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  • 常相茂 ( 副教授 )

    的个人主页 http://faculty.nuaa.edu.cn/cxm3/zh_CN/index.htm

  •   副教授   硕士生导师
  • 招生学科专业:
    计算机科学与技术 -- 【招收硕士研究生】 -- 计算机科学与技术学院
    软件工程 -- 【招收硕士研究生】 -- 计算机科学与技术学院
    电子信息 -- 【招收硕士研究生】 -- 计算机科学与技术学院
个人简介:

2011年博士毕业于北京邮电大学网络与交换技术国家重点实验室信息安全中心

2008-2009期间在香港城市大学担任助理研究员
2013-2014期间在美国密歇根州立大学做博士后

2014年 南京航空航天大学 副教授

2021年 南京航空航天大学 专聘研究员


研究方向:

窄带物联网(NB-IoT),无线感知(利用无线信号或传感器对行为、睡眠、身体特征等进行感知)


发表学术论文情况:

Selected Publications

Journal:

14. Deliang Yang, Guoliang Xing, Jun Huang, Xiangmao Chang, and Xiaofan Jiang. "QID: Robust Mobile Device Recognition via a Multi-Coil Qi-Wireless Charging System." ACM Transactions on Internet of Things (TIOT) 3, no. 2 (2022): 1-27. 

13. Xiangmao Chang, Kai Chen, Guoliang XIng, Jun Huang, Bing Chen "Optimizing NB-IoT Power Consumption via Adaptive Radio Access. " IEEE Internet of Things Journal (IoTJ)9, no.6 (2021):4639-4703(SCI 1区期刊,IF=9.936)

12. Deliang Yang, Xuan Huang, Jun Huang, Xiangmao Chang, Guoliang Xing, Yang Yang, "A First Look at Energy Consumption of NB-IoT in the Wild: Tools and Large-Scale Measurement." IEEE/ACM Transactions on Networking (TON)29, no. 6 (2021): 2616-2631. (CCF推荐A类期刊,IF=3.56)

11. Xiangmao ChangJiahua DaiZhiyong Zhang, Kun Zhu, Guoliang Xing, "RF-RVM: Continuous Respiratory Volume Monitoring With COTS RFID Tags. " IEEE Internet of Things Journal (IoTJ) 8, no.16 (2021): 12892 - 12901. (SCI 1区期刊,IF=9.936)

10. Xiangmao ChangGangkai Li, Guoliang Xing, Kun Zhu, Linlin Tu. "DeepHeart: A Deep Learning Approach for Accurate Heart Rate Estimation from PPG Signals. " ACM Transactions on Sensor Networks (TOSN) 17, no. 2 (2021): 1-18.(CCF推荐B类期刊, IF=2.469)

9. Xiangmao ChangCheng Peng, Guoliang Xing, Tian Hao, and Gang Zhou. "iSleep: A Smartphone System for Unobtrusive Sleep Quality Monitoring. " ACM Transactions on Sensor Networks (TOSN) 16, no. 3 (2020): 1-32. (CCF推荐B类期刊,IF=2.469)

8. Chongguang Bi, Guoliang Xing, Tian Hao, Jina Huh-Yoo, Wei Peng, Mengyan Ma, and Xiangmao Chang. "FamilyLog: Monitoring Family Mealtime Activities by Mobile Devices." IEEE Transactions on Mobile Computing (TMC) 19, no. 8 (2019): 1818-1830. (CCF推荐A类期刊,IF=5.112)

7. Ruimin Zhao, Jin Wang, Kejie Lu, Xiangmao Chang, Juncheng Jia, and Shukui Zhang. "Optimal transmission topology construction and secure linear network coding design for virtual-source multicast with integral link rates." IEEE Transactions on Multimedia (TMM) 20, no. 11 (2018): 3069-3083. (CCF推荐B类期刊,IF=5.605)

6. Xiangmao ChangQuan Wang, Zhiguo Qu, and Yanchao Zhao. "The integration of compressive sensing and clustering for date gathering in unmanned aircraft system–aided networks." International Journal of Distributed Sensor Networks (IJDSN) 13, no. 8 (2017): 1550147717727713. (SCI检索,IF=1.151)

