Title :
A low complexity fast lattice reduction algorithm for MIMO detection
Author :
Zhao, Kanglian ; Li, Yang ; Jiang, Hua ; Du, Sidan
Author_Institution :
Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
Abstract :
Based on the well known Lenstra Lenstra Lovász (LLL) algorithm, we propose a possible swap LLL algorithm (P-SLLL) for lattice reduction aided (LRA) MIMO detection in this paper. The reduction process of the new algorithm is modified by searching for the next column swap through the whole basis, instead of the sequential implementation in the original LLL algorithm. Two different searching criteria are proposed, i.e. the random selection criterion and the optimal swap selection criterion. Comparing to the LLL algorithm, the PSLLL algorithm enjoys fast termination property and lower computational complexity, which can benefit practical hardware implementation. Simulation results prove our analysis and show that PSLLL aided linear MIMO detectors achieve the same performance as the LLL aided methods.
Keywords :
MIMO communication; signal detection; LRA MIMO detection; Lenstra Lenstra Lovasz algorithm; MIMO detection; MIMO detectors; PSLLL algorithm; computational complexity; lattice reduction aided; low complexity fast lattice reduction algorithm; optimal swap selection criterion; possible swap LLL algorithm; random selection criterion; Algorithm design and analysis; Computational complexity; Detectors; Lattices; MIMO; Polynomials; Lattice Reduction; MIMO Detection;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2012 IEEE 23rd International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-2566-0
Electronic_ISBN :
2166-9570
DOI :
10.1109/PIMRC.2012.6362605