Title :
Lattice-Reduction Aided Multi-User STBC Decoding with Resource Constraints
Author :
Wu, Di ; Eilert, Johan ; Liu, Dake
Author_Institution :
Linkoping Univ., Linkoping
Abstract :
Lattice-reduction aided decoders have been proposed in MIMO system to achieve near maximum likelihood decoder performance while maintaining reasonable complexity. This paper studies the implementation of lattice-reduction aided linear decoders on a programmable device for multi-user space-time block coding (MU-STBC). By reloading software, the device can be configured to use different decoding schemes according to the amount of resources available, which is an important feature of cognitive radio. In this paper, two different lattice-reduction aided linear decoding methods namely SQRD-LR and AQRD-LR for MU-STBC are evaluated based on their BER performance and computational complexity. Furthermore, the effect of deadline constraint on LR is evaluated and based on the evaluation, a new method namely adaptive decoding is proposed by us to allow mode-switching of the decoder according to the environment parameters, so that the best decoder performance can always be achieved while fulfiling the resource constraints.
Keywords :
MIMO communication; adaptive decoding; block codes; cognitive radio; communication complexity; error statistics; lattice theory; maximum likelihood decoding; space-time codes; telecommunication switching; Alaimouti QR decomposition-lattice reduction; BER performance; MIMO system; adaptive decoding; cognitive radio; computational complexity; deadline constraint; decoder mode-switching; linear decoders; maximum likelihood decoder; multiuser space-time block coding; programmable device; resource constraints; software reloading; sorted QR decomposition-lattice reduction; Antenna arrays; Bit error rate; Block codes; Cognitive radio; Land mobile radio; MIMO; Matrix decomposition; Maximum likelihood decoding; Mobile communication; Transmitting antennas;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1144-3
Electronic_ISBN :
978-1-4244-1144-3
DOI :
10.1109/PIMRC.2007.4394554