Predictive Vehicular Traffic Model Using Ensemble Methods

نویسندگان

چکیده

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Convex Model Predictive Control for Vehicular Systems

In this work, the author presents a method called Convex Model Predictive Control (CMPC) to control systems whose states are elements of the rotation matrices SO(n) for n = 2, 3. This is done without charts or any local linearization, and instead is performed by operating over the orbitope of rotation matrices. This results in a novel model predictive control (MPC) scheme without the drawbacks ...

متن کامل

Fault Accommodation Using Model Predictive Methods

Following that, we show how the Multiple Models, Switching and Tuning (MMST) methodology can be applied in the context of Failure Detection, Identification and Reconfiguration (FDIR), and discuss its stability and convergence properties. Multiple Model Predictive Control (MMPC) approach is presented and discussed in the case of lock-in-place control actuator failures. Combining the on-line FDI ...

متن کامل

Various Methods of Emission Estimation of Vehicular Traffic in Delhi

Traffic is the predominant source of pollution in urban cities like Delhi. Continuous monitoring of the air quality in roads will be very costly and impracticable. To carry out model calculations is a useful alternative to measuring. The most crucial parameter of models is the source strength, which can be estimated in many ways. In the present study, four different methods of source estimation...

متن کامل

Swarm Based Classifier Model Using Ensemble Feature Ranking Methods

Intrusion Detection System (IDS) is a security support mechanism which has become an essential component of security infrastructure to detect attacks, identify and track the intruders. In intrusion detection, the quantity of data is huge that includes thousands of traffic records with number of various features. Selecting a subset of informative features can lead to improved classification accu...

متن کامل

Traffic Engineering Based on Model Predictive Control

In recent years, the time variation of Internet traffic has increased due to the growth of streaming and cloud services. Backbone networks must accommodate such traffic without congestion. Traffic engineering with traffic prediction is one approach to stably accommodating time-varying traffic. In this approach, routes are calculated from predicted traffic to avoid congestion, but predictions ma...

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

ژورنال

عنوان ژورنال: International Journal for Research in Applied Science and Engineering Technology

سال: 2018

ISSN: 2321-9653

DOI: 10.22214/ijraset.2018.7119