Title :
Low complexity soft sphere decoding via optimal radius control
Author :
Lee, Jaeseok ; Shim, Byonghyo
Author_Institution :
Sch. of Inf. & Commun., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we present a low-complexity list sphere search algorithm for achieving near-optimal a posteriori (APP) detection in iterative detection and decoding (IDD). Motivated by the fact that the list sphere decoding searching fixed number of lattice points is inefficient in many scenarios, we design a criterion to search lattice points with non-vanishing likelihood and derive the optimal sphere radius satisfying this requirement. Through simulations on realistic IDD systems, we show that the proposed method provides considerable complexity savings while maintaining near-optimal performance.
Keywords :
MIMO communication; iterative decoding; maximum likelihood estimation; optimal control; IDD system; iterative decoding; iterative detection; low complexity list sphere search algorithm; low complexity soft sphere decoding; near optimal a posteriori detection; nonvanishing likelihood; optimal sphere radius control; sphere decoding; Approximation methods; Complexity theory; Decoding; Detectors; Iterative decoding; Lattices; MIMO;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2010 IEEE 21st International Symposium on
Conference_Location :
Instanbul
Print_ISBN :
978-1-4244-8017-3
DOI :
10.1109/PIMRC.2010.5671878