{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Overview of crowdedness detection solution"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this unit, we present the system model of the proposed work. Further, we elaborate on the opportunistics sensing based approach for `automatic bus-stop detection` and `crowdedness detection`."
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## System Model\n",
"\n",
"Following figure presents the system model of the proposed work. It consists of four modules: bus module, learning module, server module, and commuter module. In the following, we describe the functionality of each of these module and associated sub-modules."
]
},
{
"attachments": {
"PMC_System_Model.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Bus Module:\n",
"Bus module is an application developed for the Android based smartphone to track the buses in real time. It fetches the location records and publishes it to the server module periodically using the publish-subscribe mechanism based [Message Queuing Telemetry Transport (MQTT) protocol](http://www.mqtt.org/).\n",
"\n",
"The format of the location records is as follows:\n",
"```python\n",
"Location Record = {'Latitude': 23.154383,\n",
" 'Longitude': 72.6677121,\n",
" 'GPSIndex': 100,\n",
" 'Time': 1541163887000.0,\n",
" 'Speed': 4.770268440246582,\n",
" 'Accuracy': 4.699999809265137\n",
" }\n",
"```\n",
"where \n",
"`Latitude, Longitude` are the location coordinates, \n",
"`GPSIndex` is the index of the GPS Record. It varies from *0 to the length of record-1*, \n",
"`Time` is the [epoch](https://en.wikipedia.org/wiki/Unix_time) time corresponding to the location record update.\n",
"\n",
"On server side, the GPS records are processed to detect the stoppages on the routes. Further, the real-time records are also processed for arrival time prediction. (please refer [1,2] for more details)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Learning Module\n",
"Learning module is an Android application developed to train the classifiers to be used for crowdsourcing commuters' data. The application is installed in the data collection volunteers' smartphone. It records the GPS traces and accelerometer data for the entire trip, including the bus-boarding and alighting events. \n",
"\n",
"Data collection volunteers were asked to use the learning module during their journey, and records for luxury bus, mini-distance bus, car, and motor bike were collected. During the trips, no restrictions related to phone placement were imposed on data collection volunteers. However, we asked the data volunteers to mark the phone placement at the end of their trip. The recorded trip data is sent to the server module using bulk data transfer in an off-line mode.\n",
"\n",
"Aforementioned, the data from learning module compries of the GPS records and accelerometer records. The format of the GPS record is similar to that of the GPS record obtained from the bus module. Further, the format of the accelerometer data obtained from the learning module is as follows:\n",
"\n",
"```python\n",
"AccelerometerRecord = {'Time': 1541163789631.0,\n",
" 'Ax': -0.4213795,\n",
" 'Ay': 3.6296098,\n",
" 'Az': 8.90643,\n",
" 'GPSIndex': 1,\n",
" 'AcclIndex': 92}\n",
"```\n",
"\n",
"Here, the `Time` is the epoch time corressponding to the accelerometer record, `Ax, Ay, and Az` are the accelerometer reading in the X, Y and Z axis. Further `GPSIndex` is the record index used to sync the GPS and accelerometer records and `AcclIndex` is the index of the accelerometer records. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Server Module:\n",
"Server module is the central part of the system. It receives the real time location update from the bus module, recorded trip data from the learning module, and crowdsourced data from the commuter module. It has several sub-modules that process these data. The server module then publishes the processed data to the subscribed commuter clients. In the following, we list these sub-modules:\n",
"\n",
"- Publish-subscribe broker: The publish-subscribe mechanism based [MQTT broker](https://mosquitto.org/) coordinates the communication among all the modules. \n",
"- Database: The server module stores the received information from the other modules into the database. It also stores the computed information of crowdedness detected inside the bus for different routes and the feeder bus schedule based on the crowdedness on various routes. The database is implemented using [MongoDB](https://www.mongodb.com/) database.\n",
"- Model learning and validation: The stepping detector, transport mode classifier, and commuter activity classifier are used to opportunistically sense the condition for crowdedness detection (more details in subsection. These classifiers are trained and validated using the feature-set computed from the recorded trip data of the learning module. The learned model is then published to the commuter module using the MQTT protocol.\n",
"- Crowdedness detector: It uses the reported changes in the commuter state to compute the crowdedness on the route. The commuter states are mapped to the bus-stops on the route. Further, it uses the commuter state between the pair of bus-stops for crowdedness detection.\n",
"- Feeder bus scheduler: It uses the crowdedness information of various routes to schedule the feeder bus that would travel through the crowded segments of the route before the main bus. This would offload the crowd from the main bus. We aim to schedule the feeder bus such that it could travel through maximum crowded segments of different routes if the main bus schedule permits it."
