Title :
Performance of turbo equalizer employing MMSE filter and LDPC codes
Author :
Zakoji, Takaaki ; Murata, Hidekazu ; Araki, Kiyomichi
Author_Institution :
Graduate Sch. of Sci. & Eng., Tokyo Inst. of Technol., Japan
Abstract :
The performance of the receiver combining a minimum mean square error (MMSE) filter and low-density parity-check (LDPC) codes is investigated. Spatial multiplexing techniques can improve spectral efficiency without channel information at the transmitter over rich scattering wireless channel environments. A multiuser scenario is assumed where different users transmit LDPC encoded information simultaneously at the same carrier frequency. The receiver separates the multiplexed signal into signals for each user by the MMSE filter. The log likelihood ratios (LLR) of these signals are updated by the LDPC decoder. From the LLR and channel information, soft replicas are generated. Soft interference cancellation is performed by subtracting interference components from the received signal. The MMSE filtering is applied to the resultant signal. The interference component is eliminated by an iterative process between the MMSE filter and LDPC decoders. The paper shows the performance of this scheme using feedback channel estimation assuming a 4×4 multiple-input multiple-output (MIMO) system.
Keywords :
channel estimation; equalisers; feedback; filtering theory; interference suppression; iterative methods; least mean squares methods; multiuser channels; parity check codes; radio receivers; radiofrequency interference; space division multiplexing; LDPC codes; LDPC decoder; MIMO system; MMSE filter; feedback channel estimation; iterative process; log likelihood ratio; low-density parity-check codes; minimum mean square error filter; multiple-input multiple-output system; multiuser scenario; soft interference cancellation; spatial multiplexing; spectral efficiency; turbo equalizer; Equalizers; Filters; Frequency; Interference cancellation; Iterative decoding; MIMO; Mean square error methods; Parity check codes; Scattering; Transmitters;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
Print_ISBN :
0-7803-8521-7
DOI :
10.1109/VETECF.2004.1404776