1. Department of Civil Engineering, California State Polytechnic University, Pomona, California, USA;
2. Division of Traffic Operations, California Department of Transportation, Sacramento, California, USA;
3. Division of Research, Innovation and System Information, Department of Transportation California, Sacramento, California, USA