Longfei Shangguan
Postdoc Research Associate
CS Department, Princeton University
April 10, 2017
[email protected]
http://www.cs.princeton.edu/∼longfeis/
Education
•
Princeton University
Postdoc Research Associate, Computer Science Department
– Advisor: Prof. Kyle Jamieson
Hong Kong University of Science and Technology
PhD, Computer Science and Engineering Department
– Advisor: Prof. Yunhao Liu and Prof. Ke Yi
Xidian University
•
BSc, Software School
•
Princeton, USA
10/2015 - Now
Hong Kong, China
09/2011 - 06/2015
Xi’an, China
09/2007 - 07/2011
Research Interest
• Cyber-physical systems, Ubiquitous computing, Long-range wireless communication.
• My long term vision is to build cyber-physical systems to facilitate peoples smarter lifestyle.
Research Highlight
• Industrial side: TagAssist — RFID-based baggage monitoring system
TagAssist provides end-to-end baggage status surveillance service for the airport passengers. It
adopts RFID technology for automatic baggage check-in, tracking, and sortation, which
significantly alleviates the labor-intensive baggage processing efforts. TagAssist is supported by
Hainan Airline (the 2th largest airline company in China) and has already been deployed in Beijing
Capital International Airport and Sanya Phenix Airport.
Calibrator: Hainan Airline, Tsinghua University
• Academic side: Relative localization of RFIDs
Radio-based positioning of objects equipped with RFID tags is poised to play a key role in the
Internet of Things for libraries, retail business, and next-generation manufacturing. In stead of
knowing the absolute location of each tagged objects, libraries, manufacturing lines, and offices of
the future all stand to benefit from knowing the exact spatial order of RFID-tagged books,
components, and folders, respectively. To this end, we design and implement a set of relative
localization systems: OTrack (Infocom’13+TPDS’15), STPP (NSDI’15+ToN’16) and MobiTagbot
(MobiSys’16) which can detect and acquire the relative location of the tagged objects in 1-3 cm
granularity, without localizing their absolute locations a prior.
Calibrator: Prof. Alex. X. Liu (MSU), Prof. Lei Yang (PolyU HK)
Publications
∗
indicates the student mentored by me.
RFID systems
— Relative localization of RFIDs. [MobiSys’16, NSDI’15, Infocom’13, SECON’17, TPDS’15, ToN’16 ]
— RFID-based human activity sensing. [Mobisys’17, CoNEXT’16, WowMoM’16, Sensys’15 A,B,
ICNP’14, ToN’15 ]
1. HMRL: Relative Localization of RFID Tags with Static Devices
Ge Wang, Chen Qian, Longfei Shangguan, Jinsong Han, Nan Yang, Wei Xi, and Jizhong Zhao
IEEE SECON 2017.
2. Enabling Gesture-based Interactions with Objects
Longfei Shangguan, Zimu Zhou, Kyle Jamieson
ACM MobiSys 2017.
3. Leveraging Electromagnetic Polarization in a Two-Antenna Whiteboard in the Air
Longfei Shangguan, Kyle Jamieson
ACM CoNEXT 2016.
4. The Design and Implementation of a Mobile RFID Tag Sorting Robot
Longfei Shangguan, Kyle Jamieson
ACM MobiSys 2016.
5. Device-free Indoor Localization and Tracking through Human-Object Interactions
Wenjie Ruan, Quan Z. Sheng, Lina Yao, Tao Gu, Longfei Shangguan
IEEE WoWMoM 2016.
6. ShopMiner: Mining Customer Shopping Behavior in Physical Clothing Stores with COTS RFID
Devices
Longfei Shangguan, Zimu Zhou, Xiaolong Zheng, Yunhao Liu, Lei Yang and Jinsong Han
ACM SenSys 2015.
7. FEMO: Building Free-weight Activity Monitoring System with RFIDs
Han Ding, Longfei Shangguan, Zheng Yang, Jinsong Han, Zimu Zhou, Panlong Yang, Wei Xi
ACM SenSys 2015.
8. Relative Localization of RFID Tags using Spatial-temporal Phase Profiling
Longfei Shangguan, Zheng Yang, Alex. Liu, Zimu Zhou, and Yunhao Liu
USENIX NSDI 2015.
