The concatenation of an equalizer and a Viterbi decoder is a powerful means
for improving receiver performance in wireless communication systems. A so
ft-output equalizer increases the impact of this combination by enabling th
e use of. soft-decision Viterbi decoding, It is well known that the maximum
a posteriori (MAP) algorithm provides optimal reliability information, but
at the cost of substantial complexity. This paper contains the results of
an investigation into the design and performance of soft-output adaptive eq
ualization techniques based on suboptimum trellis-based soft-output decodin
g algorithms. It is shown that the performance improvement relative to hard
output equalizers is substantial, while the cost in terms of complexity is
modest. A time-division multiple-access (TDMA) cellular system is used as
the basis for comparisons. Simulation results and a complexity analysis are
presented.