Title :
Fixed Complexity LLL Algorithm
Author :
Vetter, Henning ; Ponnampalam, Vishakan ; Sandell, Magnus ; Hoeher, Peter Adam
Author_Institution :
Telecommun. Res. Lab., Toshiba Res. Eur. Ltd., Bristol
fDate :
4/1/2009 12:00:00 AM
Abstract :
A common technique to perform lattice basis reduction is the Lenstra, Lenstra, Lovasz (LLL) algorithm. An implementation of this algorithm in real-time systems suffers from the problem of variable run-time and complexity. This correspondence proposes a modification of the LLL algorithm. The signal flow is altered to follow a deterministic structure, which promises to obtain an easier implementation as well as a fixed execution time known in advance. In the case of a maximum number of iterations as it is likely in real-time systems, our modification clearly outperforms the original LLL algorithm as far as the quality of the reduced lattice basis is concerned.
Keywords :
MIMO systems; computational complexity; real-time systems; Lenstra Lenstra Lovasz algorithm; deterministic structure; fixed complexity LLL algorithm; fixed execution time; lattice basis reduction; real-time systems; signal flow; LLL algorithm; Lattice reduction; MIMO systems;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2008.2011827