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师资队伍
  
教职员工
硕士导师
博士导师

刘凯


 



姓名:刘凯
职称:研究员/博导
专业:车联网,移动计算,普适计算,大数据,物联网
联系方式:
liukai0807@cqu.edu.cn

       

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    简历-刘凯.pdf

 

  团队目前计划招收博士研究生、硕士研究生,主要研究方向包括车联网 (Internet of Vehicles),移动计算 (Mobile Computing),普适计算 (Ubiquitous Computing),大数据 (Big Data)及物联网 (Internet of Things)。请对相关研究方向感兴趣,且具备较强主动学习、思考和探索能力的同学发送简历至liukai0807@gmail.com。 

    刘凯,重庆大学“百人计划”特聘研究院,博士生导师,重庆市高层次引进人才。2011年8月获得香港城市大学计算机科学博士学位。曾为美国弗吉尼亚大学访问学者、香港城市大学高级研究助理及博士后、新加坡南洋理工大学博士后、以及香港浸会大学博士后。

    主要研究方向包括车联网、移动计算、普适计算、大数据、物联网等。特别地,车联网将带来现代通信技术与传统交通系统的深度融合与创新,是信息化与工业化融合的新方向。车载通信与信息服务的研究符合国家战略方向与实际民生需求。为实现未来面向信息化的智能交通系统,亟需对现有车载通信协议与信息服务策略进行创新与发展。因此,我们将深入分析车载网络的系统、信息与服务等特征,以通信理论、网络理论、算法理论与优化理论为基础,对车联网环境中的系统架构、通信协议及调度算法进行综合研究。另一方面,随着移动通信、移动设备以及移动服务的迅猛发展,未来基于数据服务的移动应用具有巨大市场需求和商业前景。面向移动环境的高效数据分发将成为实现未来移动应用与智慧服务的关键,具有重要的研究意义和广阔的应用前景。我们将结合具体移动应用对数据的需求,面向异构网络服务环境,综合研究高效信息分发策略与数据调度算法。


论文列表

  1. 排名及影响因子出处:汤森路透Journal Citation Reports(JCR)"http://about.jcr.incites.thomsonreuters.com".

  2. 通讯作者标注*.

  • 期刊论文 

  1. Yaoxing Duan, Victor C. S. Lee, Kam-Yiu Lam, Wendi Nie and Kai Liu*. A Cross-Layer Design for Data Dissemination in Vehicular Ad-hoc Networks. Neural Computing and Applications, to appear. [SCI] 影响因子: 2.505 (2016), 2.012 (5-year)

  2. Kai Liu*, Hao Zhang, Joseph Ng, Yusheng Xia, Liang Feng, Victor Lee and Sang Son. Towards Low Overhead Fingerprint-based Indoor Localization via Transfer Learning: Design, Implementation and Evaluation. IEEE Transactions on Industrial Informatics, to appear. [SCI] 影响因子: 6.764 (2016), 7.538 (5-year) (JCR一区)

  3. Kai Liu*, Liang Feng, Penglin Dai, Victor Lee, Sang Son and Jiannong Cao. Coding-assisted Broadcast Scheduling via Memetic Computing in SDN-based Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, to appear. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)

  4. Junhua Wang, Kai Liu*, Ke Xiao, Chao Chen, Weiwei Wu, Victor Lee and Sang Son. Dynamic Clustering and Cooperative Scheduling for Vehicle-to-Vehicle Communication in Bidirectional Road Scenarios. IEEE Transactions on Intelligent Transportation Systems, to appear. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)

  5. Houling Ji, Victor Lee, Chi-Yin Chow, Kai Liu*, Guoqing Wu. Coding-based Cooperative Caching in On-demand Data Broadcast Environments. Information Sciences, volume 385, pp.138-156, 2017. [SCI] 影响因子:4.832 (2016), 4.732(5-year)(JCR一区)

  6. Chao Chen*, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo and Zhen Zhou. MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-generated Digital Footprints. IEEE Transactions on Vehicular Technology, volume 66, issue 7, pp. 5723--5736, July 2017. [SCI] 影响因子: 4.066 (2016), 4.057 (5-year) (JCR一区)

  7. Jun Chen, Victor Lee, Kai Liu* and Jianjun Li. Efficient Cache Management for Network Coding Assisted Data Broadcast. IEEE Transactions on Vehicular Technology, volume 66, issue 4, pp. 3361--3375, April 2017. [SCI] 影响因子: 4.066 (2016), 4.057 (5-year) (JCR一区)

