Title :
Soft ZF MIMO detection for turbo codes
Author :
Shang, Pingping ; Kim, Sooyoung ; Choi, Kwonhue
Author_Institution :
Chonbuk Nat. Univ., Jeonju, South Korea
Abstract :
In this paper, we present a soft zero forcing (ZF) scheme for turbo-coded multi-input multi-output (MIMO) schemes. The complexity of maximum likelihood (ML) soft detection for turbo coded MIMO schemes increases exponentially by the number of antennas and modulation orders, and thus it is a NP hard problem. In this paper, we divide the soft detection process as three sequential steps and this highly reduces the computational complexity. The three sequential steps include ZF detection of the transmitted modulation symbol, soft demapping, and application of proper channel gain. We demonstrate the simulation results on fast and slow fading channels and show that the proposed soft ZF scheme can achieve just a dB power loss with dramatically reduced detection complexity compared to ML detection.
Keywords :
MIMO communication; computational complexity; maximum likelihood detection; optimisation; turbo codes; NP hard problem; computational complexity; detection complexity; maximum likelihood soft detection; modulation order; multi-input multi-output scheme; soft zero forcing MIMO detection; turbo coded MIMO scheme; turbo codes; Bit error rate; Complexity theory; Decoding; Fading; MIMO; Modulation; Turbo codes; MIMO; ZF; soft decision; spatial multiplexing; turbo codes;
Conference_Titel :
Wireless and Mobile Computing, Networking and Communications (WiMob), 2010 IEEE 6th International Conference on
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4244-7743-2
Electronic_ISBN :
978-1-4244-7741-8
DOI :
10.1109/WIMOB.2010.5644980