DocumentCode
1719691
Title
Introduction of dual regularization parameters to improve the performance of MMSE based vector perturbation
Author
Yafei Hou ; Sonobe, S. ; Tsukamoto, Sanroku ; Yano, Ken´ichi ; Uno, Masatoshi ; Kobayashi, Kaoru
Author_Institution
ATR Wave Eng. Labs., Kyoto, Japan
fYear
2013
Firstpage
558
Lastpage
562
Abstract
This paper proposes a method to improve the performance of minimum-mean square error (MMSE) based vector perturbation (MMSE-VP) by introducing dual regularization parameters of MMSE precoding matrix. First regularization parameter a1 is set so as to maximize the signal to interference plus noise ratio (SINR) value of each stream to find the optimal perturbation vector. The second regularization parameter α2 is set as to minimize the total MSE between the transmitted perturbation vector and received perturbation vector to precancel the interference among the streams. The simulated results confirm that the proposed method can improve the performance of MMSE-VP over i.i.d. MIMO channel and indoor correlated frequency-selective fading MIMO channel.
Keywords
MIMO communication; fading channels; indoor radio; least mean squares methods; radiofrequency interference; MMSE based vector perturbation; MMSE precoding matrix; MMSE-VP; MSE; SINR value; dual regularization parameter; indoor correlated frequency-selective fading MIMO channel; minimum-mean square error; signal to interference plus noise ratio; Fading; Frequency conversion; Matrix decomposition; Phase shift keying;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology (ICACT), 2013 15th International Conference on
Conference_Location
PyeongChang
ISSN
1738-9445
Print_ISBN
978-1-4673-3148-7
Type
conf
Filename
6488250
Link To Document