Designing an Intelligent Real-Time Public Transportation Monitoring System Based on IoT

Salih, Thair A.; Younis, Noor K.

doi:10.4236/oalib.1107985

Cited by 10 publications

(5 citation statements)

References 13 publications

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“…Using VisualC++ to simulate the system prototype on the Windows2010 platform, verify the validity of the system. The vocal signals of three different locations in a monitoring area collected by the system sound sensor are shown in Figures 4-6 [24]. It can be seen from the figure that the curve of the vocal signal collected by the system is smooth, there is no burr, and no signal interruption occurs, indicating that the system is running stably and the sound quality of the collected vocal signal is good [25].…”

Section: Results Analysismentioning

confidence: 97%

Design of the Vocal Music Feature Recognition System Based on the Internet of Things Technology

Huang¹

2022

Journal of Sensors

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In order to meet the needs of vocal feature recognition, the author proposes a system design based on the Internet of things technology. The principle of the method is that the body sensory layer of the body puts the sound sensors in different positions, records the primary sound signal, and monitors and makes the sound signal using the TMS320VC5402 light red processor. The network transport layer audio signal processes and sends the voice signal database in the process layer. The sound characteristic analysis module in the application layer uses a real-time dynamic change algorithm to obtain the best similarity between the experimental model and the design, identify the characteristics of the sound set red, and identify the content of the voice feature, the music, and the emotional results of the song. Experiments have shown that the system is capable of recognizing speech in a noisy environment, with an accuracy of approximately 95%, resulting in better sound control and the ability to switch switches and remote control. The system, developed with the Internet of things technology, has been proven to improve voice recognition.

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Section: Results Analysismentioning

confidence: 97%

Design of the Vocal Music Feature Recognition System Based on the Internet of Things Technology

Huang¹

2022

Journal of Sensors

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“…However, the model was not implemented for predicting low-speed regions and urban areas. The study in [124] centered on designing an intelligent real-time public transportation monitoring system based on IoT. The study aimed at designing a system that reduces passengers' waiting time.…”

Section: Systematic Analysis Of the Application Of 4ir Technologies I...mentioning

confidence: 99%

4IR Applications in the Transport Industry: Systematic Review of the State of the Art with Respect to Data Collection and Processing Mechanisms

Ajayi,

Kurien,

Djouani

et al. 2024

Preprint

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Transportation systems through the ages have seen drastic evolutions in terms of transportation methods, speed of transport, infrastructure, technology, connectivity, influence on the environment, and accessibility. The massive transformation seen in the transportation sector has been fueled by the industrial revolutions which have continued expansion and progress into the fourth industrial revolution. However, the methodologies of data collection and processing used by the many drivers of this progress differ. The significance of standardized data and its mode of collection cannot be overstated as it has a major impact on the process outcomes. In order to achieve a better understanding of the impact of this, this study methodically reviewed the literature on the subject of the data collection and processing mechanism of 4IR technologies in the context of the transport industry with an emphasis on the areas of accomplishment of several studies and drawing attention to their limitations. Although the industry has advanced significantly as a result of the adoption and application of various research studies in this field, considerable focus needs to be placed in the areas of standardized data collection and computational approaches, which will ultimately assist in achieving various benefits in the transportation industry.

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“…In the research work of Thair [17], a mobile application was proposed to help users to find public transportation and arrival times. This system provides information to determine the nearest buses to a user, the real-time location of buses on a Google map to help passengers track buses in real time, the arrival time of buses, and the speed of the buses.…”

Section: Related Workmentioning

confidence: 99%

A Smart Information System for Passengers of Urban Transport Based on IoT

et al. 2022

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Several developed countries have implemented smart systems for public transport that provide mobility services for citizens. Most of these systems use special infrastructures to determine the location of citizens and public buses. However, the implementation of these systems does not take into account the poor infrastructure of developing countries. In Mexico, Urban Passenger Transport has insufficient transport units to meet the demand of passengers who move throughout the day, and these do not consider hardware infrastructure. Our solution is focused on inexpensive devices that are accessible to citizens, such as mobile phones. In this research work, a smart information system for passengers of urban transport is presented that allows passengers to know the expected arrival times and also to know the availability of seats on the bus that is heading towards their position. The solution was evaluated with real routes, and the results are promising for a pilot project to be put in practice.

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Designing an Intelligent Real-Time Public Transportation Monitoring System Based on IoT

Cited by 10 publications

References 13 publications

Design of the Vocal Music Feature Recognition System Based on the Internet of Things Technology

Design of the Vocal Music Feature Recognition System Based on the Internet of Things Technology

4IR Applications in the Transport Industry: Systematic Review of the State of the Art with Respect to Data Collection and Processing Mechanisms

A Smart Information System for Passengers of Urban Transport Based on IoT

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