  8. Weiwei Wu*, Jianping Wang, Minming Li, Kai Liu, Shan Feng, and Junzhou Luo. Energy-efficient Transmission with Data Sharing in Participatory Sensing Systems. IEEE Journal on Selected Areas in Communications, volume 34, no. 12, pp. 4048--4062, December 2016. [SCI] 影响因子: 8.085 (2016), 7.620 (5-year) (JCR一区)

  9. Penglin Dai, Kai Liu*,Liang Feng, Qingfeng Zhuge, Victor Lee and Sang Son. Adaptive Scheduling for Real-time and Temporal Information Services in Vehicular Networks. Transportation Research Part C: Emerging Technologies, volume 71, pp.313-332, October 2016. [SCI] 影响因子: 3.805 (2016), 4.334 (5-year) (JCR一区)

  10. Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang Son. Quality of Experience Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 7, pp.1956-1967, July 2016. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)

  11. Kai Liu*, Joseph Ng, Junhua Wang, Victor Lee, Weiwei Wu, Sang Son. Network Coding Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 6, pp.1509-1520, June 2016. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)

  12. Kai Liu*, Joseph Ng, Victor Lee, Sang Son, Ivan Stojmenovic. Cooperative Data Schedulingin Hybrid Vehicular Networks: VANET as a Software Defined Network. IEEE/ACM Transactions on Networking, volume 24, issue 3, pp. 1759-1773, June 2016. [SCI] 影响因子: 3.376 (2016), 4.011 (5-year) (JCR一区)

  13. Xia Chen, Chao Chen* and Kai Liu. Scenic Travel Route Planning Based on Multi-Sourced and Heterogeneous Crowd-Sourced Data. Journal of Zhejiang University, volume 50, issue 6, pp. 10-15, June 2016.(in Chinese)

  14. G. G. Md. Nawaz Ali, Victor Lee, Edward Chan, Minming Li, Kai Liu*, Jingsong Lv and Jun Chen. Admission Control based Multi-channel Data Broadcasting for Real-time Multi-item Queries. IEEE Transactions on Broadcasting, volume 60, no 4, pp. 589-605, December 2014. [SCI] 影响因子: 2.625 (2013), 2.178 (5-year) (JCR一区)

  15. Kai Liu, Victor Lee, Joseph Ng, Jun Chen* and Sang Son. Temporal Data Dissemination inVehicular Cyber-Physical Systems. IEEE Transactions on Intelligent Transportation Systems, volume 15, no 6, pp. 2419-2431, December 2014. [SCI] 影响因子: 3.064 (2012), 3.263 (5-year) (JCR一区)

  16. Kai Liu, Victor Lee, Joseph Ng, Sang Son and Edwin Sha*. Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems. ACM Transactions on Embedded Computing Systems, volume 13, no. 5s, article 163, September 2014.[SCI] 影响因子: 0.680 (2013), 0.967 (5-year) 

  17. Kai Liu*, Hock Beng Lim, Emilio Frazzoli, Houling Ji and Victor Lee. Improving Positioning Accuracy Using GPS Pseudorange Measurements for Cooperative Vehicular Localization.  IEEE Transactions on Vehicular Technology, volume 63, no. 6, pp. 2544-2556, July 2014. [SCI] 影响因子: 2.642 (2013), 2.667 (5-year) (JCR一区)

  18. Jun Chen*, Victor Lee, Kai Liu, G. G. Md. Nawaz Ali and Edward Chan. Efficient Processing of Requests with Network Coding in On-demand Data Broadcast Environments. Information Sciences, volume 232, pp. 27-43, May 2013. [SCI] 影响因子: 3.893 (2013), 3.969 (5-year) (JCR一区)

  19. Kai Liu*, Edward Chan, Victor Lee, Krasimira Kapitanova and Sang Son. Design and Evaluation of Token-based Reservation for a Roadway System. Transportation Research Part C: Emerging Technologies, volume 26, pp. 184-202, January 2013. [SCI] 影响因子: 2.820 (2013), 3.118 (5-year) (JCR一区)

