title: Bio-benchmarking of electronic nose sensors.
abstract: BACKGROUND
  Electronic noses, E-Noses, are instruments designed to reproduce the performance of animal noses or antennae but generally they cannot match the discriminating power of the biological original and have, therefore, been of limited utility. The manner in which odorant space is sampled is a critical factor in the performance of all noses but so far it has been described in detail only for the fly antenna.
  
  
  METHODS
  Here we describe how a set of metal oxide (MOx) E-Nose sensors, which is the most commonly used type, samples odorant space and compare it with what is known about fly odorant receptors (ORs).
  
  
  RESULTS
  Compared with a fly's odorant receptors, MOx sensors from an electronic nose are on average more narrowly tuned but much more highly correlated with each other. A set of insect ORs can therefore sample broader regions of odorant space independently and redundantly than an equivalent number of MOx sensors. The comparison also highlights some important questions about the molecular nature of fly ORs.
  
  
  CONCLUSIONS
  The comparative approach generates practical learnings that may be taken up by solid-state physicists or engineers in designing new solid-state electronic nose sensors. It also potentially deepens our understanding of the performance of the biological system.
authors.affiliation: CSIRO Entomology and CSIRO Food Futures Flagship, Canberra, Australian Capital Territory, Australia.
authors.forename: Amalia Z
authors.initials: AZ
authors.lastname: Berna
authors.forename: Alisha R
authors.initials: AR
authors.lastname: Anderson
authors.forename: Stephen C
authors.initials: SC
authors.lastname: Trowell
mesh_terms: D000818:Animals; D019985:Benchmarking; D015374:Biosensing Techniques; D004175:Diptera / Q000502:physiology; D009666:Nose; D012684:Sensory Thresholds; D012903:Smell