刘军 ,电气工程系副主任,副教授,硕士研究生导师liujun7700@163.com 研究领域:智能感知、工业物联网、智能电网,深度学习、图像处理 主授课程:电力系统工程、Ucos操作系统、物联网感知与控制技术 教育经历: 2012-09 至 2015-06, 广东工业大学, 控制科学与工程, 博士 2014-11 -2015-01 在芬兰-坦佩雷理工大学 从事 环境友好型物联网RFID设计与研究 2015-01 -2015-03 在英国-格拉斯哥大学 从事 微纳卫星(CubeSat)太赫兹射频通信研究 |
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博士后工作经历:
2019.07-2021.06 南京农业大学 农业工程 博士后
工作经历(博士后工作经历除外):
(1) 2015-09 2019-12, 广东技术师范大学, 自动化学院, 讲师
(1) 2020-01 至 今, 广东技术师范大学, 自动化学院, 副教授
近五年主持或参加的科学研究项目/课题:
(1) 广州市重点研发计划,基于深度学习的SMT产线3D视觉检测系统研究及应用, 2023-04-2026-03,25万,在研,校方负责人。
(2) 广东省基础与应用基础研究基金联合基金(广东省自然科学基金项目),工业物联网面向复合事件的协同感知与计算。2020.10-2023.09,10万元,结题,主持。
近五年主持或参加的教学研究项目/课题:
(1) 广东技术师范大学质量工程 电气工程及其自动化-卓越工程师班,2020-08至2024-07,在研,主持
(2) 广东技术师范大学研究生教育创新计划项目,智能电力物联网应用案例,2024-06至2025-06,在研,主持
代表性成果和学术奖励情况:
一、个人代表性论著(请在“申请书详情”界面,点开“人员信息”-“代表性成果”卡片查看对 应的全文):
1. Jun Liu, Junyuan Dong, Mingming Hu, Xu Lu. UDS-SLAM: real-time robust visual SLAM based on semantic segmentation in dynamic scenes, Industrial Robot, 2024,ol. 51 No. 2, pp. 206-218. (四区)
2. Jun Liu, Yuan jun Dong and Xu Lu*,The Application of a Lightweight Model FA-YOLOv5 with Fused Attention Mechanism in Insulator Defect Detection, “Frontiers in Energy Research-Smart Grids”. (四区)
3. Jun Liu, MingMing Hu, JunYuan Dong, Xu Lu. Summary of insulator defect detection based on deep learning[J]. Electric Power Systems Research, 2023, 224: 109688.(三区)
4.Liu Jun, Shu Lei, Lu Xu, et al. Survey of Intelligent Agricultural IoT Based on 5G[J]. Electronics, 2023, 12(10): 2336. (三区)
5. Xu Lu, Kezhou Chen, Jun Liu, Rongjun Chen, Wanqing Wu, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Sara A. Althubiti. ASHEED: Attention-shifting Mechanism for Depolarization of Cluster Head Energy Consumption in the Smart Sensing System, Expert Systems with Applications, Volume 203, 2022, 117524. (一区)
6. Zhize Li, Jun Liu, Kezhou Chen, Xiang Gao, Chenshuo Tang, Chao Xie and Xu Lu. Sensing for Target Tracking: Architecture, Techniques, Applications, and Challenges." Measurement Science and Technology (2023). Vol. 34, No. 7.(三区)
7. Kezhou Chen, Xu Lu, Rongjun Chen, Jun Liu. Wireless Wearable Biosensor Smart Physiological Monitoring System for Risk Avoidance and Rescue. Mathematical Biosciences and Engineering. 2022 Jan;19(2):1496-1514. (四区)
8.Jun Liu, Fei Yuan, Jianhua Wang and Xu Lu*, "Efficient Matching of Multi-Modal Sensing Nodes for Collaborative Sense Optimization of Composite Events," in IEEE Access, vol. 7, pp. 47185-47196, 2019. doi: 10.1109/ACCESS.2019.2909283(SCI Index, WOS:000466490400001)
9.Jun Liu,Xu Lu, Jianhua Wang. Optimization Collaborative Sense of Event Area in Smart Camera Networks, International Journal of Computer Applications in Technology[J].2019, 60(1):1-9. (EI Index).
