Measurement of Road Roughness by Low-cost Photogrammetric System

نویسنده

  • I. Kertesz
چکیده

This paper discusses the continuation of the research work started in 2004. The previous results have been published both in ASPRS and ISPRS conferences. Now we intend to emphasize the latest developments and extended application areas of the system. Due to the increasing demand of the transportation authorities for rapid, accurate data acquisition about the road pavement, a mobile mapping system has been developed primarily for road surface detection. Our system involves a data archiving and system control unit (notebook), an imaging unit (two industrial cameras), a positioning unit (combined GPS/IMU system with built-in Kalman filtering), a marker unit (point-projection by laser diode array) and the mobile platform (pickup with special carrier frame and specified power supply). The first reported results were about creating the digital road surface model and detecting the cracks on the pavement. The system is now in test-phase at the road maintenance company of Budapest city (Municipal Public Service); during the practical tests several new demands have been raised. For the complex transportation management (scheduling road construction works, reconstruction etc.) the roads have to be classified into coarse categories. Therefore the resulted digital surface model has to be transformed into basic numeric form. Internationally, the so-called IRI (International Roughness Index) is used to represent the road condition. Besides the digital surface model of the road pavement, the INS measurements can be used without the images to derive data that indicate the pavement condition. Our experiments showed that vertical acceleration and the roll/pitch values are strongly correlated with the road roughness and waviness. Based on the single INS measurements, the roads can be classified into categories, our tests and initial results are also discussed in the paper.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

ساختار دهی آنی داده‌‌های مکانی ورودی GIS با تأکید بر عارضه راه

An important issue in implementation of a GIS system is preparation of data to be entered in GIS. To produce spatial data for GIS using photogrammetric techniques, conventional method is to apply photogrammetric and GIS systems individually (off-line procedure). This approach is costly, time consuming and somehow unreliable due to the fact that 3D photogrammetric model is not available at the ...

متن کامل

Using neural networks to predict road roughness

When a vehicle travels on a road, different parts of vehicle vibrate because of road roughness. This paper proposes a method to predict road roughness based on vertical acceleration using neural networks. To this end, first, the suspension system and road roughness are expressed mathematically. Then, the suspension system model will identified using neural networks. The results of this step sho...

متن کامل

An Uav-based Photogrammetric Mapping System for Road Condition Assessment

We present an Unmanned Aviation Vehicle-based Photogrammetric mapping system in this paper. This work is part of a project monitoring of unpaved road condition using remote sensing and other technology, sponsored by the US Department of Transportation. The system is based on a low cost model helicopter equipped with a GPS/IMU and a geomagnetic sensor to detect the position, attitude and velocit...

متن کامل

A Study on the Use of Smartphones for Road Roughness Condition Estimation

Understanding condition of road surface is very important especially for road maintenance and asset management. There are many approaches to obtain road surface condition data, however almost all of them are either low speed with intensive human intervention techniques (visual inspection) or techniques that require advanced measurement equipment (sophisticated profilers), which usually comes wi...

متن کامل

Neural Controller Design for Suspension Systems

The main problem of vehicle vibration comes from road roughness. An active suspension systempossesses the ability to reduce acceleration of sprung mass continuously as well as to minimizesuspension deflection, which results in improvement of tire grip with the road surface. Thus, braketraction control and vehicle maneuverability can be improved consider ably .This study developeda new active su...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007