]
},
{
"attachments": {
"DBSCAN_Algo.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Automatic Bus-stop detection\n",
"The automatic bus-stop detector uses the `amalgamation of GPS records of bus module and crowdsourced commuters' record`. The Density-Based Spatial Clustering of Applications with Noise (DBSCAN) [3] is applied on the GPS records to detect the probable bus-stops on the route. Furhter, the list of bus-stops is upgraded based on the bus boarding locations of commuters.\n",
"\n",
"### DBSCAN algorithm for stoppage detection\n",
"#### Introduction\n",
"Server module applies the data cleaning procedure on the GPS data of bus module to tackle with `GPS outage`. Further, the filtered data are applied to DBSCAN algorithm for `stopagge detection`. DBSCAN algorithm can detect the clusters of arbitary shapes. \n",
"\n",
"\n",
"\n",
"#### Steps to find the cluster in a data-set\n",
"\n",
"1. Find the points in the **{$\\varepsilon$} (eps)** neighborhood of every point\n",
"2. Mark core points if more than **minPts** \n",
"3. Identify connected neighbor points with the core points\n",
"4. If the point is not in the neighborhood of core point mark it as a noise\n",
"5. Repeat step 1-4 for unvisited data point\n",
"\n",
"#### Stoppage detection\n",
"\n",
"A bus follows a `stop-and-go` pattern during its trip. When a bus is in motion, the periodic location records published by bus module are separated from one another by a certain distance. When a bus is stopped at a bus-stop or any other location (due to congestion or red signal at a junction), the location records are clustered together. In the following, the heuristics for bus-stop detection is presented.\n",
"\n",
"##### Heuristics for bus-stop detection\n",
"- The clusters smaller than 15 data-points are marked as `speedbreak` or `bump`. This clusters corresponds to slow movement of bus.\n",
"- The remaining stoppages are due to the stoppage at the bus-stop, intersection or traffic jam.\n",
"- The DBSCAN based bus-stop detector marks the recurrent stops in different trips as the `bus-stop`\n",
"\n",
"##### Limitation of DBSCAN based bus-stop detection\n",
"- This approach detect the *recurrent* stoppages at the congested road segments and intersection.\n",
"\n",
"\n",
"### Crowdsourced commuters' record for bus-stop detection\n",
"\n",
"We observe that the bus-stop is the location where the commuters board a bus. By using the smartphone sensors opportunistically, the commuter module can be used for `bus-boarding event detection`. The data from GPS and accelerometer sensor of the commuter module are used for detection.\n",
"\n",
"#### Discussion of possible approaches:"
]
},
{
"attachments": {
"CM.png": {
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Commuter Module\n",
"Commuter module is an Android application developed for displaying the arrival time of the buses for the route of the interest to the commuter. The commuter module application subscribes to the route of the interest. Subsequently, it receives the arrival status and arrival time prediction on the subscribed route from the server module. The communication between the commuter module and the server module is based on the MQTT protocol.\n",
"\n",
"Following figure \\ref{figCommuterModuleApp} shows the user interface of the commuter module application. At the start of the application, it fetches the bus operating routes (see fig-(a)). The commuter can select the route of his/her interest. On selecting the route, the commuter module application fetches the bus-stops on the route and displays it on the screen (see fig-(b)). If the commuter wants to get the arrival status and arrival time prediction for the selected route, he/she may subscribe to the route by clicking `Subscribe a route`. On subscribing for a route, the commuter module fetches the arrival status of the ongoing bus trips. The commuter can also get the prediction for any ongoing trip (see fig-(d)}) by clicking the `hyperlinked` arrival status (see fig-(c)). The commuter module application is extended to crowdsource commuter's data for crowdedness detection in an `opportunistic manner`.\n",
