Vehicular CPS: an application of IoT in vehicular networks

Size: px
Start display at page:

Download "Vehicular CPS: an application of IoT in vehicular networks"

Transcription

1 Journal of Computer Applications,2012,32( 4) : ISSN CODEN JYIIDU http: / /www. joca. cn doi /SP. J *, (, ) ( * yanglet@ sjtu. edu. cn) TN A Vehicular CPS: an application of IoT in vehicular networks LIU Xiao-yang *, WU Min-you ( Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai , China) Abstract: This paper discussed the connotation and extension of two hot concepts, namely, " The Internet of Things ( IoT) " and " vehicular CPS ( Cyber Physical System ) ". By analyzing their courses of development, history and interrelationship, and comparing their applications in daily life, the authors are in favor that vehicular CPS can be regarded as an application of IoT in vehicular networks. Furthermore, the authors look into the bright future of services and applications resulting from vehicular CPS. With this in mind, the authors discussed the key technologies of implementing vehicular CPS and introduced an initiative. The authors also discussed in detail the academic research at home and abroad in the area of the Internet of Things and vehicular CPS. Key words: vehicular Cyber Physical System ( CPS) ; Internet of Things ( IoT) ; networking the intelligent transportation system Radio Frequency IDentification RFID CCF IEEE

2 WiFi RFID 1 TIG MIT CarTel 6 3 Cabspotting 2006 GPS IBM % ITU IoT IBM CEO GPS On Star 1 RFID RFID 2 3 Intelligent Transport System ITS G 4 4 IBM 4 8 Cyber Physical System CPS NSF G-Book CPS RFID IBM 1

3 RFID RFID IT 9 RFID RFID 1 Ad Hoc / ID 2 / CPS 5 1 DSRC VPS DSRC Dedicated Short Range Communication VPS Vehicle Positioning System DSRC VPS GPS + GSM RFID RFID

4 4 903 Liu GPS RFID NMA 2 Delay Tolerant Network DTN 11 DTN BSN Body Sensor Network GPS DTN Tandem SUVnet Shanghai Urban Vehicular Network Tandem DEAR 2 19 BLER 12 3 DTN Lee 20 DTN DMC RFID GPS 4 3 GPS ONS Object Naming Service 22 DNS ONS IBM 13 ONS ONS ONS ONS 5 MONS Multipolarity for the ONS ONS ONS 4 ONS RFID EPCIS EPCIS 26 EPCIS 5 Rellermeyer 15 OSGi BUG BUG 5. 2 Lin 30 1 GPS EMA 21 SUVnet GPS Li

5 International Conference on The Internet of Things. Berlin: Springer-Verlag, 2008: [16] LI XU, LI MING-LU, SHU WEI, et al. A practical map-matching algorithm for GPS-based vehicular networks in Shanghai urban area [C] / / IET Conference on Wireless, Mobile and Sensor Networks, [S. l. ]: IEEE,2007: [17] HUANG HONG-YU, LUO PEI-EN, LI MING-LU, et al. Performance evaluation of SUVnet with real-time traffic data [ J]. IEEE Transactions on Vehicular Technology, 2007,56( 6) : [18] LUO PEI-EN, HUANG HONG-YU, SHU WEI, et al. Performance evaluation of vehicular DTN routing under realistic mobility models [C] / / Wireless Communications and Networking Conference. [S. l. ]: IEEE, 2008: [19] SEDE M, LI XU, LI DA, et al. Routing in large-scale buses Ad Hoc networks [C]. Wireless Communications and Networking Conference. [S. l. ]: IEEE,2008: [20] LEE K, YI Y, JEONG J, et al. Max-contribution: On optimal resource allocation in delay tolerant networks [C] / / INFOCOM'10: [1],. : CPS? Proceedings of the 29th Conference on Information Communications. [J]., 2010, 6( 4) : Piscataway: IEEE Press, 2010: 1-9. [2],,. [J]. [21] LI XU, SHU WEI, LI MING-LU, et al. Performance evaluation of, 2009, 15( 5) : vehicle-based mobile sensor networks for traffic monitoring [ EB / [3] ITU Internet Reports 2005: The Internet of Things [R]. Geneva, OL]. [ ]. http: / /wiki. epfl. ch /lca2 /documents /papers / traffic% 20monitoring. pdf. Switzerland: ITU, [4] FISCHETTI M. Predictive modeling warns drivers one hour before [22] ZHU HONG-ZI, ZHU YAN-MIN, LI MING-LU. SEER: Metropolitan-scale traffic perception based on lossy sensory data[c] / / Pro- jams occur [J /OL]. [ ]. http: / /www. scientificamerican. com / article. cfm?id = traffic-avoided. ceedings of the 8th IEEE Conference on Computer Communications. [5] TIG [EB /OL]. [ ]. http: / /wirelesslab. sjtu. [S. l. ]: IEEE,2009: edu. cn: 8080 / viewer. htm. [23] XUE GUANG-TAO, LI ZHONG-WEI, ZHU HONG-ZI, et al. Traffic-known urban vehicular route prediction based on partial mobility [6] HULL B, BYCHKOVSKY V, ZHANG Y, et al. CarTel: A distributed mobile sensor computing system [C] / / SenSys'06: Proceedings patterns [C] / / ICPADS'09: Proceedings of the 15th International of the 4th International Conference on Embedded Networked Sensor Conference on Parallel and Distributed Systems. Washington, DC: Systems. New York: ACM, 2006: IEEE Computer Society,2009: [7] Cabspotting [EB/OL]. [ ]. htpp: / /cabspotting. [24] ZHU HONG-ZI, LI MING-LU, FU LUO-YI, et al. Impact of traffic org/. influxes: Revealing exponential inter-contact time in urban VANETs [8]. [EB /OL]. [2011 [J]. IEEE Transactions on Parallel and Distributed Systems, 2010, ]. http: / /hao. cngold. org /c html0. 22( 8) : [9] [EB /OL]. [ ]. http: / /www. internetofthings. net. cn /. [25] LIU SI-YUAN, LIU YUN-HUAI, NI L M, et al. Towards mobilitybased [10] LIU H, GUO X. A passive UHF RFID system with Huffman sequence clustering [ C ] / / KDD'10: Proceedings of the 16th ACM spreading backscatter signals [C] / / IOT'08: Proceedings of the 1st International Conference on The Internet of Things. Berlin: Springer-Verlag,2008: [11] MARIN-PERIANU R, LOMBRISER C, HAVINGA P, et al. Tandem: A context-aware method for spontaneous clustering of dynamic wireless sensor nodes [C] / / IOT'08: Proceedings of the 1st International Conference on The Internet of Things. Berlin: Springer-Verlag, 2008: [12] DECKER C, BERCHTOLD M, WERSS L, et al. Cost-benefit model for smart items in the supply chain [C] / / IOT'08: Proceedings of the 1st International Conference on The Internet of Things. Berlin: Springer-Verlag, 2008: [13] EVDOKIMOV S, FABIAN B, GUNTHER O. Multipolarity for the object naming service [C] / / IOT'08: Proceedings of the 1st International SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM, 2010: [26] RALLAPORAL S, QIU L, ZHANG Y, et al. Exploiting temporal stability and low-rank structure for localization in mobile networks [C] / / MobiCom'10: Proceedings of the Sixteenth Annual International Conference on Mobile Computing and Networking. New York: ACM,2010: [27] YANG YANG, LI XU, SHU WEI, et al. Quality evaluation of vehicle navigation with CPS [C] / / IEEE Global Communications Conference Exhibition & Industry Forum. [S. l. ]: IEEE, 2010: 1-5. [28] ZHU HONG-ZI, ZHU YAN-MIN, LI MING-LU,et al. ANTS: Efficient vehicle locating based on ant search in ShanghaiGrid [J]. IEEE Transactions on Vehicular Technology,2007,58( 8) : [29] GE YONG, XIONG HUI, TUZHILIN A, et al. An energy-efficient Conference on The Internet of Things. Berlin: Springer-Ver- mobile recommender system [ C ] / / KDD'10: Proceedings of the lag, 2008: [14] GRUMMT E, MULLER M. Fine-grained access control for EPC information services [C] / / IOT'08: Proceedings of the 1st International Conference on The Internet of Things. Berlin: Springer-Verlag, 2008: th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM, 2010: [30] LIN HUI-JIA, LU MAO-HUA, MILOSAVLJEVIC N, et al. Composable information gradients in wireless sensor networks [ C ] / / IPSN'08: Proceedings of the 7th International Conference on Information [15] RELLERMEYER J, DULLER M, GILMER K, et al. The software Processing in Sensor Networks. Washington, DC: IEEE fabric for the Internet of things [C] / / IOT'08: Proceedings of the 1st Computer Society, 2008:

