A heuristic approach to design quantizers for signal detection is pres
ented. Quantizer parameters are obtained that minimize a tight upper h
ound on the probability of error, This approach is applied to the desi
gn of distributed detection systems, Numerical examples are presented
to illustrate its near-optimum performance.