  20. Kai Liu* and Victor Lee. Adaptive Data Dissemination for Time-constrained Messages in Dynamic Vehicular Networks. Transportation Research Part C: Emerging Technologies, volume 21, issue 1, pp. 214-229, April 2012. [SCI] 影响因子: 2.006 (2012), 2.433 (5-year) (JCR一区) 

  21. Kai Liu and Victor Lee*. On-demand Broadcast for Multi-item Requests in a Multiple ChannelMobile Environment. Information Sciences, volume 180, issue 22, pp. 4336-4352, November 2010. [SCI] 影响因子:3.291 (2009), 3.089 (5-year) (JCR 一区)

  22. Victor Lee* and Kai Liu. Scheduling Time-Critical Requests for Multiple Data Objects in On-Demand Broadcast. Concurrency and Computation: Practice and Experience, volume 22, issue 15, pp. 2124-2143, October 2010. [SCI] 影响因子: 1.791 (2008), 1.322 (5-year) 

  23. Jun Chen, Victor Lee* and Kai Liu. On the Performance of Real-time Multi-item Request Scheduling in Data Broadcast Environments. Journal of Systems and Software, volume 83, issue 8, pp. 1337-1345, August 2010. [SCI] 影响因子:1.293 (2010), 1.293 (5-year) 

  24. Kai Liu and Victor Lee*. Performance Analysis of Data Scheduling Algorithms for Multi-item Requests in Multi-channel Broadcast Environments. International Journal of Communication Systems, volume 23, issue 4, pp. 529-542, April 2010. [SCI] 影响因子: 0.394 (2008), 0.421 (5-year) 

  25. Kai Liu and Victor Lee*. A Conflict Avoidance Data Allocation Algorithm in a Multi-channel Broadcast Environment. Journal of Networks, volume 5, no.3, pp. 343-350, March 2010.

  26. Kai Liu and Victor Lee*. Simulation Studies on Scheduling Requests for Multiple Data Itemsin On-demand Broadcast Environments. Performance Evaluation, volume 66, issue 7, pp. 368-379, July 2009. [SCI] 影响因子:1.524 (2008), 1.564 (5-year) 

  27. Dan Liu*, Wei Liu, Chao-shu Zuo and Kai Liu. A Security WSNs Routing Protocol Based on SEC-Tree. Journal of University of Electronic Science and Technology of China, volume 37, no.6, November 2008. (in Chinese)

  • 会议论文 

  1. Yong Liao, Xuanfan Shen, Xuewu Dai, Ming Zhao, Kai Liu, Daotong Li and Xin Zhou. Joint Channel Estimation and Decoding Design for Non stationary OFDM Channel.  IEEE Global Communications Conference: Wireless Communications (IEEE Globecom'17), Singapore, December 4-8, 2017. (CCF C类) 

  2. Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Victor Lee and Sang Son, A Memetic Algorithm for Cache aided Data Broadcast with Network Coding in Vehicular Networks. 2017 IEEE Global Communications Conference: Mobile and Wirelesss Networks (IEEE Globecom'17), Singapore, December 4-8, 2017. (CCF C类)

  3. L. Zhou, L. Feng, A. Gupta, Y.-S. Ong, K. Liu, C. Chen, E. Sha, B. Yang and B. W. Yan. Solving Dynamic Vehicle Routing Problem via Evolutionary Search with Learning Capability. IEEE Congress on Evolutionary Computation (IEEE CEC’17), Spain, June 5-8, 2017.

  4. Junhua Wang, Kai Liu*, Penglin Dai, Edwin H.-M. Sha, Liang Feng, Chao Chen and Chunhua Xiao. Cooperative Information Services Based on Predictable Trajectories in BusVANETs. Proc. of the 18th IEEE International Conference on High Performance Computing and Communications (IEEE HPCC'16), Sydney, Australia, December 12-14 2016. [CCF C类]

  5. Penglin Dai, Kai Liu*, Liang Feng, Qingfeng Zhuge, Victor Lee and Sang Son. Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. Proc. of the 41st IEEE Conference on Local Computer Networks (IEEE LCN'16), Dubai, UAE, November 7-10, 2016. [CCF C类]

  6. Penglin Dai, Kai Liu*,Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang Son. A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical System. Proc. of the 13th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC'16), Toulouse, France, July 18-21, 2016. [CCF C类]

  7. Byungjin Ko, Kai Liu and Sang Son*. Towards Efficient Data Services in Vehicular Networks via Cooperative Infrastructure-to-Vehicleand Vehicle-to-Vehicle Communications. Proc. of the 13th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC'16), Toulouse, France, July 18-21, 2016. [CCF C类]