Study on the Interconnection Architecture and Access Technology for Internet of Things

Study on the Interconnection Architecture and Access Technology for Internet of Things Study on the Interconnection Architecture and Access Technology for Internet of Things Dong Chen, Guiran Chang, Jiajia Li, Jie Jia School of Information Science and Engineering Northeastern University,

More information

DTN Routing in Vehicular Sensor Networks

DTN Routing in Vehicular Sensor Networks DTN Routing in Vehicular Sensor Networks Xu Li, Wei Shu, Minglu Li, Hongyu Huang and Min-You Wu Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China Department

More information

2008 International Conference on Apperceiving Computing and Intelligence Analysis (ICACIA 2008) Chengdu, China December 2008

2008 International Conference on Apperceiving Computing and Intelligence Analysis (ICACIA 2008) Chengdu, China December 2008 2008 International Conference on Apperceiving Computing and Intelligence Analysis (ICACIA 2008) Chengdu, China 13-15 December 2008 IEEE Catalog Number: ISBN: CFP0881F-PRT 978-1-4244-3427-5 TABLE OF CONTENTS

More information

Research Article. Three-dimensional modeling of simulation scene in campus navigation system

Research Article. Three-dimensional modeling of simulation scene in campus navigation system Available online www.jocpr.com Journal of Chemical and Pharmaceutical Research, 2013, 5(12):103-107 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Three-dimensional modeling of simulation scene

More information

Tian He Computer te S r ci c e i n e ce c an d Engin gi ee e r e i r n i g

Tian He Computer te S r ci c e i n e ce c an d Engin gi ee e r e i r n i g Chen, Liangyin, Miao Li, Kai Liu, Zhenlei Liu, Jingyu Zhang, Tong Peng, Yan Liu, Yongjun Xu, Qian Luo, and Tian He. 2014. Distributed range-free localisation algorithm for wireless sensor networks. Electronics

More information

Research on Heterogeneous Communication Network for Power Distribution Automation

Research on Heterogeneous Communication Network for Power Distribution Automation 3rd International Conference on Material, Mechanical and Manufacturing Engineering (IC3ME 2015) Research on Heterogeneous Communication Network for Power Distribution Automation Qiang YU 1,a*, Hui HUANG

More information

Fast Grain Shape Determination Algorithm Based on Parallel Processing

Fast Grain Shape Determination Algorithm Based on Parallel Processing 39 3 Vol.39, No.3 3 Opto-Electronic Engineering March, 3 5X(3 66 6,,,, (. ( Britton Chance 4374. 4374 (GPU (CUDA GPU (CPU 4 TP39 A.3969/j.issn.3-5X..3. Fast Grain Shape Determination Algorithm Based on

More information

The Research of Delay Characteristics in CAN Bus Networked Control System

The Research of Delay Characteristics in CAN Bus Networked Control System Journal of Computational Information Systems 9: 18 (2013) 7517 7523 Available at http://www.jofcis.com The Research of Delay Characteristics in CAN Bus Networked Control System Yi WANG 1, Liren HE 2, Ming

More information

A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs

A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs M.K. Shahzad, Member, IEEE, L. Nkenyereye, Member, IEEE, S. M. Riazul Islam, Member, IEEE 1 Authors' Affiliations

More information

TOMS: TCP Context Migration Scheme for Efficient Data Services in Vehicular Networks

