Jing He        jhe9@student.gsu.edu    

 

Reading List:

 

August/2009 Coverage (6) Routing (6) Modeling (3)  

September/2009

Coal Mine (4)

Fault Tolerance/Detection (3)

 Reinforcement Learning (1) Contour Map (4)

October/2009

ICDCS08 --- Sensor Network Session (4)

Monitor changes on Data Distribution (11)

    
 
Topic 1: Coverage

  1. Energy-Efficient Area Monitoring for Sensor Networks 2004  

  2. Energy-Efficient Coverage Problems in Wireless Ad Hoc Sensor Networks 2005

  3. Energy-Efficient Target Coverage in Wireless Sensor Networks 2005

  4. Delaunay-triangulation based complete coverage in wireless sensor networks 2009

  5. A New Distributed Algorithm for Even Coverage and Improved Lifetime in a Sensor Network 2009

  6. Modeling and Extending Lifetime of Wireless Sensor Networks Using Genetic Algorithm 2009

Topic 2: Routing

  1. An Efficient and Reliable Routing Protocol for Wireless Sensor Networks 2005

  2. Performance Evaluation of Efficient and Reliable Routing Protocols for Fixed-Power Sensor Networks 2009

  3. A Supervised Learning Approach for Routing Optimizations in Wireless Sensor Networks 2006

  4. Supervised Learning in Sensor Networks: New Approaches with Routing, Reliability Optimizations 2006

  5. Predicting Link Quality Using Supervised Learning in Wireless Sensor Networks 2007

  6. Scalable and Reliable Sensor Network Routing: Performance Study from Field Deployment 2007

Topic 3: Modeling

  1. Model-Driven Data Acquisition in Sensor Networks 2004

  2. Distributed Regression: an Efficient Framework for Modeling Sensor Network Data 2004

  3. Research on Reliability Model of Large-Scale Wireless Sensor Networks 2006

Topic 4: Coal Mine

  1. Underground Structure Monitoring with Wireless Sensor Networks 2007

  2. Using Echo State Networks for Anomaly Detection in Underground Coal Mines 2008

  3. Energy-Efficient Chain-type Wireless Sensor Networks for Gas Monitoring 2009   

  4. Delay Tolerant Event Collection for Underground Coal Mine using Mobile Sinks 2009 

Topic 5: Fault-Detection/Fault-Tolerance

  1. A Fault-Tolerant Model of Wireless Sensor-Actor Network 2006

  2. Wireless Sensor Network Modeling Using Modified Recurrent Neural Networks Application to Fault Detection 2008

  3. Modeling of extreme data in wireless sensor networks 2009

Topic 6: Reinforcement Learning

  1. Optimal Policies for Distributed Data Aggregation in Wireless Sensor Networks 2007

Topic 7: Contour Map

  1. MWM: A Map-based World Model for Wireless Sensor Networks 2008

  2. Contour Map Matching for Event Detection in Sensor Networks 2006

  3. Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks 2007

  4. Iso-Contour Queries and Gradient Descent with Guaranteed Delivery in Sensor Networks 2008

Topic 8: ICDCS08 --- Sensor Network

  1. Mobility-Assisted Spatiotemporal Detection in Wireless Sensor Networks 2008

  2. Performance Analysis of Group Based Detection for Sparse Sensor Networks 2008

  3. Enabling Accurate Node Control in Randomized Duty Cycling Networks 2008

  4. CME: A Contour Mapping Engine in Wireless Sensor Networks 2008

Topic 9: Monitor Changes on Data Distribution

  1. Wavenet: A Wavelet-based Approach to Monitor Changes on Data Distribution in Networks 2008

  2. Non-Parametric Approach to Change Detection and Estimation in Large Scale Sensor Networks 2004

  3. Change Detection and Estimation in Large Scale Sensor Networks: Linear Complexity Algorithms 2004

  4. Distributed Deviation Detection in Sensor Networks 2003

  5. Capturing Sensor-Generated Time Series with Quality Guarantees  2003

  6. A Framework for Measuring Changes in Data Characteristics 2002

  7. Sketch-based Change Detection: Methods, Evaluation, and Application 2003

  8. Detecting Change in Data Streams 2004

  9. Online Mining of Changes from Data Streams: Research Problems and Preliminary Results 2003

  10. Online Latent Variable Detection in Sensor Networks 2005

  11. Mining anomalies using traffic feature distributions 2005