Title :
Detector Placement Strategies for Freeway Travel Time Estimation
Author :
Liu, Ying ; Lai, Xiaorong ; Chang, Gang-Len
Author_Institution :
Dept. of Civil & Environ. Eng., Maryland Univ., College Park, MD
Abstract :
One popular class of approaches to estimate freeway corridor travel time is based on measured or estimated speed data from roadside detectors. In most estimation practices, using either simulated or actual data, detectors are assumed to evenly distribute with a close spacing of around half mile. Unfortunately, this detector location scheme will be too costly for most freeway corridors under limited budget. To contend with this issue, this paper examines some widely used estimation algorithms under various traffic conditions with different detector spacing, and then proposes a set of strategies for locating detectors. Numerical results, based on traffic conditions on 1-70 corridor of Maryland, have demonstrated the promising properties of our proposed strategies under recurrent congestion pattern
Keywords :
estimation theory; traffic information systems; detector placement; freeway travel time estimation; roadside detectors; Detectors; Equations; Fluid flow measurement; Intelligent transportation systems; Neural networks; Phase detection; Time measurement; Traffic control; Vehicle detection; Vehicles;
Conference_Titel :
Intelligent Transportation Systems Conference, 2006. ITSC '06. IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0093-7
Electronic_ISBN :
1-4244-0094-5
DOI :
10.1109/ITSC.2006.1706790