Title :
An implementation of discrete multi-tone over slowly time-varying multiple-input/multiple-output channels
Author :
Tehrani, Ardavan Maleki ; Hassibi, Arash ; Cioffi, John ; Boyd, Stephen
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
We have investigated a method for data transmission over slowly time-varying MIMO channels. A low complexity method is introduced that effectively diagonalizes the MIMO channel. This enables the use of discrete multi-tone (DMT) modulation over the MIMO channel to achieve information transmission rates close to the Shannon capacity. DMT requires knowledge of the channel state information at the transmitter which is not always possible in practice. In this case the channel can be only made block diagonal and signal detection requires the solution to a least-squares problem with integer variables. This is a very challenging problem that is theoretically difficult (NP-hard). In this paper, a practically efficient method is proposed to solve this least squares problem
Keywords :
MIMO systems; channel capacity; computational complexity; data communication; least squares approximations; matrix algebra; modulation; signal detection; time-varying channels; DMT modulation; NP-hard problem; Shannon capacity; block diagonal channel; channel state information; data transmission; discrete multi-tone; discrete multi-tone modulation; information transmission rates; integer variables; least-squares problem solution; matrix equation; multiple-input/multiple-output channels; signal detection; slowly time-varying MIMO channels; transmitter; Channel capacity; Channel state information; Data communication; Digital TV; Global Positioning System; Information systems; MIMO; OFDM modulation; Signal detection; Transmitters;
Conference_Titel :
Global Telecommunications Conference, 1998. GLOBECOM 1998. The Bridge to Global Integration. IEEE
Conference_Location :
Sydney,NSW
Print_ISBN :
0-7803-4984-9
DOI :
10.1109/GLOCOM.1998.776499