Intelligent Transportation Related Complex Systems and Sensors

doi:10.3390/books978-3-0365-0849-8

dc.contributor.editor	Kyamakya, Kyandoghere
dc.contributor.editor	Al-Machot, Fadi
dc.contributor.editor	Mosa, Ahmad Haj
dc.contributor.editor	Chedjou, Jean Chamberlain
dc.contributor.editor	Bagula, Antoine
dc.date.accessioned	2022-01-11T13:37:24Z
dc.date.available	2022-01-11T13:37:24Z
dc.date.issued	2021
dc.identifier	ONIX_20220111_9783036508481_361
dc.identifier.uri	https://directory.doabooks.org/handle/20.500.12854/76626
dc.description.abstract	Building around innovative services related to different modes of transport and traffic management, intelligent transport systems (ITS) are being widely adopted worldwide to improve the efficiency and safety of the transportation system. They enable users to be better informed and make safer, more coordinated, and smarter decisions on the use of transport networks. Current ITSs are complex systems, made up of several components/sub-systems characterized by time-dependent interactions among themselves. Some examples of these transportation-related complex systems include: road traffic sensors, autonomous/automated cars, smart cities, smart sensors, virtual sensors, traffic control systems, smart roads, logistics systems, smart mobility systems, and many others that are emerging from niche areas. The efficient operation of these complex systems requires: i) efficient solutions to the issues of sensors/actuators used to capture and control the physical parameters of these systems, as well as the quality of data collected from these systems; ii) tackling complexities using simulations and analytical modelling techniques; and iii) applying optimization techniques to improve the performance of these systems. It includes twenty-four papers, which cover scientific concepts, frameworks, architectures and various other ideas on analytics, trends and applications of transportation-related data.
dc.language	English
dc.subject.classification	thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues	en_US
dc.subject.other	image dehazing
dc.subject.other	traffic video dehazing
dc.subject.other	dark channel prior
dc.subject.other	spatial-temporal correlation
dc.subject.other	contrast enhancement
dc.subject.other	traffic signal control
dc.subject.other	game theory
dc.subject.other	decentralized control
dc.subject.other	large-scale network control
dc.subject.other	railway intrusion detection
dc.subject.other	scene segmentation
dc.subject.other	scene recognition
dc.subject.other	adaptive feature extractor
dc.subject.other	convolutional neural networks
dc.subject.other	in-cylinder pressure identification
dc.subject.other	speed iteration model
dc.subject.other	EKF
dc.subject.other	frequency modulation
dc.subject.other	amplitude modulation
dc.subject.other	sensor synchronization
dc.subject.other	microscopic traffic data
dc.subject.other	trajectory reconstruction
dc.subject.other	expectation maximization
dc.subject.other	vehicle matching
dc.subject.other	artificial neural networks
dc.subject.other	metro
dc.subject.other	transportation
dc.subject.other	user flow forecast
dc.subject.other	matrix inversion
dc.subject.other	time-varying matrix
dc.subject.other	noise problem in time-varying matrix inversion
dc.subject.other	recurrent neural network (RNN)
dc.subject.other	RNN-based solver
dc.subject.other	real-time fast computing
dc.subject.other	real-time estimation
dc.subject.other	probe vehicle
dc.subject.other	traffic density
dc.subject.other	neural network
dc.subject.other	level of market penetration rate
dc.subject.other	deep neural network
dc.subject.other	neural artistic extraction
dc.subject.other	objectification
dc.subject.other	ride comfort
dc.subject.other	subjective evaluation
dc.subject.other	road surface recognition
dc.subject.other	Gaussian background model
dc.subject.other	abnormal road surface
dc.subject.other	acceleration sensor
dc.subject.other	traffic state prediction
dc.subject.other	spatio-temporal traffic modeling
dc.subject.other	simulation
dc.subject.other	machine learning
dc.subject.other	hyper parameter optimization
dc.subject.other	ITS
dc.subject.other	crash risk modeling
dc.subject.other	hazardous materials
dc.subject.other	highway safety
dc.subject.other	operations research
dc.subject.other	prescriptive analytics
dc.subject.other	shortest path problem
dc.subject.other	trucking
dc.subject.other	vehicle routing problem
dc.subject.other	data visualization
dc.subject.other	descriptive analytics
dc.subject.other	predictive analytics
dc.subject.other	urban rail transit interior noise
dc.subject.other	smartphone sensing
dc.subject.other	XGBoost classifier
dc.subject.other	railway maintenance
dc.subject.other	vehicle trajectory prediction
dc.subject.other	license plate data
dc.subject.other	trip chain
dc.subject.other	turning state transit
dc.subject.other	route choice behavior
dc.subject.other	real world experiment
dc.subject.other	Intelligent Transportation Systems (ITS)
dc.subject.other	advanced traveler information systems (ATIS)
dc.subject.other	connected vehicles
dc.subject.other	particle filter
dc.subject.other	Kalman filter
dc.subject.other	road safety
dc.subject.other	travel time information system
dc.subject.other	safety performance function
dc.subject.other	bicycle sharing systems
dc.subject.other	public transport systems
dc.subject.other	data-driven classification of trips
dc.subject.other	BSS underlying network
dc.subject.other	trip index
dc.subject.other	automatic rail-surface-scratch recognition and computation
dc.subject.other	triangulation algorithm
dc.subject.other	complete closed mesh model
dc.subject.other	online rail-repair
dc.subject.other	autonomous vehicle
dc.subject.other	obstacle avoidance
dc.subject.other	artificial potential field
dc.subject.other	model predictive control
dc.subject.other	human-like
dc.subject.other	variable speed limits
dc.subject.other	intelligent transportation systems
dc.subject.other	ITS services
dc.subject.other	driving simulator studies
dc.subject.other	traffic modelling
dc.subject.other	surrogate safety measures
dc.subject.other	driving safety
dc.subject.other	driving emotions
dc.subject.other	driving stress
dc.subject.other	lifestyle
dc.subject.other	sensors
dc.subject.other	heart rate
dc.subject.other	plate scanning
dc.subject.other	low-cost sensor
dc.subject.other	sensor location problem
dc.subject.other	traffic flow estimation
dc.subject.other	n/a
dc.title	Intelligent Transportation Related Complex Systems and Sensors
dc.type	book
oapen.identifier.doi	10.3390/books978-3-0365-0849-8
oapen.relation.isPublishedBy	46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn	9783036508481
oapen.relation.isbn	9783036508498
oapen.pages	494
oapen.place.publication	Basel, Switzerland

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