  8. Zhengbin Ye, Liang Feng*, YewSoon Ong, Kai Liu, Chao Chen, Edwin Sha and Chit Lin Su. A Preliminary Study on Distance Selection in Probabilistic Memetic Framework for Capacitated Arc Routing Problem. Proc.of the 2016 IEEE World Congress on Computational Intelligence (IEEE WCCI-CEC'16), Vancouver, Canada, July 25-29, 2016. [智能计算领域旗舰会议]

  9. Houling Ji, Victor Lee, Chi-Yin Chow, Kai Liu*, and Guoqing Wu. Coding-based Cooperative Caching in Data Broadcast Environments. Proc.of the 15th International Conference on Algorithms and Architectures forParallel Processing (ICA3PP'15), Zhangjiajie, China, November 18-20, 2015. [CCF C类,最佳论文奖]

  10. Junhua Wang, Kai Liu*, Edwin Sha, Victor Lee, and Sang Son. An Efficient Cluster-based Data Sharing Algorithm for Bidirectional Road Scenarioin Vehicular Ad-hoc Networks. Proc. of the 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP'15), Zhangjiajie, China, November 18-20, 2015. [CCF C类]

  11. Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang H. Son. Vehicle Assisted Data Update for Temporal Information Servicein Vehicular Networks. Proc. of the 18th IEEE International Conferenceon Intelligent Transportation Systems (IEEE ITSC'15), Canary Islands, Spain, September 15-18,2015.[智能交通领域旗舰会议]

  12. Weiwei Wu, Jianping Wang, Minming Li, Kai Liu* and Junzhou Luo. Energy-efficient Transmission with Data Sharing. Proc. ofthe 34th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM'15), Hong Kong, 26 April - 1 May, 2015.  [CCF A类]

  13. Yaoxing Duan, Wendi Nie, Kai Liu*, Qingfeng Zhuge, EdwinSha, and Victor Lee. Joint Convergecast and Power Allocation in Wireless Sensor Networks. Proc. of the 15th International Conference on Parallel and Distributed Computing, Applications and Technologies (IEEE PDCAT'14), Hong Kong, December 9-11, 2014.

  14. Kai Liu*,Victor Lee, Joseph Ng, Weiwei Wu and Sang Son. Towards Scalable, Fair and Robust Data Dissemination via Cooperative Vehicular Communications. Proc.of the 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (IEEE RTCSA'14), Chongqing, China, August 20-22, 2014.

  15. G. G. Md. Nawaz Ali, Yuxuan Meng, Victor Lee, Kai Liu and Edward Chan*. Performance Improvement in Applying Network Coding to On-demand Scheduling Algorithms for Broadcasts in Wireless Networks. Proc. of  the 9th International Multi-Conference on Computing in the Global Information Technology (ICCGI'14), Seville, Spain, June 22-26, 2014.

  16. Kai Liu*, Victor Lee, Joseph Ng and Sang Son. Scheduling Temporal Data for Real-time Requests in Roadside-to-Vehicle Communication. Proc. of the 19th IEEEInternational Conference on Embedded and Real-Time Computing Systems and Applications (IEEE RTCSA'13), Taipei,Taiwan, August 19-21, 2013.

  17. Hock Beng Lim*, Ken Lip Ong, Jithendrian Sundaravaradan, Fei Xue, Kai Liu and Wenqiang Wang. Scaling Smart Spaces: Concept and Exploration. Proc. of the 10th Annual IEEE Consumer Communications and Networking Conference (IEEE CCNC'13-Demos), Las Vegas, Nevada, USA, January 11-14, 2013.

  18. Kai Liu* and Hock Beng Lim. Positioning Accuracy Improvement via Distributed Location Estimate in Cooperative Vehicular Networks. Proc. of the 15thInternational IEEE Conference on Intelligent Transportation Systems (IEEE ITSC'12), Anchorage,  AK, USA, September 16-19, 2012. [智能交通领域旗舰会议]

  19. Daiqin Yang, Fang Zhao, Kai Liu, Hock Beng Lim*, Emilio Frazzoli and Daniela Rus. A GPS Pseudorange Based Cooperative Vehicular Distance Measurement Technique. Proc. of the 75th IEEE Vehicular Technology Conference (IEEE VTC'12-Spring), Yokohama, Japan, May 6-9, 2012.

