NDLI: Adaptive network-based fuzzy inference model on CPS for large scale intelligent and cooperative surveillance

Content Provider	Springer Nature Link
Author	Jeong, Young Sik Park, Jong Hyuk
Copyright Year	2013
Abstract	This paper proposes Cyber-Physical System (CPS) architectures for Large Scale Intelligent and Cooperative Surveillance (ICS) and presents an Adaptive Network-based Fuzzy Inference Model (ANFIM) for reducing the false accident-event report rates of Controller Manager (CM) systems among CPS components. In ICS, sensor nodes detect traffic accident events from general roads and crossroads and transmit event attribute values (car and accident types), time attribute values (date, month, day, year), environmental variable values (weather, temperature, luminous intensity, humidity and sound), and accident event videos to the Controller through WSN mesh networks. Using these pieces of information, the Controller conducts image processing and delivers all sensing data to the CM together with accident-event probability values. The CM conducts data filtering with multi regression analysis utilizing the past accident event database. Centering on the resultant values obtained through the foregoing process, this paper proposes a mathematical model for influence analysis of environmental variables that affect accident events. Based on the model’s results, the authors establish a Sugeno Type fuzzy rule base for reducing false accident-event report rates to propose an ANFIM.
Starting Page	977
Ending Page	992
Page Count	16
File Format	PDF
ISSN	0010485X
Journal	Computing
Volume Number	95
Issue Number	10-11
e-ISSN	14365057
Language	English
Publisher	Springer Vienna
Publisher Date	2013-04-11
Publisher Place	Vienna
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Fuzzy inference Cyber physical system Large scale system surveillance Computer Science Information Systems Applications (incl. Internet) Computer Communication Networks Software Engineering Artificial Intelligence (incl. Robotics) Computer Application in Administrative Data Processing
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Computational Theory and Mathematics Computational Mathematics Numerical Analysis Computer Science Applications Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Multi-cyber framework for availability enhancement of cyber physical systems

Internet visualization

Adaptive Predictor for Lossless Image Compression

An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines

A coordinated view of the temporal evolution of large-scale Internet events

Influenza surveillance and forecast with smartphone sensors

CPS: a dynamic and distributed pricing policy in cyber foraging systems for fixed state cloudlets

Sustainable mobile computing

From Methods to Images

Adaptive network-based fuzzy inference model on CPS for large scale intelligent and cooperative surveillance

Similar Documents

Multi-cyber framework for availability enhancement of cyber physical systems

Internet visualization

Adaptive Predictor for Lossless Image Compression

An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines

A coordinated view of the temporal evolution of large-scale Internet events

Influenza surveillance and forecast with smartphone sensors

CPS: a dynamic and distributed pricing policy in cyber foraging systems for fixed state cloudlets

Sustainable mobile computing

From Methods to Images

Adaptive network-based fuzzy inference model on CPS for large scale intelligent and cooperative surveillance