As humans coordinate multiple senses for optimal recognition, so will electronic systems.
Chemical & Biological
Do not strive to build the perfect detector. Even if you do, it won’t be good enough.
Rather with an integrated set of orthogonal, less than perfect sensors you may achieve an almost perfect detection.