物联网、普适计算、移动计算、泛在智能感知

081202-计算机软件与理论

083500-软件工程
081202-计算机软件与理论

普适计算，移动计算，无线感知，大数据

2014-09--2018-01   中国科学院大学   工学博士
2010-09--2013-07   中国科学院大学   工学硕士
2006-09--2010-07   西安电子科技大学   工学学士

研究生

工学博士

2024-10~现在, 中国科学院软件研究所, 研究员

2024-10~现在, 中国科学院软件研究所, 研究员
2019-10~2024-10,中国科学院软件研究所, 副研究员
2018-11~2019-05,法国国立电信学院, 国家公派博士后
2016-09~2016-12,美国马萨诸塞大学, 研究助理
2014-04~2014-09,香港浸会大学, 研究助理

2022-04-01-今,计算机学会高级会员,
2020-01-01-今,计算机学会普适计算专委会委员,

并行与分布式计算

国家优秀青年基金获得者 2024

AIoTSys 青年科学家奖 2023

CCF TPCI最佳论文奖 2023

北京市科技新星 2022

吴文俊人工智能优秀青年奖 2022

ACM SIGMOBILE China 新星奖 2022

微软亚洲研究院铸星计划青年学者 2022

Moibcom Best Paper Award Runner-up 2022

Moibcom Best Community Paper Award Runner-up 2022

中国科学院软件研究所杰出青年人才 2022

IPIN 2022国际室内定位与室内导航（IPIN）大赛冠军

UBICOMP 2021杰出论文奖 （Distinguish Paper Award）

IPIN 2021/2022国际室内定位与室内导航（IPIN）大赛冠军

第十六届全国普适计算学术会议(PCC 2020)最佳论文奖

中国科学院青年创新促进会会员 2020

中国科学院软件研究所优秀青年人才 2019

MobiQuitous 2017最佳论文提名奖

[1] 张扶桑, 金蓓弘, 王志. 一种基于智能音箱的非接触式心跳检测方法. CN: CN112450900A, 2021-03-09.
[2] 张扶桑, 金蓓弘. 一种基于物联网LoRa信号的非接触感知方法. CN: CN111600617A, 2020-08-28.
[3] 金蓓弘, 崔艳玲, 张扶桑. 一种挖掘时空关联关系的实时高速公路流量估计方法. CN: CN107516417B, 2019-09-17.
[4] 金蓓弘, 崔艳玲, 张扶桑. 一种基于数据融合的高速公路路况信息实时获取方法. 中国: CN106205114B, 2018-05-18.

   