TOMS: TCP Context Migration Scheme for Efficient Data Services in Vehicular Networks 2017 31st International Conference on Advanced Information Networking and Applications Workshops TOMS: TCP Context Migration Scheme for Efficient Data Services in Vehicular Networks JunSik Jeong, Yiwen

More information

Contents Part I: Mathematics and Fuzziness Bipolar Fuzzy BRK-ideals in BRK-algebras... 3 Khizar Hayat, Xiao-Chu Liu, and Bing-Yuan Cao A New Approach for Solving Fuzzy Supplier Selection Problems Under

More information

EFFICIENT TRAJECTORY PROTOCOL FOR MULTICASTING IN VEHICULAR AD HOC NETWORKS

EFFICIENT TRAJECTORY PROTOCOL FOR MULTICASTING IN VEHICULAR AD HOC NETWORKS EFFICIENT TRAJECTORY PROTOCOL FOR MULTICASTING IN VEHICULAR AD HOC NETWORKS Nandhini P. 1 and Ravi G. 2 1 Department of Electronics and Communication Engineering, Communication Systems, Sona College of

More information

Routing in Large-Scale Buses Ad Hoc Networks

Routing in Large-Scale Buses Ad Hoc Networks 1 Routing in Large-Scale Buses Ad Hoc Networks Michel Sede, Xu Li *, Da Li *, Min-You Wu * Laboratory for Computer Communications and Applications, EPFL, Switzerland * Department of Computer Science and

More information

Remote Monitoring System of Ship Running State under Wireless Network

Remote Monitoring System of Ship Running State under Wireless Network Journal of Shipping and Ocean Engineering 7 (2017) 181-185 doi 10.17265/2159-5879/2017.05.001 D DAVID PUBLISHING Remote Monitoring System of Ship Running State under Wireless Network LI Ning Department

More information

A New Approach for Web Information Extraction

A New Approach for Web Information Extraction A New Approach for Web Information Extraction R.Gunasundari Research Scholar Karpagam University Coimbatore, India E-mail: gunasoundar@rediff.com Dr.S.Karthikeyan Director,School of Computer Science Karpagam

More information

Where Next? Data Mining Techniques and Challenges for Trajectory Prediction. Slides credit: Layla Pournajaf

Where Next? Data Mining Techniques and Challenges for Trajectory Prediction. Slides credit: Layla Pournajaf Where Next? Data Mining Techniques and Challenges for Trajectory Prediction Slides credit: Layla Pournajaf o Navigational services. o Traffic management. o Location-based advertising. Source: A. Monreale,

More information

Enhancement of Routing in Urban Scenario using Link State Routing Protocol and Firefly Optimization

Enhancement of Routing in Urban Scenario using Link State Routing Protocol and Firefly Optimization Enhancement of Routing in Urban Scenario using Link State Routing Protocol and Firefly Optimization Dhanveer Kaur 1, Harwant Singh Arri 2 1 M.Tech, Department of Computer Science and Engineering, Lovely

More information

A Few Things to Know about Machine Learning for Web Search

A Few Things to Know about Machine Learning for Web Search AIRS 2012 Tianjin, China Dec. 19, 2012 A Few Things to Know about Machine Learning for Web Search Hang Li Noah s Ark Lab Huawei Technologies Talk Outline My projects at MSRA Some conclusions from our research

More information

Qingdao, , China. China. Keywords: Deep sea Ultrahigh pressure, Water sound acquisition, LabVIEW, NI PXle hardware.

Qingdao, , China. China. Keywords: Deep sea Ultrahigh pressure, Water sound acquisition, LabVIEW, NI PXle hardware. 2016 International Conference on Control and Automation (ICCA 2016) ISBN: 978-1-60595-329-8 Research and Design on Water Sound Acquisition System of Deep Sea Ultrahigh Pressure Environment Gang TONG 1,

More information

Research and Application on a Wireless GPS Data Collection and Display

Research and Application on a Wireless GPS Data Collection and Display Research and Application on a Wireless GPS Data Collection and Display System 1 Yikui Zhang, 2 Liwei Zhu, 3 Yisheng Lai, 4 Yan Zhang 1,2,4 School of Computer Software, Tianjin University Tianjin City,

More information

VOL. 2, NO. 2, February 2012 ISSN ARPN Journal of Systems and Software AJSS Journal. All rights reserved

VOL. 2, NO. 2, February 2012 ISSN ARPN Journal of Systems and Software AJSS Journal. All rights reserved Performance Analysis of AODV Routing Protocol In Vehicular Ad-hoc Network Service Discovery Architecture B. Ramakrishnan Associate Professor Department of Computer Science & Research Center, S.T Hindu

More information

DAISY Data Analysis and Information SecuritY Lab

DAISY Data Analysis and Information SecuritY Lab DAISY Data Analysis and Information SecuritY Lab Mobile Phone Enabled Social Community Extraction for Controlling of Disease Propagation in Healthcare Yingying (Jennifer) Chen Director of Data Analysis

More information

An algorithm of lips secondary positioning and feature extraction based on YCbCr color space SHEN Xian-geng 1, WU Wei 2

An algorithm of lips secondary positioning and feature extraction based on YCbCr color space SHEN Xian-geng 1, WU Wei 2 International Conference on Advances in Mechanical Engineering and Industrial Informatics (AMEII 015) An algorithm of lips secondary positioning and feature extraction based on YCbCr color space SHEN Xian-geng

More information

A RFID System for Recognizing Activity Using Radio Patterns Shwetha R 1, Sushmitha P 2, Swathi MS 3, Poonam Kumari 4

A RFID System for Recognizing Activity Using Radio Patterns Shwetha R 1, Sushmitha P 2, Swathi MS 3, Poonam Kumari 4 A RFID System for Recognizing Activity Using Radio Patterns Shwetha R 1, Sushmitha P 2, Swathi MS 3, Poonam Kumari 4 1 BE Student, CSE, RRCE, Karnataka, India 2 BE Student, CSE, RRCE, Karnataka, India

More information

2017 2nd International Conference on Communications, Information Management and Network Security (CIMNS 2017) ISBN:

