We propose an algorithm for decision feedback equalizers used in high speed
digital receiver demodulators such as DTV receivers. The algorithm uses th
e sparse channel characteristics of the DTV transmission. A variation of th
e decision feedback equalizer, namely the partial feedback equalizer, is al
so introduced. The sparseness of the channel is combined with the partial f
eedback equalizer to develop a new algorithm. Similarity with subspace base
d filtering is noted, which results in robust performance in the presence o
f noise. The new algorithm has a superior convergence speed and lower stead
y state mean squared error, as compared to conventional approaches.