The Statistical Interpretation of Simulated Emergency Braking Event Time Series Data

نویسنده

  • John C Bullas
چکیده

Over three hundred four-second / 40hz time series datasets (from simulated emergency braking manoeuvres at English fatal accident sites and field trials) (see Fig 1) were classified using key characteristics of the braking sequences extracted for each event. These characteristics were then tested for significant difference between road surface types and braking system types. One key marker, average deceleration, was also compared against existing benchmark ‘typical’ values for acceptable performance as found in the literature. The views expressed in this Paper are those of the Author.

برای دانلود رایگان 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

Detection of braking intention in diverse situations during simulated driving based on EEG feature combination.

OBJECTIVE We developed a simulated driving environment for studying neural correlates of emergency braking in diversified driving situations. We further investigated to what extent these neural correlates can be used to detect a participant's braking intention prior to the behavioral response. APPROACH We measured electroencephalographic (EEG) and electromyographic signals during simulated dr...

متن کامل

Comparative Analysis of Classifiers for Classification of Emergency Braking of Road Motor Vehicles

We investigate the feasibility of classifying (inferring) the emergency braking situations in road vehicles from the motion pattern of the accelerator pedal. We trained and compared several classifiers and employed genetic algorithms to tune their associated hyperparameters. Using offline time series data of the dynamics of the accelerator pedal as the test set, the experimental results suggest...

متن کامل

Influence of Alcohol Concentration and Braking Procedure on Motorcylist Brake Reaction Time Using a Motorcycle Riding Simulator

The statistical data published by National Police Agency, Taiwan, indicated that the motorcycle induced the highest accident rate, and drunk driving ranked first among the traffic fatality causes in 2007. The high traffic accident rate was attributed to the alcohol decaying driver reaction and the increase of frequency of using motorcycle in daily life as the car parking space and driving cost ...

متن کامل

بررسی توانمندی مدل شبکه عصبی مصنوعی در شبیه‌سازی فرآیند بارش-رواناب در شرایط تغییر اقلیم (مطالعه موردی: حوزه سد پاشاکلا بابل)

River flow forecasting plays an important role in planning, management and operation of water resources. To achieve this goal and according to the phenomenon of global warming, it is necessary to simulate the daily time series of rainfall and runoff for future periods. Therefore, it is important to survey the detection of climate change event and its impact on precipitation and runoff in the ba...

متن کامل

Statistical Analysis and Modeling (Forecasting) of the Temperature Time Series of Ahvaz Metropolis

Forecasting of temperature and precipitation can be efficiently used in decision making and optimal use of water resources. Studies in Iran have indicated a significant increase in annual temperature. This issue should be further researched in the Ahvaz region because it is the population hub in the southwest of Iran and the pole of irrigation networks and traditional agricultural land ...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008