Title :
Analytical Multi-User MIMO Channel Modeling: Subspace Alignment Matters
Author :
Czink, Nicolai ; Bandemer, Bernd ; Oestges, Claude ; Zemen, Thomas ; Paulraj, Arogyaswami
Author_Institution :
FTW Forschungszentrum Telekommunikation Wien, Vienna, Austria
fDate :
1/1/2012 12:00:00 AM
Abstract :
For a receiver that observes a mixture of desired and interfering multiple-input multiple-output (MIMO) transmissions, not all interference has the same severity: its effect is modulated by the degree of alignment between the eigenspaces of the desired and undesired channel matrices. An analytical channel model is proposed to account for this effect. Two metrics of eigenspace compatibility are studied, and a method to generate channels of a given degree of compatibility is derived. The resulting model is parameterized using radio channel measurement data, and an implementation recipe for immediate use of the model is provided.
Keywords :
MIMO communication; interference suppression; matrix algebra; multiuser detection; radio receivers; wireless channels; analytical multiuser MIMO channel modeling; eigenspace compatibility; multiple input multiple output transmission; radio channel measurement data; subspace alignment matter; undesired channel matrices; Correlation; Eigenvalues and eigenfunctions; Interference; MIMO; Matrix decomposition; Measurement; Mutual information; Multi-user MIMO; radio channel measurements; radio channel modeling; subspace modeling;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.010412.110980