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KyunByoung Ko, Taeyoung Kim, Sooyong Choi, Changeon Kang and Daesik Hong, "A novel RBF-based detector for MIMO systems over rich-scattering fading channels", IEEE GLOBECOM, Nov. 2002
[IEEE GLOBECOM]
조회 72776
Status : | Presented |
---|---|
Date : | 2002-11 |
Title : | A novel RBF-based detector for MIMO systems over rich-scattering fading channels |
Authors : | KyunByoung Ko, Taeyoung Kim, Sooyong Choi, Changeon Kang and Daesik Hong |
Conference : | IEEE Conference and Exhibition Global Telecommunications |
Abstract : | This paper proposes a novel detection scheme using a radial basis function (RBF) network in a multi-input multi-output (MIMO) environment. In order to evaluate the performance of the proposed MIMO-RBF receiver, simulations are performed over the rich-scattering fading channel. Simulation results confirm that the proposed scheme shows the similar bit-error rate (BER) performance of a maximum likelihood detection (MLD) and outperforms Vertical-Bell Laboratories Layered Space-Time using minimum-mean-square-error ing (VBLAST-MMSE) as well as VBLAST using zero-forcing ing (VBLAST-ZF). Moreover, we investigate the effect on the performance of the number of RBF center with two modulation formats (i.e. BPSK and QPSK) and different number of transmit and receive antennas. The performance of the proposed detector is verified with respect to an initialization-rate of RBF centers. |
URL : | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1188116 |
Download : | http://mirinae.yonsei.ac.kr/?module=file...2440b620fd |
KyunByoung Ko; Taeyoung Kim; Sooyong Choi; Changeon Kang; Daesik Hong; , "A
novel RBF-based detector for MIMO systems over rich-scattering fading channels,"
Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE , vol.1,
no., pp. 434- 438 vol.1, 17-21 Nov. 2002
doi: 10.1109/GLOCOM.2002.1188116
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1188116&isnumber=26632
doi: 10.1109/GLOCOM.2002.1188116
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1188116&isnumber=26632
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