10.Jun Liu, Wei Qi, Xu Lu. Multi-step Reinforcement Learning Algorithm of Mobile Robot Path Planning Based on Virtual Potential Field[C]. ICYCSEE 2017, Data Science, ChangSha pp.528-538. (EI Index) Oral Presentation. (EI:20174004226629)
11.Jun Liu, Xu Lu, Tao Wang. (2019) ‘A reliable sense maintenance scheme by sense holes recognised and self-healing in sensor networks of internet of things’, International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), 2019,Vol. 31, No. 4, pp.255–265. (SCI Index)
12.Jun Liu, Lianglun Cheng, Tao Wang, Jianghua Wang. Sparse Deployment Scheme in Mobile Sensor Networks with Prioritized Event Area[J]. International Journal of Communication Systems, 2016, 29(4):760-771. (SCI 收录)
13.Jun Liu, Lianglun Cheng, Tao Wang, Jianghua Wang. Mobile Barrier Deployment in Wireless Sensor Networks[J]. International Journal of Control and Automation.2014,7(5):49-62.(EI 收录)
14.刘军;程良伦;王建华;王涛. 移动传感器网络非均匀事件区域节点部署优化[J].电子学报. 2015, 43(12):2402-2407. (EI 收录)
15.刘军;程良伦;王建华;王涛. 一种混合异构传感网的覆盖洞修补算法[J].控制与决策.2015, 30(11):2080-2084. (EI 收录)
16.刘军;程良伦;王建华. 一种传感器网络的分布式多播路由优化算法[J].电子与信息学报 2013,35(10):2328-2334.(EI 收录)
17.Wang Jianhua, Jun Liu, Johanna Virkki, et al. Brush-painting and photonical sintering of copper and silver inks on cotton fabric to form antennas for wearable UHF RFID tags[J]. Textile Research Journal, 2016, 86(15):1616-1624. ( SCI 收录)
18.刘军,程良伦,王涛,王建华.面向可靠感知的传感网节点部署优化算法[J].吉林大学学报(工学版),2015, 45(5):1941-1945. (EI 收录)
19. Xu Lu, Lianglun Cheng, Jun Liu, Rongjun Chen, "Compressed Sensing-based Multiple-target Tracking Algorithm for Ad Hoc Camera Sensor Networks," KSII Transactions on Internet and Information Systems, vol. 12, no. 3, pp. 1287-1300, 2018. DOI: 10.3837/tiis.2018.03.017 (SCI检索)
20. 卢旭,刘军,袁飞. 基于移动Sink的自组织视频传感网络目标跟踪算法[J].传感技术学报,2016,29(9):1430-1434.
21. Xu Lu, Jun Liu, Wei Qi, Qingyun Dai. Multiple-target tracking based on compressed sensing in the Internet of Things[J]. Journal of Network and Computer Applications, 2018, 122: 16-23. (SCI)
22. Xu Lu, Rongjun Chen, Jun Liu, Lianglun Cheng. Square Partition-Based Node Scheduling Algorithm for Wireless Passive Sensor Networks[J]. International Journal of Communication Systems, 2018, 31(8): e3531. (SCI检索)
二、论著之外的个人代表性成果和奖励:
(1) 科技奖励:2021年广东省科学技术奖-技术发明奖二等奖-院感防控智能医疗机器人关键技术及应用 刘军(第四)
(2) 刘军,卢旭,祁伟,袁飞,肖应旺.一种制造物联网RFID读写器节点部署优化方法.授权号:ZL201610889921.7
(3) 刘军,卢旭,祁伟,肖应旺,袁飞.一种感知数据获取方法.授权号:ZL201710080729.8
(4) 刘军,卢旭.一种基于刚性图理论的多无人机编队自组织协同控制方法.申请号:201710693200.3授权。
(5) 刘军,卢旭,袁飞,肖应旺,熊健斌.一种基于最大权二分匹配的复合事件感知方法.授权号:ZL201810047838.4,授权。
(6) 刘军,谢泰荣,张先勇,卢旭,袁飞.一种面向NB-IoT的大规模随机接入拥塞控制优化方法. 申请号: 202010413858.6, ZL 2020 1 0413858.6,授权,2023.04.28.
(7) 刘军,董俊源,卢旭,袁飞.一种动态场景下基于语义分割的实时鲁棒SLAM算法.申请号:2023113359717.
(8) 刘军,胡明明,卢旭,袁飞.基于FA-YOLOv5的轻量化绝缘子缺陷检测方法及装置.申请号:2023113362527.
指导学生科创活动和获奖情况:
2023年广东省电子设计大赛 三等奖 指导老师
2022年广东省CAD图形设计职业技能竞赛 优秀指导老师一等奖