Title :
What Determines the Diversity Order of Linear Equalizers?
Author :
Wei Zhang ; Xiaoli Ma
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Diversity techniques are important in combating the deleterious effects of channel fading. To enjoy diversity, both transmitter and receiver have to be designed appropriately. Many existing designs have exploited different flavors of diversity by employing maximum likelihood (ML) or near-ML detectors at the receiver, which is of high complexity. On the other hand, empirical results have shown that linear equalizers (LEs) offer inferior performance but come with low complexity. Unfortunately, the diversity collected by general LEs has not been quantified, which reduces the attraction of LEs in theoretical and practical aspects. In this paper, we reveal a fundamental yet simple condition that determines whether LEs can achieve the same diversity order as an ML equalizer does. The condition is based on the orthogonal deficiency (od) of channel matrix. Based on the distribution of the channel od, we propose a framework of hybrid equalizers which guarantees maximum diversity while trading off complexity for coding gains. The theoretical findings are verified by simulation results.
Keywords :
diversity reception; equalisers; fading channels; matrix algebra; maximum likelihood detection; ML equalizer; channel fading; channel matrix; diversity order; hybrid equalizers; linear equalizers; maximum diversity; maximum likelihood detectors; near-ML detectors; orthogonal deficiency; Collaborative work; Detectors; Equalizers; Fading; Government; Maximum likelihood decoding; Maximum likelihood detection; Maximum likelihood estimation; OFDM; Transmitters; Diversity; fading channels; linear equalizers; linear systems; orthogonality deficiency;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366471