2006.1 — 2010.6 博士 数据通信与网络 英国索尔福德大学 2004.9 — 2006.6 硕士 数据通信与网络 英国索尔福德大学 1998.9 — 2002.7 学士 计算机科学与技术 株洲工学院（湖南工业大学）

1. 学习经历 2006.1 — 2010.6 博士 数据通信与网络 英国索尔福德大学 2004.9 — 2006.6 硕士 数据通信与网络 英国索尔福德大学 1998.9 — 2002.7 学士 计算机科学与技术 株洲工学院（湖南工业大学）

一、承担科研项目海外项目1. HORIZON2020: MARIE SKODOWSKA-CURIE ACTIONS INDIVIDUAL FELLOWSHIPS (欧盟地平线2020计划：玛丽·斯克沃多夫斯卡-居里行动学者)，2016年2. DigitalEnvironment Home Energy Management System, EU FP7 (224609), 2009.9 - 2011.5, participatedas a Research Assistant3. High Accuracy DAConverter System, Salford Electronic Consultants Ltd. (TL50106), 2009.8 –2010.1, PI4. An Energy UsageMonitoring System, Salford Electronic Consultants Ltd. (TL50121), 2009.4 –2010.1, PI5. AVehicle Monitoring Plan Based on an SMS/GSM System, Salford Electronic Consultants Ltd.(TL50112),2008.8 – 2008.10, PI6. AVehicle Positioning System Using GPRS/GPS, Salford Electronic Consultants Ltd.(TL50117),2008.10 – 2009.4, PI7. So howgreen are you? Looking at how you consume energy in your home, Early CareerAward, 2010, co-PI2、国内项目1)1.江苏省第五期“333高层次人才培养工程”，江苏省委组织部，2016年2.基于云架构的电能消费轻量反馈关键技术研发，“六大人才高峰”，江苏省人力资源和社会保障厅，2014.10-2016.12，5万，主持3.基于轻量传感器网络的需求侧安全直接反馈及行为激励策略关键方法研究，国家自然科学基金（61300238），国家自科基金委，2014.1-2016.12，25万，主持4.智能电网需求侧实时反馈关键方法及节能激励策略研究，江苏省自然科学基金（BK20131004），江苏省科技厅，2013.7-2016.6，20万，主持5.物联网中基于用户上下文的能源使用评估系统，南京市留学回国资助项目，南京市人社局，2012.1– 2012.12，2万，主持6.温室大棚气象灾害预警及设施环境智能化控制关键技术研究，苏州市科技计划项目（应用基础研究计划），苏州市科技局，2013.7-2015.6，10万，主持7.基于物联网技术的循环农业应用研究与示范，江苏省科技支撑计划（农业），江苏省科技厅（BE2012473），2012.03-2014.12，20万，第二主持8.激光射击系统，企业委托项目，2015.9-2016.12，8万，主持9.基于无线网络的车辆检测数据汇聚方法研究，企业委托项目，2014.11-2015.12，30万，主持10.扬子石化物联网技术咨询与应用示范项目，企业委托项目，2012.3-2012.6，5万，主持11.基于循环农业的物联网基地建设,企业委托项目, 2012.3-2014.12，4万，主持二、科研成果1、

