DocumentCode
595766
Title
A smart transport application of cyber-physical systems: Road surface monitoring with mobile devices
Author
Syed, B. ; Pal, Arnab ; Srinivasarengan, Krishnan ; Balamuralidhar, P.
Author_Institution
Innovation Labs., Tata Consultancy Services Ltd., Kolkata, India
fYear
2012
fDate
18-21 Dec. 2012
Firstpage
8
Lastpage
12
Abstract
Cyber-Physical Systems (CPS) refer to systems that integrate physical processes with computation. Exhaustive characterization of such systems offers us insight in the way we interact with our surroundings. CPS can be modeled and simulated for performance (often real-time) using a model-based signature analysis, where models of physical processes, network and computing resources are integrated. Mobile CPS which have inherent mobility in the physical systems are increasingly popular e.g. smartphones, with wide range of applications given the computational power and memory resources along with host of assorted sensors like accelerometer, gyroscope, GPS etc. We present here one such application of CPS where we simulate the acceleration profiles for different type of cars and different road profiles. We then use the synthetic data generated to extract features for detection of anomalies in the road. Comparing the results with accelerometer data recorded on a mobile phone while actually driving on a road shows that the model can be used to test the features on different vehicles and road types which is always not feasible in real world due to limited resources.
Keywords
acceleration measurement; accelerometers; automobiles; condition monitoring; feature extraction; mobile handsets; roads; sensors; structural engineering computing; vibration measurement; accelerometer data; computational power; cyber-physical systems; feature extraction; memory resources; mobile CPS; mobile devices; model-based signature analysis; physical processes; road surface monitoring; smart transport application; Acceleration; Feature extraction; Monitoring; Roads; Sensors; Smart phones; Vehicles; Cyber-Physical Systems; monitoring; pothole detection; road; simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensing Technology (ICST), 2012 Sixth International Conference on
Conference_Location
Kolkata
ISSN
2156-8065
Print_ISBN
978-1-4673-2246-1
Type
conf
DOI
10.1109/ICSensT.2012.6461796
Filename
6461796
Link To Document