  20. Kai Liu*, Sang Son, Victor Lee and Krasimira Kapitanova. A Token-based Admission Controland Request Scheduling in Lane Reservation Systems. Proc. of the 14th International IEEE Conference on Intelligent Transportation Systems (IEEE ITSC'11), Washington DC, USA, October 5-7, 2011.

  21. Kai Liu*, Victor Lee. RSU-based Real-time Data Access in Dynamic Vehicular Networks. Proc. of the 13th International IEEE Conference onIntelligent Transportation Systems (IEEE ITSC'10), Madeira Island, Portugal, September 19-22, 2010. [智能交通领域旗舰会议]

  22. Jun Chen, Kai Liu and Victor C. S. Lee*. Analysis of Data Scheduling Algorithms in Supporting Real-time Multi-item Requests in On-demand Broadcast Environments. Proc. of the 8th International Workshop on Performance Modeling, Evaluation, and Optimization of Ubiquitous Computing and Networked Systems (IEEE PMEO-UCNS'09), Rome,Italy, May 25-29, 2009.

  23. Kai Liu and Victor Lee*. COS: Client Oriented Scheduling for Multi-channel On-demand Broadcast. Proc. of the 3rd International Conference on Ubiquitous Information Management and Communication (ACM ICUIMC'09), SKKU, Suwon, Korea, January 15-16, 2009.

  24. Kai Liu, Victor Lee* and Karl Leung. Data Scheduling for Multi-item Requests in Multi-channel On-demand Broadcast Environments. Proc. of the 7th ACM International Workshop on Data Engineering for Wireless and Mobile Access (ACM MobiDE'08), Vancouver, Canada, June 8-13, 2008.

  • 著作章节

  1. Kai Liu, Victor C.S. Lee, Sang Son, Joseph K.Y. Ng, Jiannong Cao and Hongwei Zhang. Chapter 3: Cooperative Data Scheduling via V2V/V2I Communications in Software Defined Vehicular Networks. Vehicle-to-Vehicle and Vehicle-to-Infrastructure Communications: A Technical Approach, Taylor & Francis LLC, CRC Press, 2017.

  2. Xiao Zhang, Enrique Onieva, Victor C.S. Lee and Kai Liu. Chapter 10: Congestion Prediction by means of Fuzzy Logic and Genetic Algorithms. Intelligent Transport Systems: Technologies and Applications, Wiley,ISBN: 978-1-118-89478-1, 368 pages, Nov. 2015.


专业服务

SS Co-Chair

  • The 15th International Conference on Industrial Informatics (IEEE INDIN’17), SS on Big Data Analysis and Diagnosis for Industrial Applications

Publication Chair

  • The 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'16)

Publicity Co-Chair

  • The 21st IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'15)

Program Committee Member

  • The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC'17)

  • The 32nd ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC'17 - CPS Track)

  • The 8th iCatse Conference on Information Science and Applications (ICISA'17)

  • The 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC'16)

  • The 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC'15)

  • The 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP'15)

  • The 21th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'15)

  • The 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA'14)

  • The 2nd International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA'14)

  • International Workshop on Embedded Multi-core Systems and Applications (IWMSA'14)

  • The 15th IEEE International Conference on High Performance Computing and Communications (HPCC'13)

Journal Review

  • IEEE Transactions on Intelligent Transportation Systems (TITS)

  • IEEE Transactions on Vehicular Technology (TVT)

  • IEEE Journal on Selected Areas in Communications (JSAC)

  • IEEE Transactions on Industrial Informatics (TII)

  • IEEE Transactions on Communications (ToC)

  • IEEE Transactions on Mobile Computing (TMC)

  • IEEE Transactions on Computers (TC)

  • ACM Transations on Cyber Physical Systems (TCPS)

  • ACM Transactions on Embedded Computing Systems (TECS)

  • Ad Hoc & Sensor Wireless Networks

  • Pervasive and Mobile Computing

  • Neural Computing and Applications

  • EURASIP Journal on Wireless Communications and Networking

  • International Journal of Distributed Sensor Networks

  • Journal of Information Science and Engineering

  • Journal of Convergence Information Technology

  • International Journal on Advances in Information Sciences and Service Sciences



















 

 

 

 

 

 

 

 

 

 

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