Title :
Iterative Multiuser Detection of Spectrally Efficient FDMA CPM
Author :
Noels, Nele ; Moeneclaey, Marc
Author_Institution :
Dept. of Telecommun. & Inf. Process., Ghent Univ., Ghent, Belgium
Abstract :
This paper presents two new iterative multiuser detection algorithms for spectrally efficient frequency division multiple access continuous phase modulation in additive white Gaussian noise. The detectors are derived from the sum-product algorithm and the factor graph framework, performing approximate maximum a posteriori (MAP) bit detection. A factor graph of the actual multiuser detection problem is considered, rather than only factor graphs of the individual single user detection problems combined with ad-hoc inter-user interference cancellation. The practical implementation of the detectors is based on the assumption that a suitable set of sum-product messages can be approximated by a Gaussian distribution. This methodology allows to considerably reduce the computational complexity and memory size requirements as compared to a straightforward application of the sum-product rules. The proposed algorithms further succeed in achieving a good error performance.
Keywords :
AWGN channels; Gaussian distribution; continuous phase modulation; frequency division multiple access; interference suppression; iterative methods; maximum likelihood estimation; multiuser detection; Gaussian distribution; actual multiuser detection problem; ad-hoc inter-user interference cancellation; additive white Gaussian noise; computational complexity; continuous phase modulation; factor graph framework; frequency division multiple access; iterative multiuser detection; maximum a posteriori bit detection; memory size requirements; spectrally efficient FDMA CPM; sum-product algorithm; Approximation algorithms; Detectors; Frequency division multiaccess; Receivers; Signal processing; Signal processing algorithms; Vectors; Continuous phase modulation; frequency division multiaccess; satellite communication;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2012.2206586