Proximity-Based Robust Event Detection in Wireless Sensor Networks
This paper presents a proximity-based event detection scheme for wireless sensor networks. It is a hybrid scheme in the sense that it takes advantage of both neighbor-based and cluster-based schemes in distinguishing events from false alarms due to faulty nodes. It gives more weights to alarms in cl...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-07-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2014/632397 |
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| _version_ | 1832547246980202496 |
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| author | Chan-O Hong Yoon-Hwa Choi |
| author_facet | Chan-O Hong Yoon-Hwa Choi |
| author_sort | Chan-O Hong |
| collection | DOAJ |
| description | This paper presents a proximity-based event detection scheme for wireless sensor networks. It is a hybrid scheme in the sense that it takes advantage of both neighbor-based and cluster-based schemes in distinguishing events from false alarms due to faulty nodes. It gives more weights to alarms in closer proximity, while making event decisions at the cluster heads to reduce the communication overhead. The proposed scheme can effectively reduce false alarms while accurately detecting events even for a relatively small event region. Simulation results show that it greatly lessens the tradeoff between event detection accuracy and false alarm rate. Further improvements in performance can be made by removing identified faulty nodes from the network during normal operation. |
| format | Article |
| id | doaj-art-af9b7620e0474786bd656b7810aa4bc6 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2014-07-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-af9b7620e0474786bd656b7810aa4bc62025-02-03T06:45:31ZengWileyInternational Journal of Distributed Sensor Networks1550-14772014-07-011010.1155/2014/632397632397Proximity-Based Robust Event Detection in Wireless Sensor NetworksChan-O HongYoon-Hwa ChoiThis paper presents a proximity-based event detection scheme for wireless sensor networks. It is a hybrid scheme in the sense that it takes advantage of both neighbor-based and cluster-based schemes in distinguishing events from false alarms due to faulty nodes. It gives more weights to alarms in closer proximity, while making event decisions at the cluster heads to reduce the communication overhead. The proposed scheme can effectively reduce false alarms while accurately detecting events even for a relatively small event region. Simulation results show that it greatly lessens the tradeoff between event detection accuracy and false alarm rate. Further improvements in performance can be made by removing identified faulty nodes from the network during normal operation.https://doi.org/10.1155/2014/632397 |
| spellingShingle | Chan-O Hong Yoon-Hwa Choi Proximity-Based Robust Event Detection in Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Proximity-Based Robust Event Detection in Wireless Sensor Networks |
| title_full | Proximity-Based Robust Event Detection in Wireless Sensor Networks |
| title_fullStr | Proximity-Based Robust Event Detection in Wireless Sensor Networks |
| title_full_unstemmed | Proximity-Based Robust Event Detection in Wireless Sensor Networks |
| title_short | Proximity-Based Robust Event Detection in Wireless Sensor Networks |
| title_sort | proximity based robust event detection in wireless sensor networks |
| url | https://doi.org/10.1155/2014/632397 |
| work_keys_str_mv | AT chanohong proximitybasedrobusteventdetectioninwirelesssensornetworks AT yoonhwachoi proximitybasedrobusteventdetectioninwirelesssensornetworks |