[1] Enze Yi, Dan Wu, 熊杰, 张扶桑. BFMSense: WiFi Sensing Using Beamforming Feedback Matrix. NSDI（CCF A）[J]. 2024, 第 4 作者
[2] 马俊麒, 张扶桑, 金蓓弘. Push the Limit of Highly Accurate Ranging on Commercial UWB Devices, the ACM on Interactive. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A). 2024, 第 2 作者
[3] 王志, 金蓓弘, 张扶桑, 李思恒, 马俊麒. UWB-enabled Sensing for Fast and Effortless Blood Pressure Monitoring. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A). 2024, 第 3 作者
[4] 苏玉琪, 张扶桑. Embracing Distributed Acoustic Sensing in Car Cabin for Children Presence Detection. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A). 2024, 第 2 作者
[5] 常兆心, 张扶桑, 熊杰. MSense: Boosting Wireless Sensing Capability Under Motion Interference. ACM MobiCom ’24 （CCF A）. 2024, 第 2 作者  通讯作者  
[6] Jinyi Liu, 李文威, Tao Gu, Ruiyang Gao, Bin Chen, 张扶桑. Towards a Dynamic Fresnel Zone Model to WiFi-based Human Activity Recognition. the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT). 2023, 第 6 作者
[7] XUSHENG ZHANG, Duo Zhang, YAXIONG XIE, 张扶桑. LoCal: An Automatic Location Attribute Calibration Approach for Large-Scale Deployment of mmWave-based Sensing Systems. the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT). 2023, 第 4 作者
[8] Enze Yi, 张扶桑. Enabling WiFi Sensing on New Generation WiFi Cards. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A). 2023, 第 2 作者
[9] WEIYAN CHEN, HONGLIU YANG, XIAOYANG BI, Zheng, Rong, 张扶桑. Environment-aware Multi-person Tracking in Indoor Environments with MmWave Radars. the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT). 2023, 第 5 作者
[10] Fusang Zhang, Beihong Jin, Zitong Lan, Zhaoxin Chang, Daqing Zhang, Yuechun Jiao, Meng Shi, Jie Xiong. Quantum Wireless Sensing: Principle, Design and Implementation. ACM MobiCom ’23 （CCF A）. 2023, 第 1 作者
[11] 苏畅, 张扶桑, 金蓓弘. UWBLoc: NLoS Mitigation for Practical UWB Localization Localization. The 20th IEEE International Conference on Ubiquitous Intelligence and Computing. 2023, 第 2 作者
[12] 陈蔚燕, 张扶桑, 刘俊杰, 包鹏, 张大庆. 基于IR-UWB雷达的多视角融合动态目标追踪. 软件学报[J]. 2023, 第 2 作者34(12): 5457-5476, http://lib.cqvip.com/Qikan/Article/Detail?id=7111038680.
[13] 张扶桑. Mobi2Sense: Enabling Contactless Sensing with Mobility. ACM MobiCom ’22[J]. 2022, 第 1 作者
[14] Jiazhi Ni, 张扶桑. Experience: Pushing Indoor Localization from Laboratory to the Wild. ACM MobiCom ’22[J]. 2022, 第 2 作者
[15] 马俊麒, 常兆心, 张扶桑. Involving ultra-wideband in consumer-level devices into the ecosystem of wireless sensing. Mobicom demo. 2022, 第 3 作者
[16] 张扶桑. Embracing Consumer-level UWB-equipped Devices for Fine-grained Wireless Sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA. 2022, 第 1 作者
[17] Jialin Liu, Dong Li, Lei Wang, 张扶桑. Enabling Contact-free Acoustic Sensing under Device Motion, the ACM on Interactive. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA. 2022, 第 4 作者
[18] LEI WANG, Wei Li, Ke Sun, 张扶桑. LoEar: Push the Range Limit of Acoustic Sensing for Vital Sign Monitoring. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA. 2022, 第 4 作者
[19] 常兆心, 马俊麒, 张扶桑. Mobi2Sense: enabling wireless sensing under device motions, Mobicom demo, 2022. Mobicom demo. 2022, 第 3 作者
[20] 王志, 金蓓弘. ECG-grained Cardiac Monitoring Using UWB Signals. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies[J]. 2022, 
[21] Weiyan Chen, 张扶桑. Constructing Floor Plan through Smoke using Ultra Wideband Radar. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA. 2022, 第 2 作者
[22] 常兆心, 张扶桑, 熊杰, 马俊麒, 金蓓弘, 张大庆. Sensor-free Soil Moisture Sensing Using LoRa Signals. ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) (CCF A). 2022, 第 2 作者  通讯作者  
[23] Niu, Kai, Wang, Xuanzhi, Zhang, Fusang, Zheng, Rong, Yao, Zhiyun, Zhang, Daqing. Rethinking Doppler Effect for Accurate Velocity Estimation With Commodity WiFi Devices. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS[J]. 2022, 第 3 作者40(7): 2164-2178, http://dx.doi.org/10.1109/JSAC.2022.3155523.
[24] Wu, Dan, Zeng, Youwei, Zhang, Fusang, Zhang, Daqing. WiFi CSI-based device-free sensing: from Fresnel zone model to CSI-ratio model. CCF TRANSACTIONS ON PERVASIVE COMPUTING AND INTERACTION. 2021, 第 3 作者
