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Correlation (MIMO)

Standard MIMO Correlation Matrix

The correlation coefficient defines the degree of correlation for a specific path or for all enabled paths between the Fader blocks within the correlation group as shown in the block diagram. For MIMO applications, spatial correlation is one of the key factors that influences system performance which is known to deteriorate if antenna spacing is insufficient or the scattering environment does not provide completely uncorrelated channels.

When you use a standard channel model in a MIMO configuration, the firmware automatically populates the correlation matrix as specified in the standard. However, since transmitter/receiver elements and operating environments vary widely in the real world, the PXB allows you to customize how the correlation matrix is calculated.

Correlation Matrix for MIMO OTA Test (Ring of Probes Method) Channel Models

When you select an LTE > MIMO OTA Test > Ring of Probes Method channel model, Tx Correlation is used instead of fader (Rx) correlation, since there is no Rx correlation in this test.

In the Fader Setup view, you can select:

Viewing the Correlation Matrix

You can view the correlation matrix for an individual path or select all of the paths that are enabled in the Fader Path setups. In some cases, the correlation matrix cell may display a 0, 1, or be blank.

Editing the Correlation Matrix

You can edit the entries below the matrix diagonal; this will also populate the corresponding cell (with row, column interchanged) in the upper triangle with the complex conjugate.

Correlation Matrix Properties

A valid matrix must have the properties listed below.