详情

原文传递 Sure-Se Sensors for Unplanned Roadway Events Simulation and Evaluation.

题名：	Sure-Se Sensors for Unplanned Roadway Events Simulation and Evaluation.
作者：	heidemann, j. silca, f. wang, x. giuliano, g. hu, m.
关键词：	wireless communications, transportation systems, vehicle classification, simulation, evaluation, algorithms, feasibility studies, data collection, regional transportation, transportation models, travel behavior, land use, local transportation, traffic con
摘要：	The purpose of this research was to demonstrate the feasibility of using sensor networks in traffic monitoring applications, specifically a rapidly deployable network of traffic sensors (NOTS) for short-term monitoring and data collection. A sensor network is an array of sensors attached to small computer nodes that have communications capabilities via wireless network. Our application problem is heavy duty truck data: vehicle classification and re-identification, particularly under slow or varying speed conditions. An experimental sensor, the IST Blade sensor, is essentially a portable inductive loop sensor that provides high resolution data. We used the Blade sensor for our initial experiments. We conducted a field experiment on the USC campus in order to collect data for development of classification algorithms. Our results are encouraging; classification accuracy is comparable to that of other recent research efforts. Once we have developed acceptable classification algorithms, two directions are apparent for future research; use of multiple sensors with the goal of improving classification results, and the use of vehicle signatures to allow re-identification of vehicles across multiple sensors. / NOTE: Final rept. / Supplementary Notes: Prepared in cooperation with University of Southern California, Los Angeles. School of Policy, Planning and Development. Sponsored by California State Dept. of Transportation, Sacramento. and Department of Transportation, Washington, DC. / Availability Note: Product reproduced from digital image. Order this product from NTIS by: phone at 1-800-553-NTIS (U.S. customers); (703)605-6000 (other countries); fax at (703)605-6900; and email at orders@ntis.gov. NTIS is located at 5285 Port Royal Road, Springfield, VA, 22161, USA.
总页数：	u0816；43p
报告类型：	科技报告