Rong Zheng

Orcid: 0000-0003-4070-075X

Affiliations:
  • McMaster University, Department of Computing and Software, Hamilton, ON, Canada
  • University of Houston, Department of Computer Science, University of Houston, USA (2004 - 2012)
  • University of Illinois at Urbana-Champaign, Department of Computer Science, IL, USA (PhD 2004)


According to our database1, Rong Zheng authored at least 163 papers between 1999 and 2024.

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Bibliography

2024
CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator.
IEEE Trans. Mob. Comput., January, 2024

2023
Environment-aware Multi-person Tracking in Indoor Environments with MmWave Radars.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

IMF<sup>2</sup>O<sup>2</sup>: A Fully Connected Sensor Deployment Algorithm for Underwater Sensor Networks.
ACM Trans. Sens. Networks, August, 2023

Pi-ViMo: Physiology-inspired Robust Vital Sign Monitoring using mmWave Radars.
ACM Trans. Internet Things, May, 2023

Acoustic Software Defined Platform: A Versatile Sensing and General Benchmarking Platform.
IEEE Trans. Mob. Comput., 2023

Efficient Rotating Synthetic Aperture Radar Imaging via Robust Sparse Array Synthesis.
IEEE Trans. Geosci. Remote. Sens., 2023

DeepBSL: 3-D Personalized Deep Binaural Sound Localization on Earable Devices.
IEEE Internet Things J., 2023

Learning Online Policies for Person Tracking in Multi-View Environments.
CoRR, 2023

Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques.
IEEE Commun. Surv. Tutorials, 2023

AttTrack: Online Deep Attention Transfer for Multi-object Tracking.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

2022
A Reinforcement Learning Framework for Efficient Informative Sensing.
IEEE Trans. Mob. Comput., 2022

Invariant Feature Learning for Sensor-Based Human Activity Recognition.
IEEE Trans. Mob. Comput., 2022

Boosting Chirp Signal Based Aerial Acoustic Communication Under Dynamic Channel Conditions.
IEEE Trans. Mob. Comput., 2022

Rethinking Doppler Effect for Accurate Velocity Estimation With Commodity WiFi Devices.
IEEE J. Sel. Areas Commun., 2022

Multiple-Target Localization by Millimeter-Wave Radars With Trapezoid Virtual Antenna Arrays.
IEEE Internet Things J., 2022

Deep Learning-Driven Edge Video Analytics: A Survey.
CoRR, 2022

CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator.
CoRR, 2022

Ubiquitous Acoustic Sensing on Commodity IoT Devices: A Survey.
IEEE Commun. Surv. Tutorials, 2022

Individualizing Head-Related Transfer Functions for Binaural Acoustic Applications.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers.
Proceedings of the Seventh IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2022

Efficient Action Recognition Using Confidence Distillation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
SST: Software Sonic Thermometer on Acoustic-Enabled IoT Devices.
IEEE Trans. Mob. Comput., 2021

Optimal Design of LEMoNet for Environmental Monitoring of Data Centers.
IEEE Trans. Green Commun. Netw., 2021

Towards Robust Multiple Blind Source Localization Using Source Separation and Beamforming.
Sensors, 2021

MotionBeep: Enabling Fitness Game for Collocated Players With Acoustic-Enabled IoT Devices.
IEEE Internet Things J., 2021

Unlocking the Beamforming Potential of LoRa for Long-range Multi-target Respiration Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Hybrid surrogate model for online temperature and pressure predictions in data centers.
Future Gener. Comput. Syst., 2021

DeepScale: An Online Frame Size Adaptation Framework to Accelerate Visual Multi-object Tracking.
CoRR, 2021

A data-driven approach to simultaneous fault detection and diagnosis in data centers.
Appl. Soft Comput., 2021

A Multi-source Unsupervised Domain Adaptation Method for Wearable Sensor based Human Activity Recognition: Poster Abstract.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

SoftBLE: An SDN Framework for BLE-based IoT Networks.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

Multi-Robot Path Planning for Mobile Sensing through Deep Reinforcement Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

ABLE Family: Remote, Intergenerational Play in the Age of COVID-19.
Proceedings of the HCI International 2021 - Posters - 23rd HCI International Conference, 2021

Designing a Dementia-Informed, Accessible, Co-located Gaming Platform for Diverse Older Adults with Dementia, Family and Carers.
Proceedings of the Human Aspects of IT for the Aged Population. Supporting Everyday Life Activities, 2021

Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

2020
Informative Path Planning for Location Fingerprint Collection.
IEEE Trans. Netw. Sci. Eng., 2020

Introduction to the Special Section on Learning-Based Modeling, Management, and Control for Computer and Communication Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Asynchronous Acoustic Localization and Tracking for Mobile Targets.
IEEE Internet Things J., 2020

CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge.
CoRR, 2020

Delay-Sensitive Computation Partitioning for Mobile Augmented Reality Applications.
Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Robust Dynamic Hand Gesture Interaction using LTE Terminals.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Handling Device Heterogeneity in Wi-Fi based Indoor Positioning Systems.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Informative Path Planning for Mobile Sensing with Reinforcement Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

ABLE Music: Arts-Based Exercise Enhancing LongEvity.
Proceedings of the HCI International 2020 - Late Breaking Posters, 2020

An Analytical Study of Low Energy Monitoring Networks for Large-Scale Data Centers.
Proceedings of the IEEE Global Communications Conference, 2020

2019
CRONOS: A Post-hoc Data Driven Multi-Sensor Synchronization Approach.
ACM Trans. Sens. Networks, 2019

Learning-Theoretic Multi-Channel Spectrum Sensing and Access in Full-Duplex Cognitive Radio Networks with Unknown Primary User Activities.
IEEE Trans. Netw. Sci. Eng., 2019

A survey on acoustic sensing.
CoRR, 2019

Goldilocks: Learning Pattern-Based Task Assignment in Mobile Crowdsensing.
Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2019

LEMoNet; Low Energy Wireless Sensor Network Design for Data Center Monitoring.
Proceedings of the 2019 IFIP Networking Conference, 2019

EFusion: correcting unreliable labels with expert knowledge for mobile crowdsensing.
Proceedings of the 2019 IFIP Networking Conference, 2019

Automatic Data Quality Enhancement with Expert Knowledge for Mobile Crowdsensing.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

TeamNet: A Collaborative Inference Framework on the Edge.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

On the Effect of Multi-Packet Reception on Redundant Gateways in LoRAWANs.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Non-contact thermal sensing on acoustic-enabled IoT devices.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Employing Interdisciplinary Approaches in Designing with Fragile Older Adults; Advancing ABLE for Arts-Based Rehabilitative Play and Complex Learning.
Proceedings of the Human Aspects of IT for the Aged Population. Design for the Elderly and Technology Acceptance, 2019

Thermal Piloting: A Novel Approach for Sensor Localization in Data Center Monitoring.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018
A Stealthy Attack Against Electricity Market Using Independent Component Analysis.
IEEE Syst. J., 2018

RECOME: A new density-based clustering algorithm using relative KNN kernel density.
Inf. Sci., 2018

Logographic Subword Model for Neural Machine Translation.
CoRR, 2018

To Monitor or Not: Lessons from Deploying Wireless Sensor Networks in Data Centers.
Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and Networks, 2018

ILOS: a data collection tool and open datasets for fingerprint-based indoor localization.
Proceedings of the First Workshop on Data Acquisition To Analysis, 2018

2017
Optimal Resource Allocation in Multicast Device-to-Device Communications Underlaying LTE Networks.
IEEE Trans. Veh. Technol., 2017

Inferring Clothing Insulation Levels Using Mechanisms of Heat Transfer.
ACM Trans. Sens. Networks, 2017

Localizability Judgment in UWSNs Based on Skeleton and Rigidity Theory.
IEEE Trans. Mob. Comput., 2017

Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid.
IEEE Syst. J., 2017

Detecting Location Fraud in Indoor Mobile Crowdsensing.
Proceedings of the First ACM Workshop on Mobile Crowdsensing Systems and Applications, 2017

ARABIS: An asynchronous acoustic indoor positioning system for mobile devices.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

TuRF: Fast data collection for fingerprint-based indoor localization.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

When data acquisition meets data analytics: A distributed active learning framework for optimal budgeted mobile crowdsensing.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016
Sequential Learning and Decision-Making in Wireless Resource Management
Wireless Networks, Springer, ISBN: 978-3-319-50502-2, 2016

Online Packet Dispatching for Delay Optimal Concurrent Transmissions in Heterogeneous Multi-RAT Networks.
IEEE Trans. Wirel. Commun., 2016

Toward Robust Relay Placement in 60 GHz mmWave Wireless Personal Area Networks with Directional Antenna.
IEEE Trans. Mob. Comput., 2016

Stochastic Dynamic Game between Hydropower Plant and Thermal Power Plant in Smart Grid Networks.
IEEE Syst. J., 2016

