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UAI-FI: using artificial intelligence for automatic passenger counting through Wi-Fi and GPS data
12 references·2 citing·45 second hop
UAI-FI: using artificial intelligence for automatic passenger counting through Wi-Fi and GPS data (2022)UAI-FI: using artificial intelligence for…iABACUS: A Wi-Fi-Based Automatic Bus Passenger Counting System (2020)iABACUS: A Wi-Fi-Based Automa…Estimating bus passenger volume based on a Wi-Fi scanner survey (2020)Estimating bus passenger volu…Classifying Passenger and Non-passenger Signals in Public Transportation by Analysing Mobile Device Wi-Fi Activity (2019)Classifying Passenger and Non…Bus passenger counts using Wi-Fi signals: some cautionary findings (2019)Bus passenger counts using Wi…An Intelligent Traffic Management System Based on the Wi-Fi and Bluetooth Sensing and Data Clustering (2018)An Intelligent Traffic Manage…Estimating Bus Loads and OD Flows Using Location-Stamped Farebox and Wi-Fi Signal Data (2017)Estimating Bus Loads and OD F…Counting public transport passenger using WiFi signatures of mobile devices (2017)Counting public transport pas…Use of Mobile Device Wireless Signals to Determine Transit Route-Level Passenger Origin–Destination Flows: Methodology and Empirical Evaluation (2016)Use of Mobile Device Wireless…Public transport occupancy estimation using WLAN probing (2016)Public transport occupancy es…Estimation of Origin and Destination Information from Bluetooth and Wi-Fi Sensing for Transit (2016)Estimation of Origin and Dest…How talkative is your mobile device? (2015)How talkative is your mobile …Measuring Bus Passenger Load by Monitoring Wi-Fi Transmissions from Mobile Devices (2014)Measuring Bus Passenger Load …Application of Spatial Data and Analysis for Bus Transportation Optimization and Planning: A State-of-the-Art Review (2026)Application of Spatial Data a…Bayesian Estimation of Passenger Boardings at Bus Stops Using Wi-Fi Probe Requests (2023)Bayesian Estimation of Passen…Reality mining: sensing complex social systems (2005)Mobility Detection Using Everyday GSM Traces (2006)Location-Aware Tools for Improving Public Transit Usability (2009)WiFi Scanner Technologies for Obtaining Travel Data about Circulator Bus Passengers: Case Study in Obuse, Nagano Prefecture, Japan (2018)A Field Study of Internet of Things-Based Solutions for Automatic Passenger Counting (2021)Multi-stage deep learning approaches to predict boarding behaviour of bus passengers (2021)Tracking unmodified smartphones using wi-fi monitors (2012)Signals from the crowd (2013)WiFiPi: Involuntary tracking of visitors at mass events (2013)Smartphone-Based Wi-Fi Analysis for Bus Passenger Counting (2024)Tracking Tourist Flows Through Wi-Fi Sensor Technology in Seville (2024)Estimating a Rail Passenger Trip Origin‐Destination Matrix Using Automatic Data Collection Systems (2007)Smart card data use in public transit: A literature review (2011)Transit smart card data mining for passenger origin information extraction (2012)Monitoring Public Transit Ridership Flow by Passively Sensing Wi-Fi and Bluetooth Mobile Devices (2020)WiFi Sensing System for Monitoring Public Transportation Ridership: A Case Study (2020)Deriving origin–destination data from a mobile phone network (2007)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Crowd Density Estimation for Public Transport Vehicles (2014)Bus OD matrix reconstruction based on clustering Wi-Fi probe data (2021)Bus Passenger Origin-Destination Estimation and Related Analyses Using Automated Data Collection Systems (2011)Validating travel behavior estimated from smartcard data (2014)Support vector machine and back propagation neutral network approaches for trip mode prediction using mobile phone data (2018)Estimation of walking patterns in a touristic area with Wi-Fi packet sensors (2021)Survey of Automated Fare Collection Solutions in Public Transportation (2022)Bus frequency determination using passenger count data (1984)A Method for Bus OD Matrix Estimation Using Multisource Data (2020)Estimating the route-level passenger demand profile from bus dwell times (2021)Using Wi-Fi probe requests from mobile phones to quantify the impact of pedestrian flows on retail turnover (2021)Analyzing Cell Phone Location Data for Urban Travel (2015)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Utilizing Wi-Fi Sensing and an Optimized Radius Algorithm to Count Passengers with Transfers to Enhance Bus Transit O-D Matrix (2022)A Machine Learning Approach to Estimate Public Transport Ridership Using Wi-Fi Data (2024)Understanding individual human mobility patterns (2008)A GPS/GIS method for travel mode detection in New York City (2011)A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems (2017)Origin–Destination Flow Estimation from Link Count Data Only (2020)Sensing Technologies for Crowd Management, Adaptation, and Information Dissemination in Public Transportation Systems: A Review (2022)Sustainable Urban Transport in the Developing World: Beyond Megacities (2015)Tracking Human Mobility Using WiFi Signals (2015)Integrating high-frequency data in a GIS environment for pedestrian congestion monitoring (2022)Overview of Wi-Fi-Based Automatic Passenger Counting Solutions in Public Urban Transport (2022)Empirical Study on the Accuracy and Precision of Automatic Passenger Counting in European Bus Services (2019)GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data (2022)
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References

  • 2015How talkative is your mobile device?140 cited
  • 2016Estimation of Origin and Destination Information from Bluetooth and Wi-Fi Sensing for Transit76 cited
  • 2020iABACUS: A Wi-Fi-Based Automatic Bus Passenger Counting System72 cited
  • 2017Counting public transport passenger using WiFi signatures of mobile devices60 cited
  • 2014Measuring Bus Passenger Load by Monitoring Wi-Fi Transmissions from Mobile Devices40 cited
  • 2016Public transport occupancy estimation using WLAN probing38 cited
  • 2017Estimating Bus Loads and OD Flows Using Location-Stamped Farebox and Wi-Fi Signal Data36 cited
  • 2016Use of Mobile Device Wireless Signals to Determine Transit Route-Level Passenger Origin–Destination Flows: Methodology and Empirical Evaluation31 cited
  • 2020Estimating bus passenger volume based on a Wi-Fi scanner survey29 cited
  • 2019Bus passenger counts using Wi-Fi signals: some cautionary findings18 cited
  • 2019Classifying Passenger and Non-passenger Signals in Public Transportation by Analysing Mobile Device Wi-Fi Activity17 cited
  • 2018An Intelligent Traffic Management System Based on the Wi-Fi and Bluetooth Sensing and Data Clustering9 cited

Cited by

  • 2023Bayesian Estimation of Passenger Boardings at Bus Stops Using Wi-Fi Probe Requests4 cited
  • 2026Application of Spatial Data and Analysis for Bus Transportation Optimization and Planning: A State-of-the-Art Review

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3 cited