"\n",
""
]
},
{
"attachments": {
"OpportunisticSensing.png": {
"image/png": 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"
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"# Opportunistic sensing of commuters' data\n",
"\n",
"\n",
"\n",
"## Stepping detector\n",
"**Activation**: When commuter queries for a bus by subscribing a route, a background service in the commuter module is invoked that fetches the current location of the commuter and compares it with the list of the bus-stops on the subscribed route. If the current location of the commuter is in the vicinity of one of the bus-stop, it is likely that the commuter is waiting for the bus. In this case, the commuter module activates the stepping detector. \n",
"\n",
"**Functionality**: The stepping detector is used for identifying bus-boarding event. The intuition of using the stepping detector is that the commuter will take some steps to board the bus. The stepping detector remains activated til the commuter is found in the vicinity of one of the bus-stops. If the commuter module finds that commuter is no longer in the vicinity of the bus-stop, it stops the background service. \n",
"\n",
"## Transport mode classifier\n",
"**Activation** If the commuter module detects the stepping event, it fetches the GPS speed of the commuter to identify the mobility. In case the speed of commuter is higher than normal walking speed [4], it activates the transport mode classifier.\n",
"\n",
"**Functionality** The commuter module can detect that the commuter is traveling using the stepping detector and movement speed of the commuter. Even though the commuter might be querying for the bus, he/she might have taken another mode of commute. The transport mode classifier identifies the mode of commute for accurate bus-boarding event detection. If the commuter module detects that the commuter is not in the bus, it closes the service to stop sensing the commuter data.\n",
"\n",
"## Commuter activity classifier\n",
"**Activation** The commuter activity classifier is activated if the commuter module detects that the commuter is inside the bus using the transport mode classifier.\n",
"\n",
"**Functionality** The commuter activity classifier identifies whether the commuter got a seat during his/her journey or not by classifying the commuter as sitting or standing. Additionally, the commuter module uses the accelerometer data to detect whether the commuter has left the bus or not. If the commuter module detects that the commuter has left the bus, it publishes the commuter state during his/her journey along with the bus-boarding and alighting information to the server module using MQTT protocol. In the following, we describe the procedure used for identifying, recording, and publishing the commuter state during his/her journey."
]
},
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"source": [
"# Reference\n",
"1. P. Rajput, M. Chaturvedi, P. Patel, Advanced urban public transportation system for Indian scenarios, in: ACM Int. Conf. Proceeding Ser., ICDCN ’19, Association for Computing Machinery, 2019, pp. 327–336.\n",
"2. P. Rajput, M. Chaturvedi, Automatic detection of bus-stops and bus-crowdedness using crowdsourced data, in: 2019 IEEE Intell. Transp. Syst. Conf., ITSC 2019, 2019, pp. 740–745.\n",
"3. Martin Ester, Hans-Peter Kriegel, Jorg Sander, and Xiaowei Xu. August, 1996. A density-based algorithm for discovering clusters a density-based algorithm for discovering clusters in large spatial databases with noise. 2nd ACM conf. on Int. Conf. on Knowledge Discovery and Data Mining (KDD) (August, 1996), 226–231.\n",
"4. R.W. Bohannon, Comfortable and maximum walking speed of adults aged 20-79 years: Reference values and determinants, Age Age. 26 (1)(1997) 15–19."
]
}
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