论文发表情况1）期刊论文[1] [1] Qi Liu, F. Chen, F.Chen, Z. Wu, X. Liu, and N. Linge, "Home appliances classification basedon multi-feature using ELM," International Journal of Sensor Networks,Vol. 28, No. 1, pp. 34-42, 2018. DOI: 10.1504/IJSNET.2018.10015979. (SCI)[2] XiaodongLiu and Qi Liu, "A virtualuneven grid-based routing protocol for mobile sink-based WSNs in a smart homesystem", Personal and Ubiquitous Computing, Vol. 22, no. 1, pp. 111-120,Feb. 2018. DOI: 10.1007/s00779-017-1093-2. (SCI)[3] Qi Liu, Xuedong Chen,Xiaodong Liu and Nigel Linge, “CACA-UAN：AContext-Aware Communication Approach to Efficient and Reliable UnderwaterAcoustic Sensor Networks”, International Journal of Sensor Networks, Vol. 26,no.1, pp. 1-11, 2018. (SCI) DOI:10.1504/IJSNET.2017.10007398[4] Qi Liu, Kai Zhang, XiaodongLiu and Nigel Linge, “Grid Routing: An Energy-Efficient Routing Protocol forWSNs with Single Mobile Sink”, International Journal of Sensor Networks, Vol.25, no. 2, pp. 93-103, 2017. (SCI) DOI:10.1504/IJSNET.2017.10007397[5] Qi Liu, Weidong Cai, QiangLiu, Jian Shen, Zhangjie Fu, Xiaodong Liu, Nigel Linge, “An AdaptivelySpeculative Execution Strategy Based on Real-Time Resource Awareness in aMulti-Job Heterogeneous Environment”, KSII Transactions on Internet andInformation Systems, Vol. 11, no. 2, pp. 670-686, 2017. DOI:10.3837/tiis.2017.02.004 (SCI)[6] Qi Liu, Shengjun Li, XiaodongLiu, Nigel Linge, “A Method for Electric Load Data Verification and Repair in aHome Energy Management Environment”, International Journal of Embedded SystemsVol. 10, no. 3, pp. 248 - 256, 2018. DOI: 10.1504/IJES.2018.091788, 2018. (EI)[7] Qi Liu, Min Lu, XiaodongLiu, Nigel Linge, “Non-Intrusive Load Monitoring and Its Challenges in a NILMSystem Framework”, International Journal of High Performance Computing andNetworking, to be published, 2017. (EI)[8] Qi Liu, Weidong Cai,Jian Shen, Xiaodong Liu and Nigel Linge, “An adaptive approach to better loadbalancing in a consumer-centric cloud environment”, IEEE Transactions onConsumer Electronics, Vol. 62, no. 3, pp. 243-250, 2016. DOI:10.1109/TCE.2016.7613190 (SCI)[9] Qi Liu, Weidong Cai,Jian Shen, Zhangjie Fu, Xiaodong Liu and Nigel Linge, “A speculative approachto spatial-temporal efficiency with multi-objective optimization in aheterogeneous cloud environment”, Security and Communication Networks, Vol. 9,no. 17, pp. 4002–4012, 2016. DOI: 10.1002/sec.1582 (SCI)[10] Qi Liu, Weidong Cai,Dandan Jin, Jian Shen, Zhangjie Fu, Xiaodong Liu and Nigel Linge, “EstimationAccuracy on Execution Time of Run-Time Tasks in a Heterogeneous DistributedEnvironment”, Sensors, Vol. 16, no. 9, 1386, 2016. DOI:10.3390/s16091386 (SCI).2）会议论文[1] [1]Qi Liu,Xuedong Chen, Xiaodong Liu, Nigel Linge, ‘CACA-UAN: A Context-AwareCommunication Approach Based on the Underwater Acoustic Sensor Network’,Proceedings of the 2nd International Conference on Cloud Computing and Security(ICCCS 2016), Nanjing, China, pp. 37-47. (EI)[2]Qi Liu,Dandan Jin, Xiaodong Liu and Nigel Linge, A Survey of Speculative ExecutionStrategy in MapReduce, ICCCS 2016, Part I, LNCS 10039, pp. 296–307, 2016. (EI)[3]Qi Liu,Shengjun Li, Xiaodong Liu and Nigel Linge, A Method for Electric Load DataVerification and Repair in Home Environment, ICCCS 2016, Part II, LNCS 10040, pp.244–253, 2016. (EI)[4]Qi Liu, MinLu, Xiaodong Liu and Nigel Linge, An Introduction of Non-intrusive LoadMonitoring and Its Challenges in System Framework, ICCCS 2016, Part II, LNCS10040, pp. 254–263, 2016. (EI)[5]Qi Liu, KaiZhang, Xiaodong Liu and Nigel Linge, Grid Routing: An Energy-Efficient RoutingProtocol for WSNs with Single Mobile Sink, ICCCS 2016, Part II, LNCS 10040, pp.232–243, 2016. (EI)[6]Qi Liu,Weidong Cai, Jian Shen, Zhangjie Fu, Nigel Linge, A Smart Speculative ExecutionStrategy based on Node Classification for Heterogeneous Hadoop Systems, the18th International Conference on Advanced Communication Technology (ICACT), pp.223-227, Korea, 2016. (EI)[7]Qi Liu, KaiZhang, Jian Shen, Zhangjie Fu, Nigel Linge, GLRM：AnImproved Grid-based Load-balanced Routing Method for WSN with Single ControlledMobile Sink, the 18th International Conference on Advanced CommunicationTechnology (ICACT), pp. 34-38, Korea, 2016. (EI)[8]Qi Liu,Weidong Cai, Zhangjie Fu, Jian Shen, Nigel Linge, An Optimized Strategy forSpeculative Execution in a Heterogeneous environment, the 9th International Conferenceon Future Generation Communication and Networking (FGCN), pp. 9-12, Korea,2016. (EI)[9]Qi Liu,Weidong Cai, Jian Shen, Dandan Jin, Nigel Linge, A Load-Balancing ApproachBased on Modified K-ELM and NSGA-II in a Heterogeneous Cloud Environment, 2016IEEE International Conference on Consumer Electronics (ICCE 2016), pp. 415-416,USA, 2016. (EI)[10]QiLiu, Weidong Cai, JianShen, Baowei Wang, Zhangjie Fu and Nigel Linge, An Extreme Learning Approach toFast Prediction in the Reduce Phase of a Cloud Platform, ICCCS 2015, LNCS 9483,pp. 417–423, 2015. (EI).

2.专利情况1）发明专利情况1.刘琦、蔡卫东、肖博、沈剑、付章杰，一种智能车窗控制系统及其控制方法，发明专利，2017-01-18，已授权ZL201510713124.92）实用新型专利情况1.刘琦、张凯、沈剑、李鑫，一种基于多传感器的癫痫病人户外监测系统，实用新型，2015-12-16，已授权ZL201520489530.72.刘琦、蔡卫东、肖博、沈剑、付章杰，一种智能车窗控制系统，实用新型，2016-03-23，已授权ZL201520841750.13. 刘琦、李鑫、蔡卫东，一种电力需求侧能源信息采集节点，实用新型，2016-03-02，已授权ZL201520851977.44.刘琦、蔡卫东、肖博、沈剑、付章杰，一种基于超声波测距和车速传感器的车载智能提示装置，实用新型，2015-11-11，已授权ZL2015201481284.05.刘琦、蔡卫东，基于北斗定位及车速检测的城市车辆动态分布监控系统，实用新型，2015-08-19，已授权ZL201520297879.0