Title :
Impact of diagonal correlations on MIMO capacity: application to geometrical scattering models
Author :
Oestges, C. ; Clerckx, B. ; Vanhoenacker-Janvier, D. ; Paulraj, A.J.
Author_Institution :
Microwave Lab., Univ. catholique de Louvain, Louvain-la-Neuve, Belgium
Abstract :
The paper highlights the impact of channel correlations on the capacity of MIMO communications, with a focus on the so called diagonal correlations. Based on this analysis, the limitations of simplified mathematical representations, such as the Kronecker or the diagonal-decorrelation models, are pointed out. Finally, the correlation properties of characteristic geometrical scattering models are studied in order to analyze whether these models can be adequately represented by the simplified formalisms, as well as to quantify the errors introduced by these simplifications. With respect to channel correlations, neither the Kronecker model nor the diagonal-decorrelation assumptions are good representations of the investigated geometrical scattering models. When comparing capacity values, it is found that the diagonal-decorrelation model may yield significant errors. In particular, relative errors on ergodic or outage capacity may be significant for the Kronecker model.
Keywords :
MIMO systems; Rayleigh channels; channel capacity; covariance matrices; decorrelation; electromagnetic wave scattering; radiowave propagation; Kronecker model; MIMO capacity; Rayleigh-fading channels; channel correlations; covariance matrices; diagonal correlations; diagonal-decorrelation model; ergodic capacity; geometrical scattering models; outage capacity; radiowave propagation; Antennas and propagation; Covariance matrix; Information systems; Laboratories; MIMO; Mathematical model; Microwave communication; Rayleigh scattering; Signal processing; Solid modeling;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
Print_ISBN :
0-7803-7954-3
DOI :
10.1109/VETECF.2003.1285046