Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Continuously adaptive continuous queries over streams
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Approximate Aggregation Techniques for Sensor Databases
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Adaptive Caching for Continuous Queries
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Operator placement for in-network stream query processing
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
REED: robust, efficient filtering and event detection in sensor networks
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Global Clock Synchronization in Sensor Networks
IEEE Transactions on Computers
Stream window join: tracking moving objects in sensor-network databases
SSDBM '03 Proceedings of the 15th International Conference on Scientific and Statistical Database Management
Two-Tier Multiple Query Optimization for Sensor Networks
ICDCS '07 Proceedings of the 27th International Conference on Distributed Computing Systems
Processing sliding window multi-joins in continuous queries over data streams
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Communication-Efficient implementation of join in sensor networks
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Similarity-aware query allocation in sensor networks with multiple base stations
DMSN '07 Proceedings of the 4th workshop on Data management for sensor networks: in conjunction with 33rd International Conference on Very Large Data Bases
A substrate for in-network sensor data integration
Proceedings of the 5th workshop on Data management for sensor networks
Query Allocation in Wireless Sensor Networks with Multiple Base Stations
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
HIPaG: An energy-efficient in-network join for distributed condition tables in sensor networks
Journal of Systems and Software
PEJA: progressive energy-efficient join processing for sensor networks
Journal of Computer Science and Technology
Efficient information retrieval in mobile peer-to-peer networks
Proceedings of the 18th ACM conference on Information and knowledge management
EDGES: Efficient data gathering in sensor networks using temporal and spatial correlations
Journal of Systems and Software
Continuous monitoring of global events in sensor networks
International Journal of Sensor Networks
Processing continuous join queries in sensor networks: a filtering approach
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Dynamic join optimization in multi-hop wireless sensor networks
Proceedings of the VLDB Endowment
An Energy Efficient Path Finding Query Protocol in Wireless Sensor Networks
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Modeling and detecting events for sensor networks
Information Fusion
Cost based in-network join strategy in tree routing sensor networks
Information Sciences: an International Journal
Pattern-based event detection in sensor networks
Distributed and Parallel Databases
Data caching-based query processing in multi-sink wireless sensor networks
International Journal of Sensor Networks
Energy-efficient skyline query optimization in wireless sensor networks
Wireless Networks
Continuous Location Dependent Queries in Mobile Wireless Sensor Networks
Wireless Personal Communications: An International Journal
TWINS: Efficient time-windowed in-network joins for sensor networks
Information Sciences: an International Journal
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Sensor networks are widely used in many applications for collecting information from the physical environment. In these applications, it is usually necessary to track the relationships between sensor data readings within a time window to detect events of interest. However, it is difficult to detect such events by using the common aggregate or selection queries. We address the problem of processing window self-join in order to detect events of interest. Self-joins are useful in tracking correlations between different sensor readings, which can indicate an event of interest. We propose the Two-Phase Self-Join (TPSJ) scheme to efficiently evaluate self-join queries for event detection in sensor networks. Our TPSJ scheme takes advantage of the properties of the events and carries out data filtering during in-network processing. We discuss TPSJ execution with one window and we extend it for continuous event monitoring. Our experimental evaluation results indicate that the TPSJ scheme is effective in reducing the amount of radio transmissions during event detection.