Title :
On random rotations diversity and minimum MSE decoding of lattices
Author :
Lamy, Catherine ; Boutros, Joseph
Author_Institution :
Dept. de Electron. et Commun., Ecole Nat. Superieure des Telecommun., Paris, France
fDate :
7/1/2000 12:00:00 AM
Abstract :
We establish a simple relation between high-diversity multidimensional rotations obtained from totally complex cyclotomic fields and the discrete Fourier transform. The diversity distribution of an Hadamard-like random rotation is derived analytically. It is shown that a random multidimensional rotation exhibits an excellent diversity distribution and can be combined to quadrature amplitude modulation (QAM) constellations to combat channel fading. We also describe a mean-square error (MSE) universal lattice decoder suitable for large dimensions up to 1024. The MSE criterion treats the lattice structure as intersymbol interference. The universal decoder is applied to both Gaussian and Rayleigh fading channels to decode dense lattice sphere packings and rotated cubic constellations, respectively
Keywords :
Gaussian channels; Rayleigh channels; decoding; discrete Fourier transforms; diversity reception; intersymbol interference; least mean squares methods; quadrature amplitude modulation; DFT; Gaussian fading channel; Hadamard-like random rotation; MSE universal lattice decoder; QAM constellations; Rayleigh fading channels; complex cyclotomic fields; dense lattice sphere packings; discrete Fourier transform; diversity distribution; high-diversity multidimensional rotations; intersymbol interference; lattice structure; mean-square error; minimum MSE decoding; quadrature amplitude modulation; random multidimensional rotation; random rotations diversity; rotated cubic constellations; universal decoder; Constellation diagram; Discrete Fourier transforms; Fading; Gaussian channels; Intersymbol interference; Lattices; Maximum likelihood decoding; Multidimensional systems; Quadrature amplitude modulation; Rayleigh channels;
Journal_Title :
Information Theory, IEEE Transactions on