2017 2nd International Conference on Communications, Information Management and Network Security (CIMNS 2017) ISBN: 2017 2nd International Conference on Communications, Information Management and Network Security (CIMNS 2017) ISBN: 978-1-60595-498-1 Vulnerability Scanning System Used in the Internet of Things for Intelligent

More information

Modeling and Analysis of the Support System of Space-based Anti-missile Information Based on UML

Modeling and Analysis of the Support System of Space-based Anti-missile Information Based on UML 2018 International Conference on Modeling, Simulation and Optimization (MSO 2018) ISBN: 978-1-60595-542-1 Modeling and Analysis of the Support System of Space-based Anti-missile Information Based on UML

More information

An Improved Fusion Method of Fuzzy Logic Based on k-mean Clustering in WSN

An Improved Fusion Method of Fuzzy Logic Based on k-mean Clustering in WSN Sensors & Transducers Vol. 57 Issue 0 October 203 pp. 20-25 Sensors & Transducers 203 by IFSA http://www.sensorsportal.com An Improved Fusion Method of Fuzzy Logic Based on k-mean Clustering in WSN 2 Feng

More information

Toward a Flexible and Reconfigurable Broadband Satellite Network: Resource Management Architecture and Strategies

Toward a Flexible and Reconfigurable Broadband Satellite Network: Resource Management Architecture and Strategies Toward a Flexible and Reconfigurable Broadband Satellite Network: Resource Management Architecture and Strategies Yu Wang Xidian University October 21, 2016 Outline Introduction Background Knowledge Existing

More information

The Intelligent Transportation System Using the Infrared Sensors Based on the ZigBee Protocol and Eclipse

The Intelligent Transportation System Using the Infrared Sensors Based on the ZigBee Protocol and Eclipse Sensors & Transducers 203 by IFSA http://www.sensorsportal.com Intelligent Transportation System Using the Infrared Sensors Based on the ZigBee Protocol and Eclipse Zhenghua XIN, Hong LI, Qixiang SONG,

More information

Scaled VIP Algorithms for Joint Dynamic Forwarding and Caching in Named Data Networks

Scaled VIP Algorithms for Joint Dynamic Forwarding and Caching in Named Data Networks 1896 1920 1987 2006 Scaled VIP Algorithms for Joint Dynamic Forwarding and Caching in Named Data Networks Ying Cui Shanghai Jiao Tong University, Shanghai, China Joint work with Fan Lai, Feng Qiu, Wenjie

More information

OPTIMAL MULTI-CHANNEL ASSIGNMENTS IN VEHICULAR AD-HOC NETWORKS

OPTIMAL MULTI-CHANNEL ASSIGNMENTS IN VEHICULAR AD-HOC NETWORKS Chapter 2 OPTIMAL MULTI-CHANNEL ASSIGNMENTS IN VEHICULAR AD-HOC NETWORKS Hanan Luss and Wai Chen Telcordia Technologies, Piscataway, New Jersey 08854 hluss@telcordia.com, wchen@research.telcordia.com Abstract:

More information

International Journal of Advance Engineering and Research Development

International Journal of Advance Engineering and Research Development Scientific Journal of Impact Factor (SJIF): 5.71 International Journal of Advance Engineering and Research Development Volume 5, Issue 03, March -2018 e-issn (O): 2348-4470 p-issn (P): 2348-6406 BATCH

More information

The Research of Internet of Things in Operation and Maintenance for Distribution Grid

The Research of Internet of Things in Operation and Maintenance for Distribution Grid 2016 3 rd International Conference on Engineering Technology and Application (ICETA 2016) ISBN: 978-1-60595-383-0 The Research of Internet of Things in Operation and Maintenance for Distribution Grid Hengbo

More information

SEQUENTIAL PATTERN MINING FROM WEB LOG DATA

SEQUENTIAL PATTERN MINING FROM WEB LOG DATA SEQUENTIAL PATTERN MINING FROM WEB LOG DATA Rajashree Shettar 1 1 Associate Professor, Department of Computer Science, R. V College of Engineering, Karnataka, India, rajashreeshettar@rvce.edu.in Abstract

More information

Design of electrical meter reading system based on CDMA network

Design of electrical meter reading system based on CDMA network Available online www.jocpr.com Journal of Chemical and Pharmaceutical Research, 2014, 6(6):2497-2503 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 Design of electrical meter reading system based

More information

Research on Full-text Retrieval based on Lucene in Enterprise Content Management System Lixin Xu 1, a, XiaoLin Fu 2, b, Chunhua Zhang 1, c

Research on Full-text Retrieval based on Lucene in Enterprise Content Management System Lixin Xu 1, a, XiaoLin Fu 2, b, Chunhua Zhang 1, c Applied Mechanics and Materials Submitted: 2014-07-18 ISSN: 1662-7482, Vols. 644-650, pp 1950-1953 Accepted: 2014-07-21 doi:10.4028/www.scientific.net/amm.644-650.1950 Online: 2014-09-22 2014 Trans Tech

More information

ITIS: Intelligent Traffic Information Service in ShanghaiGrid

ITIS: Intelligent Traffic Information Service in ShanghaiGrid The Third ChinaGrid Annual Conference ITIS: Intelligent Traffic Information Service in ShanghaiGrid Xu Li, Junwei Wu, Xinhua Lin, Ying Li and Minglu Li Department of Computer Science and Engineering, Shanghai

More information

A Design of Remote Monitoring System based on 3G and Internet Technology

A Design of Remote Monitoring System based on 3G and Internet Technology National Conference on Information Technology and Computer Science (CITCS 2012) A Design of Remote Monitoring System based on 3G and Internet Technology Shouxian WEN Lei XU Xingguo SUN Xiaohui LI* Abstract

More information

Zhi-Quan Luo Electrical and Computer Engineering

Zhi-Quan Luo Electrical and Computer Engineering Sun, Ruoyu, and Zhi-Quan Luo. 2015. Interference alignment using finite and dependent channel extensions: The single beam case. IEEE Transactions on Information Theory 61 (1) (JAN 01): 239-55. Baligh,

More information

Research on the Checkpoint Server Selection Strategy Based on the Mobile Prediction in Autonomous Vehicular Cloud

