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The Diversity Order of the Semidefinite Relaxation Detector
Jalden, J. ; Ottersten, B.
IEEE transactions on information theory, 2008-04, Vol.54 (4), p.1406-1422
[Periódico revisado por pares]
New York, NY: IEEE
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Título:
The Diversity Order of the Semidefinite Relaxation Detector
Autor:
Jalden, J.
;
Ottersten, B.
Assuntos:
Additive noise
;
Applied sciences
;
Binary system
;
cdma
;
Channels
;
complexity
;
Data transmission
;
Detection
;
Detectors
;
Digital communication
;
diversity
;
Exact sciences and technology
;
Fading
;
Gaussian
;
Information technology
;
Information theory
;
Information, signal and communications theory
;
interior-point method
;
Maximum likelihood decoding
;
Maximum likelihood detection
;
Maximum likelihood estimation
;
MIMO
;
Multiaccess communication
;
multiple-input-multiple- output (MIMO)
;
Multiplexing
;
multiuser detection
;
Optimization
;
Polynomials
;
Radiocommunication specific techniques
;
Radiocommunications
;
Receivers
;
semidefinite relaxation (SDR)
;
Signal and communications theory
;
Signal processing
;
Signal to noise ratio
;
systems
;
Telecommunications
;
Telecommunications and information theory
É parte de:
IEEE transactions on information theory, 2008-04, Vol.54 (4), p.1406-1422
Notas:
ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
Descrição:
In this paper, we consider the detection of binary (antipodal) signals transmitted in a spatially multiplexed fashion over a fading multiple-input-multiple-output (MIMO) channel and where the detection is done by means of semidefinite relaxation (SDR). The SDR detector is an attractive alternative to maximum-likelihood (ML) detection since the complexity is polynomial rather than exponential. Assuming that the channel matrix is drawn with independent identically distributed (i.i.d.) real-valued Gaussian entries, we study the receiver diversity and prove that the SDR detector achieves the maximum possible diversity. Thus, the error probability of the receiver tends to zero at the same rate as the optimal ML receiver in the high signal-to-noise ratio (SNR) limit. This significantly strengthens previous performance guarantees available for the semidefinite relaxation detector. Additionally, it proves that full diversity detection is also possible in certain scenarios when using a noncombinatorial receiver structure.
Editor:
New York, NY: IEEE
Idioma:
Inglês
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