Unitary ESPRIT to cross arrays, IEEE Signal Processing Letters, Vol. 13, No. 6, pp. 349–352, 2006.

    Article  Google Scholar 

  8. M. R. J. A. E. Kwakkernaat and M. H. A. J. Herben, Analysis of clustered multipath estimates in physically nonstationary radio channels, in Proc. IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2007), Athens, September 2007, pp. 1–5.

  9. M. R. J. A. E. Kwakkernaat and M. H. A. J. Herben, Analysis of scattering in physically nonstationary mobile radio channels, in 2nd European Conf. on Antennas and Propagation (EuCAP 2007), Edinburgh, UK., 2007.

  10. M. R. J. A. E. Kwakkernaat, Y. L. C. de Jong, R. J. C. Bultitude, and M. H. A. J. Herben, 3-D Switched antenna array for angle-of-arrival measurements, in Nice, France, 1st European Conf. on Antennas and Propagation (EuCAP 2006), 2006.

  11. J. Salo, J. Salmi, N. Czink, and P. Vainikainen, Automatic clustering of nonstationary MIMO channel parameter estimates, in Conference Proceedings of the 12th International Conference on Telecommunications, Cape Town, Südafrika, 2005.

  12. N. Czink, G. Del Galdo, and C. Mecklenbräuker, A novel automatic cluster tracking algorithm, in Proc. IEEE 17th Int. Symp. on Personal, Indoor and Mobile Radio Communications (PIMRC2006), Helsinki, Finland, 2006.

  13. A. K. Jain and R. C. Dubes, Algorithms for Clustering Data, Prentice Hall, 1988.

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Acknowledgement

The authors acknowledge the support of TNO Information and Communication Technology and KPN. In particular, the first author is financially supported within the research framework Dutch Research Delta, a research co-operation between KPN, TNO and a large number of Dutch universities. The framework comprises three research themes: Liquid Bandwidth, Transsectoral Innovation and Social Innovation.

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Correspondence to Maurice R. J. A. E. Kwakkernaat.

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Kwakkernaat, M.R.J.A.E., Herben, M.H.A.J. Analysis of Scattering in Mobile Radio Channels Based on Clustered Multipath Estimates. Int J Wireless Inf Networks 15, 107–116 (2008). https://doi.org/10.1007/s10776-008-0082-9

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  • DOI: https://doi.org/10.1007/s10776-008-0082-9

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