Title :
Robust design of block diagonalization using perturbation analysis
Author :
Jianshu Zhang ; Haardt, Martin ; Roemer, Florian
Author_Institution :
Commun. Res. Lab., Ilmenau Univ. of Technol., Ilmenau, Germany
Abstract :
Block diagonalization (BD) is a low-complexity linear precoding technique for multi-user MIMO (MU-MIMO) downlink systems, which can provide a performance that is close to theMU-MIMO capacity. However, imperfect channel state information (CSI) will result in a degraded performance of the BD scheme. Thus, studying the performance of BD under imperfect CSI is crucial for a practical system design since the robustness of BD to real-world imperfections should be verified. In this paper we apply a first-order perturbation analysis of the SVD to derive analytic expressions of the signal to interference plus noise ratio (SINR) for each subchannel of each UT using BD in presence of imperfect CSI. To demonstrate the usefulness of these expressions, a robust BD technique via worst SINR maximization is developed. Numerical simulations show the accuracy and the usefulness of the derived analytical results.
Keywords :
MIMO communication; interference (signal); linear codes; optimisation; precoding; singular value decomposition; CSI; MU-MIMO downlink system; SINR maximization; SVD; block diagonalization; first-order perturbation analysis; imperfect channel state information; low-complexity linear precoding technique; multiuser MIMO; robust design; signal-to-interference plus noise ratio; Accuracy; Algorithm design and analysis; Interference; MIMO; Robustness; Signal to noise ratio; Vectors; Block diagonalization; MU-MIMO; convex optimization; perturbation analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638449