Affine Restoration Decoding for MIMO-OFDM Ultrawideband Communications

被引:1
|
作者
Bashir, Sajid [1 ]
Malik, Wasim Q. [2 ]
Shah, Syed Ismail [3 ]
机构
[1] Ctr Adv Studies Engn, Dept Comp Engn, Sector G-5, Islamabad, Pakistan
[2] MIT, Dept Brain & Cognit Sci, Cambridge, England
[3] Iqra Univ, Dept Comp & Techno, Islamabad, Pakistan
关键词
Affine transformation; lattice reduction; maximum likelihood (ML) detection; multiple input multiple output (MIMO) systems;
D O I
10.1109/ICUWB.2008.4653281
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper discusses a near-optimal detection algorithm for 2x2 multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) system, operating on ultrawideband (UWB) channels. The reported affine restoration (AR) algorithm exploits the independence among the elements of the channel matrix and performs a parallel detection process at all receive antennas. For performance approaching that of maximum likelihood (NIL) detection, but with lower complexity, the channel state information (CSI) at the receiver Is utilized to restore the transmitted vector without channel matrix inversion or decomposition. We create a subset of the ML search space so as to reduce the computational complexity with minimal compromise on performance. We also discuss a modification In the proposed algorithm to further reduce the detection complexity. The proposed algorithm achieves near-optimal performance as demonstrated through simulations.
引用
收藏
页码:41 / +
页数:2
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