Research on the Checkpoint Server Selection Strategy Based on the Mobile Prediction in Autonomous Vehicular Cloud 2016 International Conference on Service Science, Technology and Engineering (SSTE 2016) ISBN: 978-1-60595-351-9 Research on the Checkpoint Server Selection Strategy Based on the Mobile Prediction in Autonomous

More information

Survey on Recommendation of Personalized Travel Sequence

Survey on Recommendation of Personalized Travel Sequence Survey on Recommendation of Personalized Travel Sequence Mayuri D. Aswale 1, Dr. S. C. Dharmadhikari 2 ME Student, Department of Information Technology, PICT, Pune, India 1 Head of Department, Department

More information

The Research of Collision Detection Algorithm Based on Separating axis Theorem

The Research of Collision Detection Algorithm Based on Separating axis Theorem The Research of Collision Detection lgorithm Based on Separating axis Theorem bstract Cheng Liang a, Xiaojian Liu School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China a

More information

Linking Entities in Chinese Queries to Knowledge Graph

Linking Entities in Chinese Queries to Knowledge Graph Linking Entities in Chinese Queries to Knowledge Graph Jun Li 1, Jinxian Pan 2, Chen Ye 1, Yong Huang 1, Danlu Wen 1, and Zhichun Wang 1(B) 1 Beijing Normal University, Beijing, China zcwang@bnu.edu.cn

More information

Design of Intelligent Power Terminal System Based on Family Heterogeneous Network

Design of Intelligent Power Terminal System Based on Family Heterogeneous Network IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Design of Intelligent Power Terminal System Based on Family Heterogeneous Network To cite this article: Yunxiang Zhang et al 2018

More information

A Novel Method for Activity Place Sensing Based on Behavior Pattern Mining Using Crowdsourcing Trajectory Data

A Novel Method for Activity Place Sensing Based on Behavior Pattern Mining Using Crowdsourcing Trajectory Data A Novel Method for Activity Place Sensing Based on Behavior Pattern Mining Using Crowdsourcing Trajectory Data Wei Yang 1, Tinghua Ai 1, Wei Lu 1, Tong Zhang 2 1 School of Resource and Environment Sciences,

More information

Internet of Things (IoT)

Internet of Things (IoT) Internet of Things (IoT) Yan Zhang Professor, University of Oslo, Norway April 7, 2017 1 Outline Internet of Things (IoT) Key Technologies RFID Mobile Cloud Computing Things A real/physical or digital/virtual

More information

Qiqihar University, China *Corresponding author. Keywords: Highway tunnel, Variant monitoring, Circle fit, Digital speckle.

Qiqihar University, China *Corresponding author. Keywords: Highway tunnel, Variant monitoring, Circle fit, Digital speckle. 2017 2nd International Conference on Applied Mechanics and Mechatronics Engineering (AMME 2017) ISBN: 978-1-60595-521-6 Research on Tunnel Support Deformation Based on Camera and Digital Speckle Improvement

More information

CV of Qixiang Ye. University of Chinese Academy of Sciences

CV of Qixiang Ye. University of Chinese Academy of Sciences 2012-12-12 University of Chinese Academy of Sciences Qixiang Ye received B.S. and M.S. degrees in mechanical & electronic engineering from Harbin Institute of Technology (HIT) in 1999 and 2001 respectively,

More information

Congestion Control in Wireless Sensor Networks: A survey

Congestion Control in Wireless Sensor Networks: A survey RESEARCH ARTICLE OPEN ACCESS Congestion Control in Wireless Sensor Networks: A survey Samita Indurkar *, N. P. Kulkarni ** *(Department of information Technology, Pune University,Pune-41) ** (Department

More information

Mobile Offloading Using WiFi: Viable in VANETs?

Mobile Offloading Using WiFi: Viable in VANETs? Mobile Offloading Using WiFi: Viable in VANETs? Presented by: Nan Cheng 2013.05.31 Broadband Communications Research (BBCR) Lab Vehicular Data Offloading Broadband Communications Research (BBCR) Lab Smart

More information

Tag Based Image Search by Social Re-ranking

Tag Based Image Search by Social Re-ranking Tag Based Image Search by Social Re-ranking Vilas Dilip Mane, Prof.Nilesh P. Sable Student, Department of Computer Engineering, Imperial College of Engineering & Research, Wagholi, Pune, Savitribai Phule

More information

The Study of Intelligent Scheduling Algorithm in the Vehicle ECU based on CAN Bus

The Study of Intelligent Scheduling Algorithm in the Vehicle ECU based on CAN Bus Send Orders for Reprints to reprints@benthamscience.ae The Open Cybernetics & Systemics Journal, 2015, 9, 1461-1465 1461 Open Access The Study of Intelligent Scheduling Algorithm in the Vehicle ECU based

More information

2002 International Conference on Machine Learning and Cybernetics. Proceedings Volume 3 of 4

2002 International Conference on Machine Learning and Cybernetics. Proceedings Volume 3 of 4 2002 International Conference on Machine Learning and Cybernetics Proceedings Volume 3 of 4 TECHNISCHE INFORMATIO.NSBIBLIOTHEK UNIVERS1TATSBIBLIOTHEK HANNOVER November 4-5, 2002 Prime Hotel Beijing, CHINA

More information

In the City Part 6 MANDARIN. ENGLISH Ni hao wo jiao zhou zhou. Hello. My name is Jojo Ni hao lu lu. Hello Lulu. Ni hao zhou zhou. Ni hao ma?