[25] 张扶桑, 常兆心, 熊杰, 郑榕, 马俊麒, 牛凯, 金蓓弘, 张大庆. Unlocking the Beamforming Potential of LoRa for Long-range Multi-target Respiration Sensing. the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT). 2021, 第 1 作者
[26] Kai Niu, Fusang Zhang, Xuanzhi Wang, Qin Lv, Haitong Luo, Daqing Zhang. Understanding WiFi Signal Frequency Features for Position-Independent Gesture Sensing.. IEEE Transcations on Mobile Computing, 2021. (CCF A)[J]. 2021, 第 2 作者
[27] 牛凯, 张扶桑, 吴丹, 张大庆. 用菲涅尔区模型探究WiFi感知系统的稳定性. 计算机科学与探索[J]. 2021, 第 2 作者15(1): 60-72, http://lib.cqvip.com/Qikan/Article/Detail?id=7103672122.
[28] 张扶桑, 常兆心, 牛凯, 熊杰, 金蓓弘, 吕琴, 张大庆. Exploring LoRa for Long-range Through-wall Sensing. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA. 2020, 第 1 作者
[29] 张扶桑, 王志, 金蓓弘, 熊杰, 张大庆. Your Smart Speaker Can "Hear" Your Heartbeat!. the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT). 2020, 第 1 作者
[30] 张扶桑. AcousticThermo: Temperature Monitoring using Acoustic Pulse Signal. MSN-MSRLA. 2020, 第 1 作者
[31] Niu, Kai, Zhang, Fusang, Jiang, Yuhang, Xiong, Jie, Lv, Qin, Zeng, Youwei, Zhang, Daqing. WiMorse: A Contactless Morse Code Text Input System Using Ambient WiFi Signals. IEEE INTERNET OF THINGS JOURNAL[J]. 2019, 第 2 作者6(6): 9993-10008, http://dx.doi.org/10.1109/JIOT.2019.2934904.
[32] Cui, Yanling, Jin, Beihong, Zhang, Fusang, Sun, Xingwu, ACM. A Deep Spatio-temporal Attention-based Neural Network for Passenger Flow Prediction. PROCEEDINGS OF THE 16TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS'19). 2019, 第 3 作者20-30, http://dx.doi.org/10.1145/3360774.3360807.
[33] 张扶桑, 牛凯, 熊杰, 金蓓弘, 顾涛, 姜宇航, 张大庆. Towards a Diffraction-based Sensing Approach on Human Activity Recognition. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (CCF A). 2019, 第 1 作者
[34] Niu, Kai, Zhang, Fusang, Jiang, Yuhang, Chang, Zhaoxin, Wang, Leye, Zhang, Daqing, ACM. A Contactless Morse Code Text Input System Using COTS WiFi Devices. ADJUNCT PROCEEDINGS OF THE 2019 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2019 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS (UBICOMP/ISWC'19 ADJUNCT). 2019, 第 2 作者328-331, http://dx.doi.org/10.1145/3341162.3343850.
[35] Niu, Kai, Zhang, Fusang, Chang, Zhaoxin, Zhang, Daqing, ACM. Demo:A Fresnel Diffraction Model Based Human Respiration Detection System Using COTS Wi-Fi Devices. PROCEEDINGS OF THE 2018 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2018 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS (UBICOMP/ISWC'18 ADJUNCT). 2018, 第 2 作者416-419, http://dx.doi.org/10.1145/3267305.3267561.
[36] Li Miao, Jin Beihong, Tang Hongyin, Zhang Fusang, Wang G, Han Q, Bhuiyan MZA, Ma X, Loulergue F, Li P, Roveri M, Chen L. Clustering Large-Scale Origin-Destination Pairs: A Case Study for Public Transit in Beijing. 2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI). 2018, 第 4 作者705-712, http://dx.doi.org/10.1109/SmartWorld.2018.00137.
[37] 李淼, 金蓓弘, 唐弘胤, 张扶桑. Clutering Large-Scale Origin-Destination Pairs: A Case Study for Public Transit in Beijing. Smart World/UIC. 2018, 第 4 作者
[38] Niu Kai, Zhang Fusang, Xiong Jie, Li Xiang, Yi Enze, Zhang Daqing, ACM. Boosting fine-grained activity sensing by embracing wireless multipath effects. CONEXT'18: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON EMERGING NETWORKING EXPERIMENTS AND TECHNOLOGIES. 2018, 第 2 作者139-151, http://dx.doi.org/10.1145/3281411.3281425.
[39] Cui, Yanling, Jin, Beihong, Zhang, Fusang, Ge, Tingjian, Pei, J, Manolopoulos, Y, Sadiq, S, Li, J. Towards Adaptive Sensory Data Fusion for Detecting Highway Traffic Conditions in Real Time. DATABASESYSTEMSFORADVANCEDAPPLICATIONSDASFAA2018PTII. 2018, 第 3 作者10828: 336-352, 
[40] 张扶桑, 张大庆, 熊杰, 王皓, 牛凯, 金蓓弘, 王钰翔. From Fresnel Diffraction Model to Fine-grained Human Respiration Sensing with Commodity Wi-Fi Devices. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp) CCFA[J]. 2018, 第 1 作者
