Title :
A reduced-state soft-statistics-based MAP/DF equalizer for data transmission over long ISI channels
Author :
Baccarelli, E. ; Fasano, A. ; Zucchi, A.
Author_Institution :
INFOCOM Dept., Rome Univ., Italy
fDate :
9/1/2000 12:00:00 AM
Abstract :
In this contribution, a novel version of the reduced-state maximum a posteriori probability/decision-feedback (MAP/DF) equalizer for intersymbol interference channels with long impulse responses is presented. The main feature of the proposed equalizer is that the soft statistics generated by the MAP receiver are employed to recursively compute a suitable index of the actual reliability of the (soft) decisions feeding the feedback filter. Therefore, in the presented equalizer, the usual (over-optimistic) assumption of error-free decisions at the input of the feedback filter is relaxed and improved performances are experienced, especially on channels with long impulse responses
Keywords :
data communication; decision feedback equalisers; digital filters; digital subscriber lines; intersymbol interference; maximum likelihood estimation; receivers; reliability; MAP receiver; data transmission; error-free decisions; feedback filter; impulse responses; intersymbol interference channels; long ISI channels; performances; reduced-state maximum a posteriori probability/decision-feedback equalizer; reduced-state soft-statistics-based MAP/DF equalizer; reliability; DSL; Data communication; Delay estimation; Equalizers; Feedback; Filters; Intersymbol interference; Multilevel systems; Probability; Statistics;
Journal_Title :
Communications, IEEE Transactions on