Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter

In this thesis, the analysis of vehicles' determination of speed and volume in the traffic flow will be discussed by approach time. The analyzation of vehicles' speed and volume done by estimated on macroscopic term of traffic flow in the traffic jam with Extended Kalman Filter (EKF) metho...

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Main Authors: Febriana Prihatiningsih, Sigit Pancahayani, Subchan Subchan
Format: Article
Language:English
Published: Institut Teknologi Kalimantan 2019-11-01
Series:Specta
Online Access:https://journal.itk.ac.id/index.php/sjt/article/view/105
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spelling doaj-8dd973f67f5745e78ac3efb1ad4260a72021-03-26T01:58:20ZengInstitut Teknologi KalimantanSpecta2549-27132622-90992019-11-0122516010.35718/specta.v2i2.105105Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman FilterFebriana Prihatiningsih0Sigit Pancahayani1Subchan Subchan2Institut Teknologi KalimantanInstitut Teknologi KalimantanInstitut Teknologi KalimantanIn this thesis, the analysis of vehicles' determination of speed and volume in the traffic flow will be discussed by approach time. The analyzation of vehicles' speed and volume done by estimated on macroscopic term of traffic flow in the traffic jam with Extended Kalman Filter (EKF) method. The term of macroscopic views with measured the traffic variable by density the flow rate the flow rate of vehicle and also the vehicle speed's average. In the estimating process, forward difference scheme is implemented to the model and error are measured by Root Mean Square Error. The result showed that the estimation the average of the vehicle’s relative speed in a segment decreased when its volume of vehicle is increased and vice versa.https://journal.itk.ac.id/index.php/sjt/article/view/105
collection DOAJ
language English
format Article
sources DOAJ
author Febriana Prihatiningsih
Sigit Pancahayani
Subchan Subchan
spellingShingle Febriana Prihatiningsih
Sigit Pancahayani
Subchan Subchan
Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
Specta
author_facet Febriana Prihatiningsih
Sigit Pancahayani
Subchan Subchan
author_sort Febriana Prihatiningsih
title Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
title_short Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
title_full Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
title_fullStr Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
title_full_unstemmed Estimasi Kelajuan dan Volume Kendaraan Berdasarkan Model Makroskopik Arus Lalu Lintas Jalan Tol dengan Metode Extended Kalman Filter
title_sort estimasi kelajuan dan volume kendaraan berdasarkan model makroskopik arus lalu lintas jalan tol dengan metode extended kalman filter
publisher Institut Teknologi Kalimantan
series Specta
issn 2549-2713
2622-9099
publishDate 2019-11-01
description In this thesis, the analysis of vehicles' determination of speed and volume in the traffic flow will be discussed by approach time. The analyzation of vehicles' speed and volume done by estimated on macroscopic term of traffic flow in the traffic jam with Extended Kalman Filter (EKF) method. The term of macroscopic views with measured the traffic variable by density the flow rate the flow rate of vehicle and also the vehicle speed's average. In the estimating process, forward difference scheme is implemented to the model and error are measured by Root Mean Square Error. The result showed that the estimation the average of the vehicle’s relative speed in a segment decreased when its volume of vehicle is increased and vice versa.
url https://journal.itk.ac.id/index.php/sjt/article/view/105
work_keys_str_mv AT febrianaprihatiningsih estimasikelajuandanvolumekendaraanberdasarkanmodelmakroskopikaruslalulintasjalantoldenganmetodeextendedkalmanfilter
AT sigitpancahayani estimasikelajuandanvolumekendaraanberdasarkanmodelmakroskopikaruslalulintasjalantoldenganmetodeextendedkalmanfilter
AT subchansubchan estimasikelajuandanvolumekendaraanberdasarkanmodelmakroskopikaruslalulintasjalantoldenganmetodeextendedkalmanfilter
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