[41] Ji, Qiang, Jin, Beihong, Cui, Yanling, Zhang, Fusang, IEEE. Using Mobile Signaling Data to Classify Vehicles on Highways in Real Time. 2017 18TH IEEE INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (IEEE MDM 2017). 2017, 第 4 作者174-179, 
[42] 李淼, 张扶桑, 金蓓弘. 面向大规模OD对轨迹的聚类. 第十三届全国普适计算学术会议PCC. 2017, 第 2 作者
[43] 崔艳玲, 金蓓弘, 张扶桑. 基于数据融合的高速公路交通状况检测. 计算机学报[J]. 2017, 第 3 作者40(8): 1798-1812, http://lib.cqvip.com/Qikan/Article/Detail?id=673042539.
[44] Cui Yanling, Ji Qiang, Zhang Fusang, Jin Beihong, IEEE. Leveraging Mobile Signaling Data for Monitoring Vehicles on Highways in Real Time. 2017 3RD INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING AND COMMUNICATIONS (BIGCOM). 2017, 第 3 作者340-349, http://dx.doi.org/10.1109/BIGCOM.2017.10.
[45] Zhang, Fusang, Liu, Hai, Leung, YiuWing, Chu, Xiaowen, Jin, Beihong. CBS: Community-Based Bus System as Routing Backbone for Vehicular Ad Hoc Networks. IEEE TRANSACTIONS ON MOBILE COMPUTING[J]. 2017, 第 1 作者  通讯作者  16(8): 2132-2146, http://dx.doi.org/10.1109/TMC.2016.2613869.
[46] Wang Zhaoyang, Jin Beihong, Zhang Fusang, Yang Ruiyang, Ji Qiang, IEEE. Exploiting Trip Patterns in Passenger Trajectory Streams for Bus Scheduling Optimization in Real Time. 2017 18TH IEEE INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (IEEE MDM 2017). 2017, 第 3 作者266-271, 
[47] 金蓓弘. Mining Spatial-temporal Correlation of Sensory Data for Estimating Traffic Volumes on Highways. (Mobiquitous 2017) (Core A). 2017, 
[48] 杨煜尧, 杨宇威, 张扶桑, 金蓓弘. 构造服务质量感知的发布/订阅系统. 计算机系统应用[J]. 2016, 第 3 作者48-55, http://lib.cqvip.com/Qikan/Article/Detail?id=667791361.
[49] Zhang, Fusang, Jin, Beihong, Wang, Zhaoyang, Liu, Hai, Hu, Jiafeng, Zhang, Lifeng. On Geocasting over Urban Bus-Based Networks by Mining Trajectories. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS[J]. 2016, 第 1 作者17(6): 1734-1747, https://www.webofscience.com/wos/woscc/full-record/WOS:000377457200022.
[50] Wang Zhaoyang, Jin Beihong, Zhang Fusang, Yang Ruiyang, Ji Qiang, Gao GR, Qian DP, Gao XB, Chapman B, Chen W. Discovering Trip Patterns from Incomplete Passenger Trajectories for Inter-zonal Bus Line Planning. NETWORK AND PARALLEL COMPUTING. 2016, 第 3 作者9966: 160-171, 
[51] Zhang, Fusang, Jin, Beihong, Ge, Tingjian, Ji, Qiang, Cui, Yanling, ACM. Who are My Familiar Strangers? Revealing Hidden Friend Relations and Common Interests from Smart Card Data. CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT. 2016, 第 1 作者619-628, http://dx.doi.org/10.1145/2983323.2983804.
[52] Zhang Fusang. IEEE Transactions on Intelligent Transportation Systems (CCF B). On Geocasting over Urban Bus based Networks by Mining Trajectories. 2016, 第 1 作者
[53] 金蓓弘, 张扶桑, 张利锋. 车载自组织网络中的数据传递. 集成技术[J]. 2015, 第 2 作者4(5): 18-29, https://jcjs.siat.ac.cn/jcjs/article/abstract/201505003?st=article_issue.
[54] 金蓓弘. Community-Based Backbone of Bus System for Efficient Routing in Vehicular Ad Hoc Networks. the 35th IEEE International Conference on Distributed Computing Systems. 2015, 
[55] 张扶桑, 金蓓弘, 汪兆洋, 胡佳锋, 张利锋. 基于轨迹挖掘的公交车自组织网络路由机制. 计算机学报[J]. 2015, 第 1 作者38(3): 648-662, http://lib.cqvip.com/Qikan/Article/Detail?id=664122170.
[56] 张利锋, 金蓓弘, 张扶桑. VANET中数据传递的关键技术. 计算机科学[J]. 2013, 第 3 作者40(8): 1-5, http://lib.cqvip.com/Qikan/Article/Detail?id=46861819.
[57] Zhang Fusang, Jin Beihong, Zhuo Wei, Wang Zhaoyang, Zhang Lifeng. A content-based publish/subscribe system for efficient event notification over vehicular ad hoc networks. PROCEEDINGS - IEEE 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INTELLIGENCE AND COMPUTING AND IEEE 9TH INTERNATIONAL CONFERENCE ON AUTONOMIC AND TRUSTED COMPUTING, UIC-ATC 2012. 2012, 第 1 作者64-71, http://ir.iscas.ac.cn/handle/311060/15804.
[58] Zhang Fusang, Jin Beihong, Zhuo Wei, Wang Zhaoyang, Zhang Lifeng, Apduhan BO, Hsu CH, Dohi T, Ishida K, Yang LT, Ma J. A Content-Based Publish/Subscribe System for Efficient Event Notification over Vehicular Ad hoc Networks. 2012 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INTELLIGENCE & COMPUTING AND 9TH INTERNATIONAL CONFERENCE ON AUTONOMIC & TRUSTED COMPUTING (UIC/ATC). 2012, 第 1 作者64-71, http://dx.doi.org/10.1109/UIC-ATC.2012.21.