In the City Part 6 MANDARIN. ENGLISH Ni hao wo jiao zhou zhou. Hello. My name is Jojo Ni hao lu lu. Hello Lulu. Ni hao zhou zhou. Ni hao ma? Ni hao wo jiao zhou zhou. _ Hello. My name is Jojo Ni hao lu lu. _ Hello Lulu. Ni hao zhou zhou. Ni hao ma? _ Hello Jojo. How are you? Wo lei le. _ I'm tired. Wo men xiao shui yi xia ba. _ Let's take a

More information

Understanding Vehicular Ad-hoc Networks and Use of Greedy Routing Protocol

Understanding Vehicular Ad-hoc Networks and Use of Greedy Routing Protocol IJSRD - International Journal for Scientific Research & Development Vol. 1, Issue 7, 2013 ISSN (online): 2321-0613 Understanding Vehicular Ad-hoc Networks and Use of Greedy Routing Protocol Stavan Karia

More information

China Travel Guide - Macau By ZHONG GUO LV YOU ZHI NAN )BIAN WEI HUI

China Travel Guide - Macau By ZHONG GUO LV YOU ZHI NAN )BIAN WEI HUI China Travel Guide - Macau By ZHONG GUO LV YOU ZHI NAN )BIAN WEI HUI Hong Kong From Huo Tan To Sha Tian - World News - zu lesen insclusive shui nian ge wu shi jian wen mu ping kai si qwan lung wa hu huai,

More information

Self-organized Routing for Radial Underwater Networks PAPER ID: 2326 AUTHORS: WAHEEDUDDIN HYDER JAVIER PONCELA PABLO OTERO

Self-organized Routing for Radial Underwater Networks PAPER ID: 2326 AUTHORS: WAHEEDUDDIN HYDER JAVIER PONCELA PABLO OTERO Self-organized Routing for Radial Underwater Networks PAPER ID: 2326 AUTHORS: WAHEEDUDDIN HYDER JAVIER PONCELA PABLO OTERO Problem Statement Localization is difficult in UWSN Most of the existing routing

More information

Vehicular Cloud Computing: A Survey. Lin Gu, Deze Zeng and Song Guo School of Computer Science and Engineering, The University of Aizu, Japan

Vehicular Cloud Computing: A Survey. Lin Gu, Deze Zeng and Song Guo School of Computer Science and Engineering, The University of Aizu, Japan Vehicular Cloud Computing: A Survey Lin Gu, Deze Zeng and Song Guo School of Computer Science and Engineering, The University of Aizu, Japan OUTLINE OF TOPICS INTRODUCETION AND MOTIVATION TWO-TIER VEHICULAR

More information

2002 International Conference on Machine Learning and Cybernetics. Proceedings Volume 1 of 4

2002 International Conference on Machine Learning and Cybernetics. Proceedings Volume 1 of 4 2002 International Conference on Machine Learning and Cybernetics Proceedings Volume 1 of 4 TECHNISCHE INFORMATIONSBIBLiOTHEK UNIVERSITATSBiBLIOTHEK HANNOVCR November 4-5, 2002 Prime Hotel Beijing, CHINA

More information

Inferring User Search for Feedback Sessions

Inferring User Search for Feedback Sessions Inferring User Search for Feedback Sessions Sharayu Kakade 1, Prof. Ranjana Barde 2 PG Student, Department of Computer Science, MIT Academy of Engineering, Pune, MH, India 1 Assistant Professor, Department

More information

A Parallel Computing Algorithm for Moving Targets Tracking in Wireless Sensor Networks

A Parallel Computing Algorithm for Moving Targets Tracking in Wireless Sensor Networks International Forum on Management, Education and Information Technology Application (IFMEITA 2016) A Parallel Computing Algorithm for Moving Targets Tracking in Wireless Sensor Networks XIONG Jing a, LIU

More information

IoT DDoS Attacks Detection based on SDN RAMTIN ARYAN

IoT DDoS Attacks Detection based on SDN RAMTIN ARYAN IoT DDoS Attacks Detection based on SDN RAMTIN ARYAN Why DDoS Attack on IoT On Friday, October 21 2016, a series of Distributed Denial of Service (DDoS) attacks caused widespread disruption of legitimate

More information

IFRAT: An IoT Field Recognition Algorithm based on Time-series Data

IFRAT: An IoT Field Recognition Algorithm based on Time-series Data IFRAT: An IoT Field Algorithm based on Time-series Data Shuai Guo, Zhongwen Guo, Zhijin Qiu, Yingjian Liu and Yu Wang Ocean University of China, Qingdao, Shandong, China University of North Carolina at

More information

Multichannel Joint Rate and Admission Control Mechanism in Vehicular Area Networks

Multichannel Joint Rate and Admission Control Mechanism in Vehicular Area Networks Multichannel Joint Rate and Admission Control Mechanism in Vehicular Area Networks Jiachen Hu Beijing University of Posts and Telecommunications Queen Marry University of London Beijing 102209, P.R. China

More information

Research on Two - Way Interactive Communication and Information System Design Analysis Dong Xu1, a

Research on Two - Way Interactive Communication and Information System Design Analysis Dong Xu1, a 5th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering (ICMMCCE 2017) Research on Two - Way Interactive Communication and Information System Design Analysis Dong Xu1,

More information

Design of student information system based on association algorithm and data mining technology. CaiYan, ChenHua

Design of student information system based on association algorithm and data mining technology. CaiYan, ChenHua 5th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering (ICMMCCE 2017) Design of student information system based on association algorithm and data mining technology

More information

CONSTRUCTION OF AGRICULTURAL PRODUCTS LOGISTICS INFORMATION SYSTEM BASED ON.NET AND WAP

CONSTRUCTION OF AGRICULTURAL PRODUCTS LOGISTICS INFORMATION SYSTEM BASED ON.NET AND WAP CONSTRUCTION OF AGRICULTURAL PRODUCTS LOGISTICS INFORMATION SYSTEM BASED ON.NET AND WAP Yan Zhang 1,*, Yong Liang 1, 2, Chengming Zhang 1, Qiulan Wu 1, Pingjiu Ge 1 1 College of Information and Engineering,

More information

A Network Intrusion Detection System Architecture Based on Snort and. Computational Intelligence

A Network Intrusion Detection System Architecture Based on Snort and. Computational Intelligence 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 206) A Network Intrusion Detection System Architecture Based on Snort and Computational Intelligence Tao Liu, a, Da

More information

Literature Survey on Various Recommendation Techniques in Collaborative Filtering

Literature Survey on Various Recommendation Techniques in Collaborative Filtering Literature Survey on Various Recommendation Techniques in Collaborative Filtering Mr. T. Sunil Reddy #, Mr. M. Dileep Kumar *, Mr.N. Vijaya sunder sagar # # M.Tech., Dept. of CSE, Ashoka Institute of Engineering

