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Low-Complexity Soft Detection of QAM demapper for a MIMO System
- Source :
- IEEE Communications Letters, IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2016, 20 (4), pp.732-735. ⟨10.1109/LCOMM.2016.2525722⟩, IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2016, 20 (4), pp.732-735. 〈10.1109/LCOMM.2016.2525722〉
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- International audience; MIMO systems exploit multi-path propagation to improve throughput and performance of digital communication systems. However, at the receiver side, the computation of Euclidean distances requires prohibitive computational complexity particularly when combined with a high-order constellation. Conventionally, it is necessary to calculate all the Euclidean distances to find the maximum likelihood solution. In this letter, we propose a novel approach based on the principle of conditioned detection combined with lattice-reduction techniques to estimate the closest point to the received symbol without the computation of all the Euclidean distances. Thanks to this approach, a reduction up to 95% of the required number of multiplications is achieved without any degradation in terms of performance by comparison with a conventional BP technique.
- Subjects :
- 3G MIMO
Theoretical computer science
Computational complexity theory
MIMO
050801 communication & media studies
02 engineering and technology
[ MATH.MATH-IT ] Mathematics [math]/Information Theory [math.IT]
[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processing
MIMO systems
Reduction (complexity)
0508 media and communications
BP algorithm
0202 electrical engineering, electronic engineering, information engineering
soft detection
Electrical and Electronic Engineering
Throughput (business)
Mathematics
05 social sciences
[MATH.MATH-IT]Mathematics [math]/Information Theory [math.IT]
020206 networking & telecommunications
Computer Science Applications
[ SPI.TRON ] Engineering Sciences [physics]/Electronics
[SPI.TRON]Engineering Sciences [physics]/Electronics
QAM
Euclidean distance
Modeling and Simulation
Algorithm
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Multipath propagation
Subjects
Details
- Language :
- English
- ISSN :
- 10897798
- Database :
- OpenAIRE
- Journal :
- IEEE Communications Letters, IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2016, 20 (4), pp.732-735. ⟨10.1109/LCOMM.2016.2525722⟩, IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2016, 20 (4), pp.732-735. 〈10.1109/LCOMM.2016.2525722〉
- Accession number :
- edsair.doi.dedup.....85e0539d0224e2f420daa271980087f9
- Full Text :
- https://doi.org/10.1109/LCOMM.2016.2525722⟩