5. Xiangmao Chang, Jun Huang, Shucheng Liu, Guoliang Xing, Hongwei Zhang, Jianping Wang, Liusheng Huang, and Yi Zhuang. "Accuracy-aware interference modeling and measurement in wireless sensor networks. " IEEE Transactions on Mobile Computing (TMC) 15, no. 2 (2016): 278-291. (CCF推荐A类期刊,IF=5.112)

4. Xiangmao Chang, Jin Wang, Jianping Wang, Kejie Lu, and Yi Zhuang. "On the optimal design of secure network coding against wiretapping attack." Computer Networks (ComNet) 99 (2016): 82-98. (CCF推荐B类期刊,IF= 3.111)

3. Yu Wang, Rui Tan, Guoliang Xing, Jianxun Wang, Xiaobo Tan, Xiaoming Liu, and Xiangmao Chang. "Monitoring aquatic debris using smartphone-based robots." IEEE Transactions on Mobile Computing (TMC) 15, no. 6 (2015): 1412-1426. (CCF推荐A类期刊,IF=5.112)

2. Xiangmao Chang, Rui Tan, Guoliang Xing, Zhaohui Yuan, Chenyang Lu, Yixin Chen, and Yixian Yang. "Sensor placement algorithms for fusion-based surveillance networks." IEEE Transactions on Parallel and Distributed Systems (TPDS) 22, no. 8 (2011): 1407-1414. (CCF推荐A类期刊,IF=2.6)

1. Guoliang Xing, Xiangmao Chang, Chenyang Lu, Jianping Wang, Ke Shen, Robert Pless, and Joseph A. O'Sullivan. "Efficient coverage maintenance based on probabilistic distributed detection." IEEE Transactions on Mobile Computing (TMC) 9, no. 9 (2010): 1346-1360. (CCF推荐A类期刊,IF=5.112)

 

Conference:

8. Muhammad Waqas IsaXiangmao Chang, "IoT-based Non-Intrusive Energy Wastage Monitoring in Modern Building Units." International Conference on Wireless Algorithms, Systems, and Applications (WASA),pp. 177-189, Springer, Cham, 2021. (CCF推荐C类会议)

7. Yusheng QiuXiangmao Chang, "Fine-Grained Measurements of Repetitions on Performance of NB-IoT." International Conference on Wireless Algorithms, Systems, and Applications (WASA),pp. 469-480, Springer, Cham, 2021. (CCF推荐C类会议)

6. Deliang Yang, Xianghui Zhang, Xuan Huang, Liqian Shen, Jun Huang, Xiangmao Chang, Guoliang Xing. "Understanding power consumption of NB-IoT in the wild: tool and large-scale measurement. " ACM MobiCom, pp. 1-13. 2020. (CCF推荐A类会议)

5. Liqian ShenXiangmao ChangYusheng Qiu, Guoliang Xing, Deliang Yang. "Measuring and Optimizing Cell Selection of NB-IoT Network." The 17th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), pp. 1-9. 2020. (CCF推荐C类会议)

4. Xiangmao ChangXianghui ZhangMuhammad Waqas Isa; Weiwei Wu; Yan Li; RF-WTI: Wood Types Identification based on Commodity RFID Devices, The 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, 2020. (CCF推荐C类会议)

3. Deliang Yang, Guoliang Xing, Jun Huang, Xiangmao Chang, and Xiaofan Jiang. "QID: Identifying Mobile Devices via Wireless Charging Fingerprints." In 2020 IEEE/ACM Fifth International Conference on Internet-of-Things Design and Implementation (IoTDI), pp. 1-13. IEEE, 2020.