RECOME: a New Density-Based Clustering Algorithm Using Relative KNN Kernel Density.
CoRR, 2016

Device Fingerprinting in Wireless Networks: Challenges and Opportunities.
IEEE Commun. Surv. Tutorials, 2016

Multi-Resource Partial-Ordered Task Scheduling in cloud computing.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

Full-duplex spectrum sensing and access in cognitive radio networks with unknown primary user activities.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

MobiBee: a mobile treasure hunt game for location-dependent fingerprint collection.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Towards Zero-Configuration Indoor Localization Using Asynchronous Acoustic Beacons.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015
GreenLocs: An Energy-Efficient Indoor Place Identification Framework.
ACM Trans. Sens. Networks, 2015

Update-Efficient Error-Correcting Product-Matrix Codes.
IEEE Trans. Commun., 2015

SiCILIA: a smart sensor system for clothing insulation inference using heat exchange.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Automated detection of burned-out luminaries using indoor positioning.
Proceedings of the 2015 International Conference on Indoor Positioning and Indoor Navigation, 2015

Online channel selection and user association in high-density WiFi networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Joint channel and power allocation in underlay multicast device-to-device communications.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

IDyLL: indoor localization using inertial and light sensors on smartphones.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

SiCILIA: A Smart Sensor System for Clothing Insulation Inference.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Approximate Online Learning Algorithms for Optimal Monitoring in Multi-Channel Wireless Networks.
IEEE Trans. Wirel. Commun., 2014

Sequential Learning for Multi-Channel Wireless Network Monitoring With Channel Switching Costs.
IEEE Trans. Signal Process., 2014

WiCop: Engineering WiFi Temporal White-Spaces for Safe Operations of Wireless Personal Area Networks in Medical Applications.
IEEE Trans. Mob. Comput., 2014

On Quality of Monitoring for Multichannel Wireless Infrastructure Networks.
IEEE Trans. Mob. Comput., 2014

Efficient Exact Regenerating Codes for Byzantine Fault Tolerance in Distributed Networked Storage.
IEEE Trans. Commun., 2014

Particle Swarm Inspired Underwater Sensor Self-Deployment.
Sensors, 2014

Toward automated categorization of mobile health and fitness applications.
Proceedings of the 4th ACM MobiHoc workshop on Pervasive wireless healthcare, 2014

A college admissions game for uplink user association in wireless small cell networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

A data-driven study of influences in Twitter communities.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Binary Inference for Primary User Separation in Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2013

A Binary Independent Component Analysis Approach to Tree Topology Inference.
IEEE Trans. Signal Process., 2013

On Budgeted Influence Maximization in Social Networks.
IEEE J. Sel. Areas Commun., 2013

A Monte Carlo Enhanced PSO Algorithm for Optimal QoM in Multi-Channel Wireless Networks.
J. Comput. Sci. Technol., 2013

On Quality of Monitoring for Multi-channel Wireless Infrastructure Networks
CoRR, 2013

Update-Efficient Error-Correcting Regenerating Codes
CoRR, 2013

Bad data injection in smart grid: attack and defense mechanisms.
IEEE Commun. Mag., 2013

VSPSA for Acoustic Source Localization in Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2013

UMLI: An unsupervised mobile locations extraction approach with incomplete data.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Update-efficient regenerating codes with minimum per-node storage.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Approximate online learning for passive monitoring of multi-channel wireless networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Detecting stealthy false data injection using machine learning in smart grid.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Efficient algorithms for spatial skyline query with uncertainty.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012
On Identifying Primary User Emulation Attacks in Cognitive Radio Systems Using Nonparametric Bayesian Classification.
IEEE Trans. Signal Process., 2012

Progressive Data Retrieval for Distributed Networked Storage.
IEEE Trans. Parallel Distributed Syst., 2012

Robust Topology Engineering in Multiradio Multichannel Wireless Networks.
IEEE Trans. Mob. Comput., 2012

Coalitional Games in Partition Form for Joint Spectrum Sensing and Access in Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2012

Scheduling an unbounded batching machine with family jobs and setup times.
J. Oper. Res. Soc., 2012

A Robust Reflector Placement Framework for 60GHz mmWave Wireless Personal Area Networks
CoRR, 2012

Energy-Efficient Robust Coverage under Uncertainty in Wireless Sensor Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

A Nonparametric Bayesian Approach for Opportunistic Data Transfer in Cellular Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