   

（ 1 ） 无线网络环境下的行为感知理论与关键技术, 负责人, 国家任务, 2019-01--2021-12
（ 2 ） 软件所优秀青年科技人才计划, 负责人, 研究所自主部署, 2019-01--2022-12
（ 3 ） 中国科学院青年创新促进会, 负责人, 中国科学院计划, 2020-01--2023-12
（ 4 ） 基于泛在信号的非接触智能感知关键技术研究, 负责人, 国家任务, 2022-01--2025-12
（ 5 ） 腾讯犀牛鸟专项, 负责人, 境内委托项目, 2022-05--2023-05
（ 6 ） 北京市自然科学基金-小米创新联合基金, 负责人, 境内委托项目, 2022-12--2025-12
（ 7 ） 北京市科技新星, 负责人, 地方任务, 2022-11--2025-11
（ 8 ） 软件所杰出青年人才发展专项计划, 负责人, 研究所自主部署, 2022-10--2024-10
（ 9 ） 量子感知中机器学习算法研究, 负责人, 境内委托项目, 2022-06--2024-06

（1）Towards a Diffraction-based Sensing Approach on Human Activity Recognition   第十五届全国普适计算学术会议   2019-09-20
（2）Towards a Diffraction-based Sensing Approach on Human Activity Recognition   2019-09-09
（3）From Fresnel Diffraction Model to Fine-grained Human Respiration Sensing with Commodity Wi-Fi Devices   第十四届全国普适计算学术会议   2018-09-14

现指导学生

苏畅  硕士研究生  083500-软件工程  

郑益源  硕士研究生  081200-计算机科学与技术