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Sensor configuration and activation for field detection in large sensor arrays (2005)
| Content Provider | CiteSeerX |
|---|---|
| Author | