Traffic control strategy for adaptive signal controller based on reinforcement learning and local communication channel

QR Code

Traffic control strategy for adaptive signal controller based on reinforcement learning and local communication channel

This research study is in the field of deep reinforcement learning (DRL) adaptive controllers. The developed DRL controller is an off-policy, model-free agent based on the Q-learning algorithm. The research aims to address several issues found in the existing DRL work direction. Issues related to th...

Full description

Bibliographic Details
Main Author:	Muaid, Abdulkareem Alnazir Ahmed
Format:	Final Year Project / Dissertation / Thesis
Published:	2023
Subjects:	TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utar.edu.my/6239/ http://eprints.utar.edu.my/6239/1/MUAID_ABDULKAREEM_ALNAZIR_AHMED.pdf

Similar Items

Quantification of Bus Accident on Rural Roadways
by: Alnazir Ahmed, Muaid Abdulkareem
Published: (2017)

Determination of the Measurement of Un-signalized Intersection Elasticity for a Traffic Control System
by: Zhang, Hui, et al.
Published: (2014)

Application of LVQ neural network in real–time adaptive traffic signal control
by: Priyono, Agus, et al.
Published: (2005)

Application Of Lvq Neural Network In Real-Time Adaptive Traffic Signal Control
by: Priyono, Agus, et al.
Published: (2005)

Traffic signal control based on adaptive neural-fuzzy inference system applied to intersection
by: Che Soh, Azura, et al.
Published: (2011)

Adaptive power control for terrestrial microwave communication link in tropical region
by: Abdul Rahman, Tharek, et al.
Published: (2001)

Development of Traffic Signal Model for an Intersection
by: Choo, Li Rong
Published: (2015)

Development of traffic light control system using programmable logic controller
by: Ahmad, Azrulnor
Published: (2007)

Traffic light sequencing - an element of adaptability
by: Khan, Sheroz, et al.
Published: (2011)

Received signal statistics in ds-cdma channels with flat rayleigh fading and fast closed-loop power control
by: Sim, Moh Lim, et al.
Published: (2003)

FPGA control of quantum channel security
by: Al-Khateeb, Khalid A. Saeed, et al.
Published: (2011)

Platoon dispersion downstream of traffic signal
by: Mashros, Nordiana
Published: (2007)

Cascade control strategy on servo pneumatic system with fuzzy self-adaptive system
by: Addie Irawan, Hashim, et al.
Published: (2020)

Adaptive optimal kernel smooth-windowed wigner-ville distribution for digital communication signal
by: Tan, J. L., et al.
Published: (2008)

Dynamic communication performance of TTN with uniform and non-uniform traffic patterns using virtual cut-through flow control
by: Faisal, Faiz Al, et al.
Published: (2014)

Design of intelligent traffic controlling system using RF transponder
by: Ramalingam, Mritha, et al.
Published: (2018)

Dynamic communication performance of STTN under various traffic patterns using virtual cut-through flow control
by: Faisal, Faiz Al, et al.
Published: (2014)

An integrated model to control traffic lights : controlling of traffic lights in multiple intersections using fuzzy logic and genetic algorithm
by: Khaled Abdul Rahman, Jomaa, et al.
Published: (2017)

Adaptive PID controller using for speed control of the BLDC motor
by: Mahmud, Md, et al.
Published: (2020)

Adaptive Model-Free Control And Localization For Single-Agent And Multi-Agent Nonlinear Dynamic Systems
by: Safaei, Ali
Published: (2019)

Uniform traffic patterns using virtual cut-through flow control on VMMN
by: Yahya Hag, Ala Ahmed, et al.
Published: (2015)

Hybrid fuzzy adaptive control strategies on double acting pneumatic cylinder rod-piston positioning
by: Mohd Iskandar Putra, Azahar
Published: (2020)

Design and implementation of an intelligent fuzzy VLSI chip for traffic control application
by: Islam, , Shabiu, et al.
Published: (2006)

Adaptive Speed Control for Autonomous Mobile Robot using Fuzzy Logic Controller
by: Hamzah, Ahmad, et al.
Published: (2012)

Direct model reference adaptive control of coupled tank liquid level control system
by: Mahyuddin, Muhammad Nasiruddin
Published: (2005)

Adaptive impedance control for unknown non-flat environment
by: Zainul Azlan, Norsinnira, et al.
Published: (2013)

Rule-based fuzzy logic controller with adaptable reference
by: Khan, Sheroz, et al.
Published: (2008)

Channel identification of concatenated fiber-wireless uplink using ternary signals
by: Ng, Yin Hoe, et al.
Published: (2011)

An electrooculugram signal acquisition for wheelchair motion control
by: Ahmad, Salmiah, et al.
Published: (2011)

Game theoretic approach for channel assignment and power control with no-internal-regret learning in wireless ad hoc networks
by: Tan, Chee Keong, et al.
Published: (2008)

Seismic performance analysis of Kuala Lumpur air traffic control tower by friction damper
by: Ong, Peng Pheng
Published: (2009)

Development of FPGA based smart traffic light controller system with image processing
by: Tan, Keng Shuen
Published: (2019)

Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
by: Boby, Rounaqul Islam, et al.
Published: (2014)

Load frequency control using adaptive and fuzzy based controller for hybrid micro-grid system
by: Mahdi, Mazin Mustafa
Published: (2018)

Fuzzy adaptive blind equalizer using extended Kalman filter based adaptation algorithm for powerline channel
by: Wong, Wai Kit, et al.
Published: (2006)

Adaptive speed estimation of induction motor based on neural network inverse control
by: Aryza, Solly, et al.
Published: (2011)

Observer based feedback control strategies for collaborative robots
by: M.N., Karsiti, et al.
Published: (2007)

Impacts of bus only lanes on signalized intersection under heterogeneous traffic conditions
by: Muhammad Hamza, Azam, et al.
Published: (2023)

Uplink channel power control improvement in DS-CDMA system using channel predictions
by: A. Othman, Ibtesam
Published: (2013)

An extended Kalman filter based fuzzy adaptive equalizer for powerline channel
by: Wong, , WK, et al.
Published: (2005)