2. Xiangmao ChangGangkai Li, Linlin Tu, Guoliang Xing, and Tian Hao. "DeepHeart: Accurate Heart Rate Estimation from PPG Signals Based on Deep Learning." In 2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp. 371-379. IEEE, 2019. (CCF推荐C类会议)

1. Xiangmao Chang, Jin Wang, Jianping Wang, Victor Lee, Kejie Lu, and Yixian Yang. "On achieving maximum secure throughput using network coding against wiretap attack." In 2010 IEEE 30th International Conference on Distributed Computing Systems (ICDCS), pp. 526-535. IEEE, 2010. (CCF推荐B类会议)


中文论文

6. 常相茂,占俊,王志伟.低开销的NB-IoT节点群组身份安全认证协议[J].通信学报,2021,42(12):152-162. (CCF推荐T1类期刊)

5. 王杜毅,常相茂.MeterEye:基于NB-IoT和图像处理的普适远程抄表系统[J].小型微型计算机系统,2021,42(09):1950-1954.(CCF推荐T2类期刊)

4. 徐晓翔,常相茂,陈方进.基于RFID标签阵列的睡眠期间呼吸量连续监测系统[J].计算机应用,2020,40(05):1534-1538.(CCF推荐T2类期刊)

3. 仇媛,常相茂,仇倩,彭程,苏善婷.基于长短期记忆网络和滑动窗口的流数据异常检测方法[J].计算机应用,2020,40(05):1335-1339.(CCF推荐T2类期刊)

2. 彭程,常相茂,仇媛.基于心率变异性分析的睡眠音乐推荐系统[J].计算机应用,2020,40(05):1539-1544.(CCF推荐T2类期刊)

1. 薛羽,庄毅,顾晶晶,常相茂,王洲.自适应离散差分进化算法策略的选择[J].软件学报,2014,25(05):984-996.(CCF推荐T1类期刊)


Full Publication List:

https://dblp.uni-trier.de/pers/hd/c/Chang:Xiangmao

https://scholar.google.com/citations?user=MBNHBWEAAAAJ&hl=en


授权专利:

7. 常相茂,陈方进. 基于RFID 标签的木材种类识别系统及方法. 发明专利,授权公告日:2022/3/18,中国,专利号:ZL201910975895. 3.

6. 常相茂,彭程. 一种两人场景下目标个体打呼区分方法. 发明专利,授权公告日:2022/3/25,中国,专利号:ZL201910628651. 8.

5. 常相茂,王杜毅. 一种物联网节点群组身份安全认证方法. 发明专利,授权公告日:2021/6/8,中国,专利号:ZL202010811970.5.

4. 常相茂,陈奕臻. 一种基于构造干扰的无线传感器网络数据分发的拓扑控制方法. 发明专利,授权公告日:2020/12/25,中国,专利号:ZL201810758644.5.

3. 常相茂,徐晓翔. 基于RFID 标签的人体呼吸量评估系统及方法. 发明专利,授权公告日:2020/8/25,中国,专利号:ZL201910634359.7.

2. 常相茂,苏善婷. 一种分层故障诊断模型及方法. 发明专利,授权公告日:2020/8/11,中国,专利号:ZL201910634359.7.

1. 常相茂,李钢凯. 基于腕带式PPG 和深度学习的心率监测系统及方法. 发明专利,授权公告日:2020/8/4,中国,专利号:ZL201910961846.4.


出版教材:常相茂,周玉倩,信息安全数学基础,西安电子科技大学出版社,2019.


先后承担的纵向科研项目情况:

针对低功率无线网络并发传输的干扰模型和协议研究,国家自然科学基金面上项目,项目负责人

基于干扰测量模型的低功率无线网络并发传输协议研究,江苏省自然科学基金面上项目,项目负责人

基于数据融合的大规模无线传感器网络的时空覆盖研究,国家自然科学基金青年项目,项目负责人

协作式无线传感器网络中统一感知与通信的能量管理研究,国家博士后基金,项目负责人


兼职情况:

江苏省计算机学会网络与分布计算专委会 秘书长 (2014年-现在);

ACM SIGBED 委员;

CCF普适计算专委会 委员;

EWSN 2020,MSN 2019,CHASE 2021等国际会议TPC Member;

ACM Transactions on Computing for Healthcare, Transactions on Emerging Telecommunications Technologies,China Communications等期刊审稿人。


指导研究生情况:

在读研究生7名,毕业学生进入英特尔(上海)、Shopee(深圳)、华为、小米、荣耀、中国电科等知名企业。

工作经历
  • 2011.7 -- 至今

    南京航空航天大学