Title :
Wideband MIMO channel diagonalization in the time domain
Author :
Brandt, Rasmus ; Bengtsson, Mats
Author_Institution :
ACCESS Linnaeus Center, KTH R. Inst. of Technol., Stockholm, Sweden
Abstract :
Methods for spatially diagonalizing wideband multiple-input multiple-output channels using linear finite impulse response (FIR) filters are investigated. The PSVD approach by applying the PQRD-BC algorithm for approximate singular value decomposition (SVD) of polynomial matrices is compared to the approach of performing a set of conventional SVDs in the Discrete Fourier Transform (DFT) domain, in terms of complexity and approximation error. Reduced order filters, based on the DFT-SVDs, are then obtained by optimizing the phases of the filters. Applying the phase optimized filters as linear filters then forms a benchmark on the accuracy attainable for any PSVD factorization, for the given filter length. Simulations show that the DFT-SVD method has significantly lower complexity than the PSVD by PQRD-BC, but results in higher order filters. On the other hand, the PSVD by PQRD-BC yields filters which are close to being perfectly unitary for all frequencies. To achieve good performance, the reduced order filters are around one order of magnitude longer than the channel impulse response length. Therefore there is no gain in performing time domain diagonalization using a polynomial SVD, compared to using a multicarrier solution.
Keywords :
FIR filters; MIMO communication; broadband networks; discrete Fourier transforms; singular value decomposition; transient response; DFT-SVD method; FIR filters; PQRD-BC algorithm; PSVD factorization; channel impulse response length; discrete Fourier transform; linear filters; linear finite impulse response filters; multicarrier solution; phase optimized filters; polynomial matrices; singular value decomposition; spatially diagonalizing wideband multiple-input multiple-output channels; time domain diagonalization; wideband MIMO channel diagonalization; Approximation methods; Complexity theory; Convolution; Discrete Fourier transforms; Matrix decomposition; Polynomials; Time domain analysis;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4577-1346-0
Electronic_ISBN :
pending
DOI :
10.1109/PIMRC.2011.6139853