More information

Feature Selection for Multi-Class Imbalanced Data Sets Based on Genetic Algorithm

Feature Selection for Multi-Class Imbalanced Data Sets Based on Genetic Algorithm Ann. Data. Sci. (2015) 2(3):293 300 DOI 10.1007/s40745-015-0060-x Feature Selection for Multi-Class Imbalanced Data Sets Based on Genetic Algorithm Li-min Du 1,2 Yang Xu 1 Hua Zhu 1 Received: 30 November

More information

Hole repair algorithm in hybrid sensor networks

Hole repair algorithm in hybrid sensor networks Advances in Engineering Research (AER), volume 116 International Conference on Communication and Electronic Information Engineering (CEIE 2016) Hole repair algorithm in hybrid sensor networks Jian Liu1,

More information

Transport Information System using Query Centric Cyber Physical Systems (QCPS)

Transport Information System using Query Centric Cyber Physical Systems (QCPS) Transport System using Query Centric Cyber Physical Systems (QCPS) Ankit Mundra Geetanjali Rathee Meenu Chawla Nitin Rakesh Ashsutosh Soni ABSTRACT To incorporate the computation and communication with

More information

Congestion Control Technique with Safety Transmission of Messages in Vehicular Ad Hoc Network

Congestion Control Technique with Safety Transmission of Messages in Vehicular Ad Hoc Network Congestion Control Technique with Safety Transmission of Messages in Vehicular Ad Hoc Network Bhagyashri P. Deshpande 1, Dr.A.S.Alvi 2 1 M.E(CSE) PRMIT&R, Badnera, Amravati 2 Professor,Dept. of CSE PRMIT&R,Badnera,

More information

Comprehensive analysis and evaluation of big data for main transformer equipment based on PCA and Apriority

Comprehensive analysis and evaluation of big data for main transformer equipment based on PCA and Apriority IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Comprehensive analysis and evaluation of big data for main transformer equipment based on PCA and Apriority To cite this article:

More information

PUBLICATIONS. Journal Papers

PUBLICATIONS. Journal Papers PUBLICATIONS Journal Papers [J1] X. Wu and L.-L. Xie, Asymptotic equipartition property of output when rate is above capacity, submitted to IEEE Transactions on Information Theory, August 2009. [J2] A.

More information

ICNDS International Conference on Networking and Digital Society. Volume - 2. Table of Contents. ICNDS 2009 Volume 2

ICNDS International Conference on Networking and Digital Society. Volume - 2. Table of Contents. ICNDS 2009 Volume 2 2009 International Conference on Networking and Digital Society ICNDS 2009 Table of Contents Volume - 2 Preface - Volume 2...x Organization - Volume 2...xi Reviewers - Volume 2...xii ICNDS 2009 Volume

More information

A Fault-Event Detection Model Using Trust Matrix in WSN

A Fault-Event Detection Model Using Trust Matrix in WSN Sensors & Transducers 2013 by IFSA http://www.sensorsportal.com A Fault-Event Detection Model Using Trust Matrix in WSN 1,2 Na WANG, 1 Yi-Xiang CHEN 1 Shanghai Key Laboratory of Trustworthy Computing,

More information

Top-k Keyword Search Over Graphs Based On Backward Search

Top-k Keyword Search Over Graphs Based On Backward Search Top-k Keyword Search Over Graphs Based On Backward Search Jia-Hui Zeng, Jiu-Ming Huang, Shu-Qiang Yang 1College of Computer National University of Defense Technology, Changsha, China 2College of Computer

More information

Research on Design and Application of Computer Database Quality Evaluation Model

Research on Design and Application of Computer Database Quality Evaluation Model Research on Design and Application of Computer Database Quality Evaluation Model Abstract Hong Li, Hui Ge Shihezi Radio and TV University, Shihezi 832000, China Computer data quality evaluation is the

More information

GraphGAN: Graph Representation Learning with Generative Adversarial Nets

GraphGAN: Graph Representation Learning with Generative Adversarial Nets The 32 nd AAAI Conference on Artificial Intelligence (AAAI 2018) New Orleans, Louisiana, USA GraphGAN: Graph Representation Learning with Generative Adversarial Nets Hongwei Wang 1,2, Jia Wang 3, Jialin

More information

Social-Similarity-based Multicast Algorithm in Impromptu Mobile Social Networks

Social-Similarity-based Multicast Algorithm in Impromptu Mobile Social Networks Social-Similarity-based Multicast Algorithm in Impromptu Mobile Social Networks Yuan Xu, Xiao Chen Department of Computer Science, Texas State University, San Marcos, TX, USA Email: y x3@txstate.edu, xc@txstate.edu

More information

JOURNAL OF NATURAL DISASTERS GPU - CPU GPU. Seismic damage simulation of urban buildings based on high performance GPU computing

JOURNAL OF NATURAL DISASTERS GPU - CPU GPU. Seismic damage simulation of urban buildings based on high performance GPU computing 21 5 2012 10 JOURNAL OF NATURAL DISASTERS Vol. 21 No. 5 Oct. 2012 1004-4574 2012 05-0016 - 07 GPU 1 1 1 1 2 1. 100084 2. 100124 CPU GPU GPU - CPU GPU GPU TU984 A Seismic damage simulation of urban buildings

More information

Proceedings of 2005 International Conference On Machine Learning and Cybernetics. Volume 9 of 9

Proceedings of 2005 International Conference On Machine Learning and Cybernetics. Volume 9 of 9 t»f JT A If I Otemational Viz I iversify in Girminy Proceedings of 2005 International Conference On Machine Learning and Cybernetics Volume 9 of 9 August 18-21, 2005 Ramada Hotel Guangzhou, China IEEE

More information

Energy Efficient in Cloud Computing

Energy Efficient in Cloud Computing Energy Efficient in Cloud Computing Christoph Aschberger Franziska Halbrainer May 24, 2013 1 of 25 Introduction Energy consumption by Google 2011: 2,675,898 MWh. We found that we use roughly as much electricity

