Correlated fading channel: transmit and receive antenna correlation matrices
$R_H$ could be anything other than identity and you would get correlated fading with the definitions you have in place in the question. Defining a kronecker matrix product is one way.

$R_H$ should be $N_R \times N_R$ matrix, you can make the kronecker product to result in a non identity matrix of this size.