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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yu Gu Hengchang Liu Baohua Zhao |
| Copyright Year | 2007 |
| Description | Author affiliation: Univ. of Sci. & Technol. of China, Hefei (Yu Gu) |
| Abstract | It has been a challenging problem to support target coverage with QoS requirements in wireless sensor networks, because we need to consider both energy constraint and so-called target Q-coverage requirement, i.e. different targets may require different sensing quality in terms of the number of transducers, data sampling rate, etc. First we prove that this problem is NP- complete, then we formulate the optimization using Linear Programming techniques, however, directly solving this optimization seems desperately complex due to the combinatorial complexity. Thus a column generation based approach is developed to solve this problem by decomposing the original problem into a master problem as well as a corresponding sub problem and solves them iteratively. Numerical results are given to verify our approach and gain some insights into the performance aspects in designing such surveillance systems. |
| Starting Page | 35 |
| Ending Page | 38 |
| File Size | 177581 |
| Page Count | 4 |
| File Format | |
| ISBN | 9780769530062 |
| DOI | 10.1109/IPC.2007.116 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-10-11 |
| Publisher Place | South Korea |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Computer science Wireless sensor networks Intelligent networks Surveillance Sensor phenomena and characterization Sampling methods Linear programming Sensor systems and applications Iterative algorithms Monitoring |
| Content Type | Text |
| Resource Type | Article |
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