9. CBID: A Customer Behavior Identification System using Passive Tags
Jinsong Han, Han Ding, Chen Qian, Dan Ma, Wei Xi, Zhi Wang, Zhiping Jiang, Longfei
Shangguan,
IEEE ICNP 2014.
10. OTrack: Order Tracking for Luggage in Mobile RFID Systems
Longfei Shangguan, Zhenjiang Li, Zheng Yang, Mo Li, and Yunhao Liu,
IEEE Infocom 2013.
11. A Platform for Free-weight Exercise Monitoring with Passive Tags
Han Ding, Jinsong Han, Longfei Shangguan2 , Wei Xi, Zhiping Jiang, Zheng Yang, Zimu Zhou,
Panlong Yang, and Jizong Zhao
ACM/IEEE Transactions on Mobile Computing, accepted to appear. 2: corresponding author.
12. Design and Implementation of an RFID-based Customer Shopping Behavior Mining System
Zimu Zhou1 , Longfei Shangguan1 , Xiaolong Zheng, Lei Yang, and Yunhao Liu
ACM/IEEE Transactions on Networking, accepted to appear. 1: co-primary author.
13. Spatial-temporal Phase Profiling based Method for Relative RFID Localization
Longfei Shangguan, Zheng Yang, Alex. X. Liu, Zimu Zhou, Yunhao Liu
ACM/IEEE Transactions on Networking, accepted to appear.
14. CBID: A Customer Behavior Identification System using Passive Tags
Jinsong Han, Han Ding, Qian Chen, Wei Xi, Zhi Wang, Zhiping Jinag, Longfei Shangguan, and
Jizhong Zhao,
ACM/IEEE Transactions on Networking, 2015.
15. OTrack: Order Tracking for Tags in Mobile RFID Systems
Longfei Shangguan, Zhenjiang Li, Zheng Yang, Mo Li, and Yunhao Liu,
IEEE Transactions on Parallel and Distributed Systems, 2015.
16. Exploiting RF Interference for Private Cardinality Estimation in RFID System
Longfei Shangguan, Lei Yang, Jinsong Han, Zimu Zhou, Wei Gong, Yiyang Zhao
Ad Hoc & Sensor Wireless Networks, 2014.
Wireless & Mobile sensing
— Device-free activity recognition and human detection. [Ubcomp’16 A,B, ICCCN’16, Infocom’16,
Infocom’13 ]
— Mobile computing and cyber security. [Ubcomp’17, Ubicomp’15, Mobihoc’15, Ubicomp’14 A,B,
TrustCom’14, TPDS’15 ]
1. UbiEar: Bringing Location-independent Sound Awareness to the Hard-of-hearing People with
Smartphones
Sicong Liu∗ , Zimu Zhou, Junzhao Du, Longfei Shangguan, Jun Han, and Xin Wang
ACM Ubicomp 2017.
2. Indoor Localization via Multi-Modal Sensing on Smartphones
Han Xu∗ , Zheng Yang, Zimu Zhou, Longfei Shangguan and Yunhao Liu
ACM Ubicomp 2016.
3. AudioGest: Enabling Fine-Grained Hand Gesture Detection by Decoding Echo Signal
Wenjie Ruan, Quan Z. Sheng, Lei Yang, Tao Gu, Peipei Xu, Longfei Shangguan
ACM Ubicomp 2016.
4. Tracking Synchronous Gestures with WiFi
Zimu Zhou, Zheng Yang, Kun Qian, Chenshu Wu, Longfei Shangguan, Han Xu and Yunhao Liu
IEEE ICCCN 2016.
5. Smokey: Ubiquitous Smoking Detection with Commercial WiFi Infrastructures
Xiaolong Zheng, Jiliang Wang, Longfei Shangguan, Zimu Zhou, and Yunhao Liu
IEEE Infocom 2016.
6. Bring Light to the Blind: Enhancing WiFi-based Localization with Visual Clues
Han Xu∗ , Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, and Yunhao Liu
ACM Ubicomp 2015.
7. SmartGuide: Towards Single-image Building Localization with Smartphone
Xi Xiong∗ , Zheng Yang, Longfei Shangguan, Yun Fei, Milos Stojmenovic, and Yunhao Liu
ACM Mobihoc 2015.
