1. Traffic Operations and Safety Laboratory, Department of Civil and Environmental Engineering, University of Wisconsin–Madison, 1415 Engineering Drive, Madison, WI 53706
2. Institute for Transportation Research, Iowa State University, 2711 South Loop Drive, Suite 4700, Ames, IA 50010