ConcreteCom: a new communication paradigm for building structural health monitoring.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Online data recovery in wireless sensor networks.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Influence Spread in Large-Scale Social Networks - A Belief Propagation Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Efficient algorithms for K-anonymous location privacy in participatory sensing.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Geometric algorithms for target localization and tracking under location uncertainties in wireless sensor networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Exact regenerating codes for Byzantine fault tolerance in distributed storage.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011
Repeated Auctions with Bayesian Nonparametric Learning for Spectrum Access in Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2011

Binary Independent Component Analysis With or Mixtures.
IEEE Trans. Signal Process., 2011

Stealth false data injection using independent component analysis in smart grid.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Robust coverage under uncertainty in wireless sensor networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Device fingerprinting to enhance wireless security using nonparametric Bayesian method.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Maximum Lifetime Data Regeneration for Persistent Storage in Wireless Sensor Networks.
Proceedings of the Global Communications Conference, 2011

Binary Blind Identification of Wireless Transmission Technologies for Wide-Band Spectrum Monitoring.
Proceedings of the Global Communications Conference, 2011

A Gibbs Sampler Approach for Optimal Distributed Monitoring of Multi-Channel Wireless Networks.
Proceedings of the Global Communications Conference, 2011

An Incremental Algorithm for High Order Maximum Voronoi Diagram Construction.
Proceedings of the 23rd Annual Canadian Conference on Computational Geometry, 2011

2010
Obstacle discovery in distributed actuator and sensor networks.
ACM Trans. Sens. Networks, 2010

Progressive Decoding for Data Availability and Reliability in Distributed Networked Storage
CoRR, 2010

On link-level starvation in dense 802.11 wireless community networks.
Comput. Networks, 2010

Survivable Distributed Storage with Progressive Decoding.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Sensor Placement for Minimum Exposure in Distributed Active Sensing Networks.
Proceedings of the Global Communications Conference, 2010

Binary is good: A binary inference framework for primary user separation in cognitive radio networks.
Proceedings of the 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2010

2009
Repeated Auctions with Learning for Spectrum Access in Cognitive Radio Networks
CoRR, 2009

Logicalization of communication traces from parallel execution.
Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

2008
Lightning: A Hard Real-Time, Fast, and Lightweight Low-End Wireless Sensor Election Protocol for Acoustic Event Localization.
IEEE Trans. Mob. Comput., 2008

Practical Localized Network Coding in Wireless Mesh Networks.
Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008

Starvation Modeling and Identification in Dense 802.11 Wireless Community Networks.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Robust channel assignment for link-level resource provision in multi-radio multi-channel wireless networks.
Proceedings of the 16th annual IEEE International Conference on Network Protocols, 2008

2006
Performance analysis of power management policies in wireless networks.
IEEE Trans. Wirel. Commun., 2006

Optimal Block Design for Asynchronous Wake-Up Schedules and Its Applications in Multihop Wireless Networks.
IEEE Trans. Mob. Comput., 2006

A microscopic study of power management in IEEE 802.11 wireless networks.
Int. J. Wirel. Mob. Comput., 2006

Local Group Communication-aware MAC Protocol in Wireless Sensor Networks.
Int. J. Wirel. Inf. Networks, 2006

2005
A framework for time indexing in sensor networks.
ACM Trans. Sens. Networks, 2005

Improved timing control for web server systems using internal state information.
Proceedings of the 14th international conference on World Wide Web, 2005

MAC layer support for group communication in wireless sensor networks.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

Timing Performance Control in Web Server Systems Utilizing Server Internal State Information.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

2004
Design, Analysis and Empirical Evaluation of Power Management in Multi-Hop Wireless Networks
PhD thesis, 2004

Lightning: A Fast and Lightweight Acoustic Localization Protocol Using Low-End Wireless Micro-Sensors.
Proceedings of the 25th IEEE Real-Time Systems Symposium (RTSS 2004), 2004

Time indexing in sensor networks.
Proceedings of the 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems, 2004

On time-out driven power management policies in wireless networks.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Asynchronous wakeup for ad hoc networks.
Proceedings of the 4th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2003

Acoustic Target Tracking Using Tiny Wireless Sensor Devices.
Proceedings of the Information Processing in Sensor Networks, 2003

2002
A case for mobility support with temporary home agents.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2002

2000
An active queue management scheme for Internet congestion control and its application to differentiated services.
Proceedings of the Proceedings Ninth International Conference on Computer Communications and Networks, 2000

1999
How to Make Assured Service More Assured.
Proceedings of the Seventh Annual International Conference on Network Protocols, 1999


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