Title :
MMSE analysis of certain large isometric random precoded systems
Author :
Debbah, Mérouane ; Hachem, Walid ; Loubaton, Philippe ; De Courville, Marc
Author_Institution :
Motorola Labs.-Paris, Gif-sur-Yvette, France
fDate :
6/23/1905 12:00:00 AM
Abstract :
Linear precoding consists in multiplying by a N×K matrix a K-dimensional vector obtained by serial to parallel conversion of a symbol sequence to be transmitted. We analyse the performance of MMSE receivers for certain large random isometric precoded systems on fading channels. Using new tools, borrowed from the so-called free probability theory, it can be shown that the signal to interference plus noise ratio at the equalizer output converges almost surely to a deterministic value depending on the probability distribution of the channel coefficients when N→+∞ and K/N→α⩽1. These asymptotic results are used to optimally balance the redundancy introduced between linear precoding and classical convolutional coding, while preserving a simple MMSE equalization scheme at the receiver
Keywords :
convolutional codes; equalisers; fading channels; interference (signal); least mean squares methods; linear codes; probability; random codes; MMSE analysis; MMSE equalization; MMSE receivers; QPSK; asymptotic results; channel coefficients; convolutional coding; fading channels; free probability theory; large isometric random precoded systems; linear precoding; performance analysis; probability distribution; signal to interference plus noise ratio; symbol sequence; Attenuation; Detectors; Equalizers; Fading; Interference; Maximum likelihood detection; Performance analysis; Probability distribution; Signal to noise ratio; Vectors;
Conference_Titel :
Information Theory Workshop, 2001. Proceedings. 2001 IEEE
Conference_Location :
Cairns, Qld.
Print_ISBN :
0-7803-7119-4
DOI :
10.1109/ITW.2001.955170