DocumentCode :
2466248
Title :
Channel estimation and data detection for MIMO-OFDM systems
Author :
Yue, Jiang ; Kim, Kyeong Jin ; Gibson, Jerry D. ; Iltis, Ronald A.
Author_Institution :
Dept. of Electr. Eng., Southern Methodist Univ., USA
Volume :
2
fYear :
2003
fDate :
1-5 Dec. 2003
Firstpage :
581
Abstract :
The use of multiple antennas at both the transmitter and receiver can significantly increase the channel capacity. These systems are called the multiple-input multiple-output (MIMO) systems. By using orthogonal frequency division multiplexing (OFDM) transmission techniques, the MIMO-OFDM system can achieve high spectral efficiency, which makes it an attractive candidate for high-data-rate wireless applications. In this paper, we propose a convolutionally coded MIMO-OFDM system with EM-based channel estimation and a QRD-M data detection algorithm. In our systems, one training symbol is transmitted from each transmit antenna for the MIMO channel estimation at the receiver. With the channel estimates available, we apply the QRD-M algorithm on the estimated channel matrix for suboptimal data detection with reasonable computational cost. The bit error rate (BER) and packet error rate (PER) performance of the MIMO-OFDM systems are compared. In the simulations, the bit error rate performance of our systems is 9 (or 5) dB better than that of uncoded (or coded) BLAST systems.
Keywords :
MIMO systems; OFDM modulation; antenna arrays; channel capacity; channel estimation; convolutional codes; error statistics; matrix decomposition; radio receivers; radio transmitters; receiving antennas; transmitting antennas; BER; MIMO-OFDM system; QR decomposition-M data detection algorithm; bit error rate; channel capacity; channel matrix; convolutionally code; expectation-maximisation channel estimation; high-data-rate wireless application; multiple antenna; multiple-input multiple-output system; orthogonal frequency division multiplexing transmission technique; packet error rate; receiver; spectral efficiency; training symbol transmission; transmit antenna; transmitter; Bit error rate; Channel capacity; Channel estimation; Convolutional codes; Detection algorithms; MIMO; OFDM; Receiving antennas; Transmitters; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN :
0-7803-7974-8
Type :
conf
DOI :
10.1109/GLOCOM.2003.1258305
Filename :
1258305
Link To Document :
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