Title :
Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization
Author :
Gao, Jingbo ; Zhu, Xu ; Nandi, Asoke K.
Author_Institution :
Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool
fDate :
6/1/2009 12:00:00 AM
Abstract :
We propose a non-redundant linear precoding scheme and three peak-to-average power ratio (PAPR) reduction schemes for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems with independent component analysis (ICA) based blind equalization. The proposed precoding at the transmitter allows complete elimination of the ambiguity in the ICA equalized signals under certain conditions. The optimal design of precoding is investigated, and performance analysis on the ambiguity error probability is provided. The proposed PAPR reduction schemes are incorporated with precoding, and therefore do not introduce any spectral overhead compared to conventional PAPR reduction schemes. Simulation results show that the proposed blind structure provides a bit error rate (BER) performance which is much better than that of the subspace method, and close to the case with perfect channel state information (CSI) at the receiver. Furthermore, the proposed structure can reduce the PAPR of the transmit signals considerably.
Keywords :
MIMO communication; OFDM modulation; blind equalisers; channel coding; channel estimation; error statistics; independent component analysis; linear codes; modulation coding; precoding; wireless channels; BER performance; ICA based blind equalization; MIMO OFDM system; bit error rate; channel state information; independent component analysis; multiple-input multiple-output system; nonredundant linear precoding scheme; orthogonal frequency division multiplexing; performance analysis; Bit error rate; Blind equalizers; Channel state information; Error probability; Independent component analysis; MIMO; OFDM; Peak to average power ratio; Performance analysis; Transmitters; Precoding, independent component analysis (ICA), peak-to-average power ratio (PAPR), orthogonal frequency domain equalization (OFDM), multiple-input multipleoutput (MIMO);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2009.080541