Jing He jhe9@student.gsu.edu
Reading List:
September/2009
Coal Mine (4)
Fault Tolerance/Detection (3)
October/2009
ICDCS08 --- Sensor Network Session (4)
Monitor changes on Data Distribution (11)
Energy-Efficient Area Monitoring for Sensor Networks 2004
Energy-Efficient Coverage Problems in Wireless Ad Hoc Sensor Networks 2005
Energy-Efficient Target Coverage in Wireless Sensor Networks 2005
Delaunay-triangulation based complete coverage in wireless sensor networks 2009
A New Distributed Algorithm for Even Coverage and Improved Lifetime in a Sensor Network 2009
Modeling and Extending Lifetime of Wireless Sensor Networks Using Genetic Algorithm 2009
An Efficient and Reliable Routing Protocol for Wireless Sensor Networks 2005
Performance Evaluation of Efficient and Reliable Routing Protocols for Fixed-Power Sensor Networks 2009
A Supervised Learning Approach for Routing Optimizations in Wireless Sensor Networks 2006
Supervised Learning in Sensor Networks: New Approaches with Routing, Reliability Optimizations 2006
Predicting Link Quality Using Supervised Learning in Wireless Sensor Networks 2007
Scalable and Reliable Sensor Network Routing: Performance Study from Field Deployment 2007
Model-Driven Data Acquisition in Sensor Networks 2004
Distributed Regression: an Efficient Framework for Modeling Sensor Network Data 2004
Research on Reliability Model of Large-Scale Wireless Sensor Networks 2006
Topic 4: Coal Mine
Underground Structure Monitoring with Wireless Sensor Networks 2007
Using Echo State Networks for Anomaly Detection in Underground Coal Mines 2008
Energy-Efficient Chain-type Wireless Sensor Networks for Gas Monitoring 2009
Delay Tolerant Event Collection for Underground Coal Mine using Mobile Sinks 2009
Topic 5: Fault-Detection/Fault-Tolerance
A Fault-Tolerant Model of Wireless Sensor-Actor Network 2006
Wireless Sensor Network Modeling Using Modified Recurrent Neural Networks Application to Fault Detection 2008
Modeling of extreme data in wireless sensor networks 2009
Optimal Policies for Distributed Data Aggregation in Wireless Sensor Networks 2007
MWM: A Map-based World Model for Wireless Sensor Networks 2008
Contour Map Matching for Event Detection in Sensor Networks 2006
Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks 2007
Iso-Contour Queries and Gradient Descent with Guaranteed Delivery in Sensor Networks 2008
Mobility-Assisted Spatiotemporal Detection in Wireless Sensor Networks 2008
Performance Analysis of Group Based Detection for Sparse Sensor Networks 2008
Enabling Accurate Node Control in Randomized Duty Cycling Networks 2008
CME: A Contour Mapping Engine in Wireless Sensor Networks 2008
Wavenet: A Wavelet-based Approach to Monitor Changes on Data Distribution in Networks 2008
Non-Parametric Approach to Change Detection and Estimation in Large Scale Sensor Networks 2004
Change Detection and Estimation in Large Scale Sensor Networks: Linear Complexity Algorithms 2004
Distributed Deviation Detection in Sensor Networks 2003
Capturing Sensor-Generated Time Series with Quality Guarantees 2003
A Framework for Measuring Changes in Data Characteristics 2002
Sketch-based Change Detection: Methods, Evaluation, and Application 2003
Detecting Change in Data Streams 2004
Online Mining of Changes from Data Streams: Research Problems and Preliminary Results 2003
Online Latent Variable Detection in Sensor Networks 2005
Mining anomalies using traffic feature distributions 2005