We report a new approach to designing an artificial nose based on high-dens
ity optical arrays that directly incorporate a number of structural and ope
rational features of the olfactory system. The arrays are comprised of thou
sands of microsphere (bead) sensors, each belonging to a discrete class, ra
ndomly dispersed across the face of an etched optical imaging fiber. Beads
are recognized and classified after array assembly by their unique, "self-e
ncoded" response pattern to a selected vapor pulse, The high degree of redu
ndancy built into the array parallels that found in nature and affords new
opportunities for chemical-sensor signal amplification. Since each bead is
independently addressable through its own light channel, it is possible to
combine responses from same-type beads randomly distributed throughout the
array in a manner reminiscent of the sensory-neuron convergence observed in
the mammalian olfactory sq-stem, Signal-to-noise improvements of approxima
tely n(1/2) have been achieved using this method.