The effect of information uncertainty in road transportation systems

Litescu, Sorina Costache; Viswanathan, V.; Aydt, Heiko; Knoll, Alois

doi:10.1016/j.jocs.2016.04.017

Cited by 17 publications

(8 citation statements)

References 28 publications

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“…Due to advancements in Intelligent Transportation Systems which commuters simultaneously invested as real-time traffic recommendations consumer and data provider, Litescu et al [60] investigated the effect of various type of inaccuracy in transportation. He acquired interesting observation: for data collection tiny fraction (< 20%) of the traffic participants is sufficient, and a massive number of participants drop performance, yet noise can compensate for this defect.…”

Section: Wireless Sensor Network (Wsn)mentioning

confidence: 99%

Trust-based recommendation systems in Internet of Things: a systematic literature review

Mohammadi

Rahmani

Darwesh

et al. 2019

Hum. Cent. Comput. Inf. Sci.

123

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During the past decades, in the era of wireless communications and embedded system, the concept of the Internet of Things (IoT) was first presented by Kevin Ashton in the year 1999 [1]. Along with the tremendous growth in the number of sensing devices connected to the Internet, we were a witness of emerging IoT into healthcare, transportation system, smart cities, agriculture, and other enterprises. The IoT benefits cooperation of diverse computing systems such as sensors and smart devices to cloud computers. On the other side, the internet and mobile communication facilitate the spatiotemporal connection between distant people with common experience and values. More recently, technological evolution is introduced by intelligent sensor devices installed in the physical and virtual realm of IoT to act as or on behalf of human beings: the virtual robots [2]. This creates the possibility for physical objects present in a self-organized manner without a central administration and leads to meaningful human-machine interaction in IoT scenario [3].

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Section: Wireless Sensor Network (Wsn)mentioning

confidence: 99%

Trust-based recommendation systems in Internet of Things: a systematic literature review

Mohammadi

Rahmani

Darwesh

et al. 2019

Hum. Cent. Comput. Inf. Sci.

123

View full text Add to dashboard Cite

show abstract

“…The argument for such a conclusion derives directly from the analysis of complex systems of different physical nature that, despite the difference, have a common featurethe existence of a significant uncertainty in the optimized parameters. This is especially true of energy supply systems [16][17][18][19], industrial sites [20,21], as well as transport and communication systems [22]. For example, in [16], it is postulated that the state evaluation (SE) in the electric power system includes uncertainties associated with the presence of random errors in measuring the parameters, structural inaccuracies in the transmission lines, etc.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…Addressing the assessment of transport systems, the authors of [22] find the problem solution in implementing the concept of intelligent transport systems (ITS). Such systems include navigation devices and motion sensors that allow the system elements both to access information in real time and to form a feedback loop.…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…The difference between entropies (22) and (13) shows that if there is some inner uncertainty the entropy of perturbations (noise) at the output of the parametric system with the excited parametric vector of the adaptive control exceeds the same indicator of the quality of an unperturbed system by the value of…”

Section: Using An Integral Indicator For Evaluating Information Camentioning

confidence: 99%

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Synthesis of integral quality index of parametric system state in conditions of situational uncertainty

Skachkov¹,

Chepkyi²,

Волков

et al. 2016

EEJET

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“…Ben-Elia et al [20], Popovič and Habjan [21], and Litescu et al [22] explored the influence of information considering information quality. Besides, Ben-Elia and Shiftan [23] and Levinson [24] investigated the route choice problems.…”

Section: Introductionmentioning

confidence: 99%

The Effect of Connected Vehicle Environment on Global Travel Efficiency and Its Optimal Penetration Rate

Dai

Ding

et al. 2017

Journal of Advanced Transportation

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The effect of connected vehicle environment on the transportation systems and the relationship between the penetration rate of connected vehicle and its efficiency are investigated in this study. An example based on the classical two-route network is adopted in this study, in which the drivers consist of two types: informed and uninformed. The advantages and disadvantages of the connected vehicle environment are analyzed, and the concentration phenomenon is proposed and found to be mitigated when only a fraction of drivers are informed. The simulation tool embodying the characteristics of the connected vehicle environment is developed using the multiagent technology. Finally, different scenarios are simulated, such as the zero-information environment, the fullinformation environment, and the connected vehicle environment with various penetration rates. Moreover, simulation results of the global performance of the transportation system are compared. The results show that the connected vehicle environment can efficiently improve the performance of the transportation system, while the adverse effects due to concentration rise out from the excessive informed drivers. An optimal penetration rate of the connected vehicles is found to characterize the best performance of the system. These findings can aid in understanding the effect of the connected vehicle environment on the transportation system.

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The effect of information uncertainty in road transportation systems

Cited by 17 publications

References 28 publications

Trust-based recommendation systems in Internet of Things: a systematic literature review

Trust-based recommendation systems in Internet of Things: a systematic literature review

Synthesis of integral quality index of parametric system state in conditions of situational uncertainty

The Effect of Connected Vehicle Environment on Global Travel Efficiency and Its Optimal Penetration Rate

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