International Journal of Industrial Electronics and Electrical Engineering(IJIEEE).
Paper Title - Simplified Computation Of Log-Likelihood Ratio Values For High-Order Modulations
This paper proposes a method to approximately compute log-likelihood ratio (LLR) values with reduced
complexity. Conventionally, the maximum-likelihood (ML) method is used as the optimum LLR computation method in
terms of reception performance. However, the ML method has a drawback that its computational complexity increases
exponentially with the modulation order of the system. Although this complexity issue may not significantly affect the
reception time with low modulation orders, when high order modulations such as 4096-quadrature amplitude modulation
(QAM) are used the ML method may not be used due to its enormous amount of computations. In this respect, this paper
proposes an approximation to compute the LLR values. The proposed method requires only M one-dimensional (1D)
Euclidian distances for one modulated symbol while the ML method needs 2M 2D distances which may not be
implementable with high order modulation. As a cost of the complexity reduction, the proposed method shows an acceptable
Keywords- High Order Modulation, Log-likelihood ratio, Maximum-Likelihood Estimation.
Author - In-Woong Kang, Kyu-Soon Ok, Youngmin Kim, Jae Hyun Seo, Heung Mook Kim, Hyoung-Nam Kim