Title: MIMO-OFDM
1MIMO-OFDM
- MIMO
- High diversity gain (space-time coding)
- High multiplexing gain (BLAST)
- OFDM
- Bandwidth efficient
- Robust to multipath fading thanks to cyclic
prefix - Easy to implement thanks to the IFFT/FFT
- Flexible in resource allocation
2Diversity Coding
- Diversity in space, time and frequency
- Antenna diversity (space)
- Delay diversity (time)
- Multipath diversity (frequency)
- Coding over space, time and frequency
- Space-time (ST) coding
- Space-frequency (SF) coding
- Space-time-frequency (STF) coding
3Coded MIMO-OFDM
T Number of OFDM symbols N Number of
subcarriers Mt Number of Tx Mr Number of Rx
Coding f S ? C
4Code Rate
Ns The length of input data sequence S.
- Uncoded single-antenna OFDM R1 (NsN, T1)
- Alamouti Code R1 (N1, NsT2)
- Golden code R2 (N1, Ns4, T2) Belfiore,
2005 - BLAST RMt (N1, NsMt , T1) Foschini, 1996
5Diversity Gain vs. Coding Gain
-- Coding gain
-- Diversity gain
6Optimal Coding
- Should guarantee maximum diversity gain
- Should achieve highest transmission rate
- Should have lowest decoding complexity
- No coding scheme could achieve all!
- Code design is indeed to get a better tradeoff
among 1-3.
7ST Coded OFDM
- The conventional ST code is directly applied to
MIMO-OFDM by viewing each subchannel as a virtual
antenna. - The ST coding for MIMO-OFDM is indeed coding
across antennas and OFDM blocks on the same
subchannel. - ST-OFDM cannot guarantee the exploitation of
multipath diversity. - With a mapping structure, an ST code design is
proposed to achieve full-diversity and admit
simple ML decoding Zhang, Xia, and Ching,
ICASSP2006
W. Zhang, X.-G. Xia, and P. C. Ching, IEEE Trans.
Wireless Commun., May 2007
8Full-diversity SF coding via repetition mapping,
Su et al 2003
OFDM subchannel
OFDM subchannel
2-Tx
j
j
k
k
l
l
m
m
OFDM block
OFDM block
Antenna 1
Antenna 2
W. Su, et. al., IEEE Trans. Signal Processing,
Nov. 2003.
9Example of full-diversity SF coding
2-Tx R1
? is rotation matrix to generate signal space
diversity.
W. Su, et. al., IEEE Trans. Inf. Theory, Jan.
2005.
10Example of full-diversity SF coding
2-Tx R2
? is a rotation matrix to generate signal space
diversity.
W. Zhang, X.-G. Xia, and P. C. Ching, IEEE Trans.
Commun., Jan. 2007.
11STF Coded OFDM
12Example of full-diversity STF coding
2-Tx For any 4 subcarriers R2
OFDM block-2
OFDM block-1
? is a rotation matrix to generate signal space
diversity.
Tx-2
Tx-1
W. Zhang, X.-G. Xia, and P. C. Ching, IEEE Trans.
Commun., Jan. 2007.
13Performance Comparison
2x2 MIMO-OFDM (64-pt FFT) system at 4 bps/Hz in
block fading channels. STF coding achieves a
higher diversity gain than SF coding.
14Performance Comparison
15Some Papers to Read
- W. Zhang, X.-G. Xia, and K. B. Letaief,
Space-Time/Frequency Coding for MIMO-OFDM in Next
Generation Broadband Wireless Systems, IEEE
Wireless Communications, Special Issue on Next
Generation CDMA vs. OFDMA for 4G Wireless
Applications, vol. 14, no. 3, 2007. This is a
tutorial paper. - H. Bolcskei and A. Paulraj, Space-frequency
codes for broadband fading channels, in Proc.
IEEE Int. Symp. Inf. Theory, Washington, DC, June
24-29, 2001, p. 219. - W. Su, Z. Safar, M. Olfat, and K. J. R. Liu,
Obtaining full-diversity space-frequency codes
from space-time codes via mapping, IEEE Trans.
Signal Processing, vol. 51, pp. 29052916, Nov.
2003. - W. Zhang, X.-G. Xia, and P. C. Ching, High-rate
full-diversity space-time-frequency codes for
broadband MIMO block fading channels, IEEE
Trans. Commun., vol. 55, pp. 25-34, Jan. 2007. - W. Zhang, X.-G. Xia, and P. C. Ching,
Full-diversity and fast ML decoding properties of
general orthogonal space-time block codes for
MIMO-OFDM systems, IEEE Trans. on Wireless
Communications, May 2007. - Zhefeng Li and X.-G. Xia, PAPR Reduction for
Repetition Space-Time-Frequency Coded MIMO-OFDM
Systems Using Chu Sequences, IEEE Trans. on
Wireless Communications, April 2008. - Zhefeng Li and X.-G. Xia, Single-Symbol ML
Decoding for Orthogonal and Quasi-Orthogonal STBC
in Clipped MIMO-OFDM Systems Using A Clipping
Noise Model, IEEE Trans. on Communications, July
2008.