Description
eBus – Geo Location Tracking System for Bus
Intelligent transportation systems include advanced traveler information systems, with travel time information being a significant component. Transit agencies have adopted Prediction Models to track their vehicles and predict travel time in real-time, which can improve the precision and reliability of the model. This, in turn, can attract more riders, reduce waiting times at bus stops, and increase passenger satisfaction, leading to the development of city public transportation. This paper presents a new approach to predicting public bus arrival time based on location. The analysis of bus arrival time components concludes that the bus arrival time and dwell time at previous stops are the primary input variables for the prediction model. Firstly, the algorithm of data interpolation and processing is designed to obtain real-time bus arrival as input variables for the prediction model. Secondly, a statistical model is obtained by filtering the location, bus route, and date for each bus individually. Thirdly, a hybrid prediction model is proposed to predict bus arrival time. The results show that the improved model outperforms the historical data-based model in terms of prediction accuracy. The eBus – Geo Location Tracking System for Bus is used in this study.
android project with source code for students
Software Requirements: –
Front End: HTML5, CSS3, Bootstrap
Back End: PHP, MYSQL
Control End: Angular Java Script
Android Tools:
IDE: Android Studio
Android Emulator
XAMPP 8.1 – 64 bit
PHP Tools:
XAMPP 8.1 – 64 bit
Existing System & Disadvantage
- Location of the bus is not known, thus we need to ask the bus information for respective persons.
- Long time waiting for the bus.
- Chances of missing bus.
PROPOSED SYSTEM & Advantages.
- We are expecting to find the location of the bus and let the users know the location.
- so that one can manage their time efficiently and reach their stop just before the bus arrives or take an alternate means of transport if they miss the bus or they are running late.
