M2M - Mobile app and services: info, monitoring, analysis for safe driving
-
Upload
neos-sistemi-the-application-company -
Category
Automotive
-
view
729 -
download
1
description
Transcript of M2M - Mobile app and services: info, monitoring, analysis for safe driving
![Page 1: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/1.jpg)
M2M ProjectMobile app and services: info, monitoring, analysis for safe driving
![Page 2: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/2.jpg)
M2M – The project
![Page 3: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/3.jpg)
M2M – The project
• UE Italy program found: PON “Ricerca e Competitività 2007-2013”
• Admitted cost: 5.000.967 Euro• Start date: 1/7/2011• End date: 31/10/2013• Partners: University of Calabria (Chief), FIAT
Group Automobile S.p.A., NEOS Sistemi S.r.l.
![Page 4: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/4.jpg)
M2M – Aims
• Co-producing information on road safety• Reducing the environmental impacts and
optimize the road-vehicle interaction through shared behavioral strategies
• Testing and implementing advanced models for traffic management
• Optimizing the use of the vehicle through eco and safe driving strategies
![Page 5: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/5.jpg)
M2M – Main activities
• Research on GIS platforms for the development of integrated road safety
• Study of the main risk factors and risk chain design• Acquisition and analysis of data collected by vehicles (smartphone
devices), selection and validation of data set useful for prevention of road accidents
• Design and building of multi-profile and multi-purpose database • Mobile application design• Prototype implementation• Market analysis and strategies design on information widespread
technique• Legal assessment procedures related to information flow process
management• Test site analysis• Prototype’s experimentation and testing
![Page 6: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/6.jpg)
Platform overviewSERVER M2MWEB SERVER
Geo-DBMS
Portale M2M Web GIS
REST
![Page 7: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/7.jpg)
Dataset specificationDatabase layers
• Road routable network:• OSM (Open Street Map) source,• pgRouting (Routing engine);• Reports of car accidents;• Reports of road signs problems;• Reports of road pavement issues;• Not regulated road access;• Roadsides issues;• Reports of black points (Road safety
inspection).
![Page 8: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/8.jpg)
Use case applications• Professional Users:
• First Aid Users,• Law Enforcement Users,• Local Authorities;
• Non-professional users.
![Page 9: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/9.jpg)
Use case application (Web-GIS)
![Page 10: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/10.jpg)
App M2M
Attractiveness of the M2M App
In addition to the functionality provided by the objectives of the project, the application has a user-friendly interface and provides several functions for the display of their own tracks and statistics relating to their driving cycles.
![Page 11: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/11.jpg)
App M2M
Services provided by M2M App• Events reporting• Events on map displaying• Assisted driving• High customizable dashboard• Personal contents management
![Page 12: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/12.jpg)
App M2M
Events reportingEase of use thanks to a properly classified menu
![Page 13: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/13.jpg)
App M2M
Events reportingEvents reporting assumes:
• Adding description
• Capturing picture
• Geolocalizing event
• Uploading to server
![Page 14: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/14.jpg)
App M2M
Events on map displayingThe App can display events on the map and provide real time alerts related to the corrent position.
![Page 15: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/15.jpg)
App M2M
Assisted drivingThe service allows to identify the driving style through real time kinematic parameters acquiring (GPS source).
Extended dashboard for professional users
Simplified dashboard for non-professional users
![Page 16: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/16.jpg)
App M2M
Assisted drivingAcustic alerts related to critical scenarios ensure a safety drive behavior
![Page 17: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/17.jpg)
App M2M
Assisted drivingThe user can receive information about accidents and/or road surface anomalies
![Page 18: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/18.jpg)
App M2M
Assisted drivingThe application provides information about a Risk Index based on several factors.
![Page 19: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/19.jpg)
App M2M
Risk index is evaluated based on:
• Historical accidents data• Density of road accesses and/or road intersections• Road surface anomalies• Vertical signs anomalies• Horizontal signs anomalies• Safety barriers anomalies• Actual speed vs design, registered, average, 75% speed
![Page 20: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/20.jpg)
App M2MRisk Index
In order to consider the influence of each variable on the global level of risk, the following expression was used for the Risk Index calculation:
Where:• i is the class of event,• α is the weight assigned to each class of event, • x changes according to the number of occurrences of each type of event and it can assume the following values: 0.25 (first level), 0. 50 (second level), 1.0 (third level).
![Page 21: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/21.jpg)
App M2M
Risk Index The following classes of events were collected using two data
sources: Road surface anomalies and irregularities, Problems related to horizontal and vertical signals, Anomalies of roadsides and safety barriers.
Data sources• Road Safety Inspection;• Professional users events reportsThree levels of risk have been defined:
0 < RI≤0.3 0.3 <RI≤ 0.6 0.6 <RI≤ 1
RISK INDEX Low Medium High
![Page 22: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/22.jpg)
App M2MRisk IndexThe proposed methodology was validated through a pilot study on a road test-site in province of Crotone (Calabria, south Italy). The values of the Risk Index estimated for some particular road segments were compared to the qualitative analysis obtained by a Road Safety Inspection of the same test site.
![Page 23: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/23.jpg)
M2M software for PC
• M2m Software
![Page 24: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/24.jpg)
M2M software for PC
• The software allows to select the following options: TRACKING VISUALIZATION
![Page 25: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/25.jpg)
M2M software for PC
• The software allows to select the following options: DATA ANALYSIS
![Page 26: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/26.jpg)
M2M software for PC
• The software allows to select the following options: DATA VISUALIZATION
![Page 27: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/27.jpg)
M2M software for PC
• The software allows to select the following options: EXPORTING A DATA REPORT
![Page 28: M2M - Mobile app and services: info, monitoring, analysis for safe driving](https://reader034.fdocuments.us/reader034/viewer/2022051013/548d54ecb47959e20c8b6602/html5/thumbnails/28.jpg)
M2M software for PC
• The software allows to select the following options: VISUALIZATION OF STATISTIC ANALYSIS ON
DATA