8. ToAuth: Towards Automatic Near Field Authentication for Smartphones”
Weixi Gu∗ , Zheng Yang, Longfei Shangguan, Xiaoyu Ji, Yiyang Zhao,
IEEE TrustCom 2014. (best paper award)
9. Enabling Crossroad Navigation for the Blind with Commodity Phones
Longfei Shangguan, Zheng Yang, Zimu Zhou, Xiaolong Zheng, Chenshu Wu, Yunhao Liu,
ACM Ubicomp 2014.
10. Intelligent Sleep Mining Service with Smartphones
Weixi Gu∗ , Zheng Yang, Longfei Shangguan, Wei Sun, Kun Jin, Yunhao Liu,
ACM Ubicomp 2014.
11. Towards Omnidirectional Passive Human Detection
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu,
IEEE Infocom 2013.
12. Sleep Hunter: Towards Fine Grained Sleep Stage Tracking with Smartphones
Weixi Gu∗ , Longfei Shangguan, Zheng Yang, Yunhao Liu
In IEEE Transactions on Mobile Computing, 2015.
13. Boosting Mobile Apps under Imbalanced Sensing Data
Xinglin Zhang, Zheng Yang, Longfei Shangguan, Yunhao Liu, and Lei Chen
In IEEE Transactions on Mobile Computing, 2015.
14. Sherlock: Micro-environment Sensing for Smartphones
Zheng Yang, Longfei Shangguan, Weixi Gu, Zimu Zhou, Chenshu Wu, Yunhao Liu
In IEEE Transactions on Parallel and Distributed systems, 2014.
15. Towards Accurate Object Localization with Smartphones
Longfei Shangguan, Zimu Zhou, Zheng Yang, Kebin Liu, Zhenjiang Li, Xibin Zhao, Yunhao Liu
In IEEE Transactions on Parallel and Distributed Systems, 2014.
16. Towards Omnidirectional Passive Human Detection
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu
In IEEE Transactions on Parallel and Distributed Systems, 2014.
Undergraduate projects
— Wireless sensor network: data collection [MASS’11, IJDSN’12 ], duty-cycling mechanism design
[TPDS’14 ].
1. Understanding Multi-task schedulability in Duty-Cycling Sensor Networks
Mo Li, Zhenjiang Li, Longfei Shangguan, Yunhao Liu, Shaojie Tang,
IEEE Transactions on Parallel and Distributed Systems, 2014.
2. Rendezvous Data Collection Using a Mobile Element in Heterogeneous Sensor Networks
Junzhao Du, Hui Liu, Longfei Shangguan, Luo Mai, and Wen He,
International Journal of Distributed Sensor Networks, 2012.
3. Load Balanced Rendezvous Data Collection in Wireless Sensor Networks
Luo Mai, Longfei Shangguan, Junzhao Du, Hui Liu, Zhenjiang Li, and Mo Li
IEEE MASS 2011.
Professional Activities
• TPC member for: IEEE ICCCN 2016, 2017
• Reviewer for:
– ACM/IEEE Transactions on Networking
– IEEE Transactions on Mobile Computing
– IEEE Transactions on Parallel and Distributed Systems
– IEEE Transactions on Vehicular Technology
• External reviewer for:
– ACM MobiCom [2012, 2015]
– ACM MobiSys [2017]
– ACM MobiHoc [2014]
– ACM SenSys [2014]
– IEEE Infocom [2012, 2013, 2014, 2015, 2016, 2017]
– IEEE ICDCS [2012, 2013, 2015]
– IEEE ICNP [2014]
– IEEE MASS [2013, 2015]
Awards & Honours
USENIX student travel grant for NSDI 2015, Oakland, USA . . . . . . . . .
Best paper award of IEEE TrustCom . . . . . . . . . . . . . . . . . . . . . .
ACM student travel grant for Ubicomp . . . . . . . . . . . . . . . . . . . . .
IEEE student travel grant for Infocom . . . . . . . . . . . . . . . . . . . . .
IEEE student travel grant for MASS . . . . . . . . . . . . . . . . . . . . . .
Meritorious Winner, International Mathematical Contest in Modeling(MCM)
Microsoft Elite Challenge, Second Prize (3/15 finalists), MSRA . . . . . . . .
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