A robust sensor placement algorithm is developed that is capable of covering all possible release scenarios.

Placement algorithm includes constraints on sensing accuracy, placement constraints, and sensing constraints.

The algorithm provides sensor coverage maps, response times, and number of sensors for different scenarios.

Show applications involving indoor air quality, transmission of infectious diseases, and chemical and biological warfare.