Title :
Performance Analysis of Spatially Correlated MIMO-OFDM Beamforming Systems with the Maximum Eigenvalue Model from Measured MIMO Channels
Author :
Kim, Wonsop ; Lee, Kyungnam ; Kim, Myung-Don ; Park, Jae Joon ; Chung, Hyun Kyu ; Lee, Hyuckjae
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fDate :
10/1/2012 12:00:00 AM
Abstract :
The performance of MIMO-OFDM beamforming systems with maximal ratio combining receivers is considered based on the extensive wideband 2 × 8 (i.e., 2 transmitting and 8 receiving antennas) MIMO channel measurement data in non line-of-sight urban macrocell environments. Using the experimental observation that the probability density function (PDF) of the measured maximum eigenvalue for H† mHm, where Hm and superscript † denote a MIMO channel frequency response matrix and conjugation and transposition, respectively, matches the Gamma distribution well, we propose the maximum eigenvalue model as Gamma distributed random variables whose parameters are both transmitting and receiving correlations and the number of receiving antennas. Using the model, the performances of MIMO-OFDM beamforming systems, such as the PDF of the output signal-to-noise ratio, outage probability, symbol error rate, and achievable diversity order, are analyzed to demonstrate the effect of spatial correlation in the realistic 2 × n (downlink) and n × 2 (uplink) MIMO channels.
Keywords :
MIMO communication; OFDM modulation; diversity reception; eigenvalues and eigenfunctions; error statistics; gamma distribution; receiving antennas; transmitting antennas; MIMO channel frequency response matrix; PDF; diversity order; gamma distribution; maximal ratio combining receiver; maximum eigenvalue model; nonline-of-sight urban macrocell environment; outage probability; probability density function; receiving antenna; signal-to-noise ratio; spatial correlation; spatially correlated MIMO-OFDM beamforming system; symbol error rate; transmitting antenna; wideband MIMO channel measurement; Antenna measurements; Array signal processing; Correlation; Eigenvalues and eigenfunctions; MIMO; OFDM; Probability density function; Error analysis; Gamma distributions; measurement; multiple-input multiple-output (MIMO); orthogonal frequency division multiplexing (OFDM);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2012.083012.120164