Title :
An algebraic family of complex lattices for fading channels with application to space-time codes
Author :
Dayal, Pranav ; Varanasi, Mahesh K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Colorado, Boulder, CO, USA
Abstract :
A new approach is presented for the design of full modulation diversity (FMD) complex lattices for the Rayleigh-fading channel. The FMD lattice design problem essentially consists of maximizing a parameter called the normalized minimum product distance dp2 of the finite signal set carved out of the lattice. We approach the problem of maximizing dp2 by minimizing the average energy of the signal constellation obtained from a new family of FMD lattices. The unnormalized minimum product distance for every lattice in the proposed family is lower-bounded by a nonzero constant. Minimizing the average energy of the signal set translates to minimizing the Frobenius norm of the generator matrices within the proposed family. The two strategies proposed for the Frobenius norm reduction are based on the concepts of successive minima (SM) and basis reduction of an equivalent real lattice. The lattice constructions in this paper provide significantly larger normalized minimum product distances compared to the existing lattices in certain dimensions. The proposed construction is general and works for any dimension as long as a list of number fields of the same degree is available.
Keywords :
Rayleigh channels; diversity reception; matrix algebra; minimisation; modulation coding; number theory; space-time codes; FMD; Frobenius norm reduction; LLL algorithm; Lenstra-Lenstra-Lovasz; Rayleigh-fading channel; SM; algebraic number theory; energy minimization; full modulation diversity; generator matrix; lattice design problem; nonzero constant; normalized minimum product distance; signal constellation; signal space diversity; space-time coding; successive minima; Constellation diagram; Euclidean distance; Fading; Lattices; Minimization methods; Modulation coding; Quadrature amplitude modulation; Samarium; Signal design; Signal generators; Algebraic number theory; Lenstra–Lenstra–LovÁsz (LLL) algorithm; energy minimization; fading channels; lattices; modulation diversity; number fields; product distance; signal space diversity; space–time coding; successive minima (SM);
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2005.858923