Title :
A DFE coefficient placement algorithm for underwater digital acoustic communications
Author :
Lopez, M.J. ; Singer, A.C. ; Whitney, S.L. ; Edelson, G.S.
Author_Institution :
MIT, Cambridge, MA, USA
Abstract :
We describe and evaluate an algorithm for determining decision-feedback equalizer (DFE) coefficient placements from an estimated channel response. Efficient tap placement is desirable to minimize equalizer computation in multichannel, underwater acoustic environments due to long, potentially sparse channel responses lasting hundreds of symbols or more. Although our algorithm relies on heuristics to simplify the placement search, it is based on taking advantage of the interaction between the minimum mean-squared error (MMSE) optimal feedforward and feedback filters, rather than optimizing over each separately. Tests of the automated routine on two diverse sets of data gathered from an at-sea experiment of an underwater acoustic communication system demonstrate the algorithm´s ability to provide complete automation of the tap placement process while maintaining performance
Keywords :
decision feedback equalisers; digital communication; digital filters; feedback; feedforward; least mean squares methods; underwater acoustic communication; DFE coefficient placement algorithm; channel response; channel responses; decision-feedback equalizer; feedback filters; minimize equalizer computation; minimum mean-squared error; multichannel underwater acoustic environment; optimal feedforward filters; placement search; tap placement; underwater digital acoustic communications; Additive noise; Baseband; Decision feedback equalizers; Diversity reception; Energy resolution; Intersymbol interference; Nonlinear filters; Training data; Underwater acoustics; Underwater communication;
Conference_Titel :
OCEANS '99 MTS/IEEE. Riding the Crest into the 21st Century
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-5628-4
DOI :
10.1109/OCEANS.1999.805009