Antenna Ordering in Low Complexity MIMO Detection Based on Ring-Type Markov Random Fields

Seokhyun YOON  Kangwoon SEO  Taehyun JEON  

Publication
IEICE TRANSACTIONS on Communications   Vol.E95-B   No.11   pp.3621-3624
Publication Date: 2012/11/01
Online ISSN: 1745-1345
DOI: 10.1587/transcom.E95.B.3621
Print ISSN: 0916-8516
Type of Manuscript: LETTER
Category: Wireless Communication Technologies
Keyword: 
MIMO detection,  low complexity,  Markov random field,  belief propagation,  antenna ordering,  

Full Text: PDF(306.6KB)>>
Buy this Article




Summary: 
This letter addresses antenna ordering to improve the performance of the MIMO detectors in [4], where two low complexity MIMO detectors have been proposed based on either fully-connected or ring type pair-wise Markov random field (MRF). The former was shown to be better than the latter, while being more complex. The objective of this letter is to make the performance of the detector based on ring-type MRF (with complexity of O(2M 22m)) close to or better than that of fully-connected MRF (with complexity of O(M (M-1)22m)), by applying appropriate antenna ordering. The simulation results validate the proposed antenna ordering methods.