More information

GPU-Accelerated Apriori Algorithm

GPU-Accelerated Apriori Algorithm GPU-Accelerated Apriori Algorithm Hao JIANG a, Chen-Wei XU b, Zhi-Yong LIU c, and Li-Yan YU d School of Computer Science and Engineering, Southeast University, Nanjing, China a hjiang@seu.edu.cn, b wei1517@126.com,

More information

Accuracy of Matching between Probe-Vehicle and GIS Map

Accuracy of Matching between Probe-Vehicle and GIS Map Proceedings of the 8th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences Shanghai, P. R. China, June 25-27, 2008, pp. 59-64 Accuracy of Matching between

More information

An evaluation of vehicular networks with real vehicular GPS traces

An evaluation of vehicular networks with real vehicular GPS traces Zhu et al. EURASIP Journal on Wireless CommunicationsandNetworking 213, 213:19 http://jwcn.eurasipjournals.com/content/213/1/19 RESEARCH Open Access An evaluation of vehicular networks with real vehicular

More information

Collaborative Image Compression Algorithm In Wireless Multimedia Sensor Networks

Collaborative Image Compression Algorithm In Wireless Multimedia Sensor Networks Journal of Information Hiding and Multimedia Signal Processing c 2016 ISSN 2073-4212 Ubiquitous International Volume 7, Number 4, July 2016 Collaborative Image Compression Algorithm In Wireless Multimedia

More information

Tian He Computer Science and Engineering

Tian He Computer Science and Engineering Lin, Shan, Gang Zhou, Motaz Al-Hami, Kamin Whitehouse, Yafeng Wu, John A. Stankovic,, Xiobing Wu, and Hengchang Liu. 2015. Toward stable network performance in wireless sensor networks: A multilevel perspective.

More information

Social-Aware Routing in Delay Tolerant Networks

Social-Aware Routing in Delay Tolerant Networks Social-Aware Routing in Delay Tolerant Networks Jie Wu Dept. of Computer and Info. Sciences Temple University Challenged Networks Assumptions in the TCP/IP model are violated DTNs Delay-Tolerant Networks

More information

An Algorithm of Parking Planning for Smart Parking System

An Algorithm of Parking Planning for Smart Parking System An Algorithm of Parking Planning for Smart Parking System Xuejian Zhao Wuhan University Hubei, China Email: xuejian zhao@sina.com Kui Zhao Zhejiang University Zhejiang, China Email: zhaokui@zju.edu.cn

More information

Curriculum Vitae: Ning Zhang 1 of 10 Ning ZHANG

Curriculum Vitae: Ning Zhang 1 of 10 Ning ZHANG Curriculum Vitae: Ning Zhang 1 of 10 Ning ZHANG Department of Computing Sciences Texas A&M University at Corpus Christi 6300 Ocean Dr. Corpus Christi, Texas, 78412, USA Email: ning.zhang@tamucc.edu Phone:

More information

Distinguished Capabilities of Artificial Intelligence Wireless Communication Systems

Distinguished Capabilities of Artificial Intelligence Wireless Communication Systems Distinguished Capabilities of Artificial Intelligence Wireless Communication Systems Xiaohu Ge, Senior Member, IEEE School of Electronic Information and Communications Huazhong University of Science and

More information

Mobile Macroscopes: The CarTel Project

Mobile Macroscopes: The CarTel Project Mobile Macroscopes: The CarTel Project Sam Madden MIT CSAIL http://cartel.csail.mit.edu With Hari Balakrishnan, Vladimir Bychkovsky, Bret Hull, Yang Zhang, Kevin Chen, Waseem Daher, Michel Goraczko, Hongyi

More information

Internet of Things: Services and Applications Categorization

Internet of Things: Services and Applications Categorization Advances in Internet of Things, 2011, 1, 27-31 doi:10.4236/ait.2011.12004 Published Online July 2011 (http://www.scirp.org/journal/ait) Internet of Things: Services and Applications Categorization Abstract

More information

Keywords: Cloud computing, ZigBee, Smart home, Security cloud

Keywords: Cloud computing, ZigBee, Smart home, Security cloud 2016 International Conference on Information Engineering and Communications Technology (IECT 2016) ISBN: 978-1-60595-375-5 Design of the Smart-home Security System based on Cloud Computing Yan Wang 1,a,

More information

Energy Optimized Routing Algorithm in Multi-sink Wireless Sensor Networks

Energy Optimized Routing Algorithm in Multi-sink Wireless Sensor Networks Appl. Math. Inf. Sci. 8, No. 1L, 349-354 (2014) 349 Applied Mathematics & Information Sciences An International Journal http://dx.doi.org/10.12785/amis/081l44 Energy Optimized Routing Algorithm in Multi-sink

More information

Application of IPv6 and NGN to the information network of earthquake preparedness and disaster mitigation *

Application of IPv6 and NGN to the information network of earthquake preparedness and disaster mitigation * Vol.21 No.6 (665~669) ACTA SEISMOLOGICA SINICA Nov., 2008 Article ID: 1000-9116(2008)06-0665-05 doi: 10.1007/s11589-008-0665-7 Application of IPv6 and NGN to the information network of earthquake preparedness

More information

A SDN-like Loss Recovery Solution in Application Layer Multicast Wenqing Lei 1, Cheng Ma 1, Xinchang Zhang 2, a, Lu Wang 2

A SDN-like Loss Recovery Solution in Application Layer Multicast Wenqing Lei 1, Cheng Ma 1, Xinchang Zhang 2, a, Lu Wang 2 5th International Conference on Information Engineering for Mechanics and Materials (ICIMM 2015) A SDN-like Loss Recovery Solution in Application Layer Multicast Wenqing Lei 1, Cheng Ma 1, Xinchang Zhang

More information

RoboCup 2014 Rescue Simulation League Team Description. <CSU_Yunlu (China)>

RoboCup 2014 Rescue Simulation League Team Description. <CSU_Yunlu (China)> RoboCup 2014 Rescue Simulation League Team Description Fu Jiang, Jun Peng, Xiaoyong Zhang, Tao Cao, Muhong Guo, Longlong Jing, Zhifeng Gao, Fangming Zheng School of Information Science

More information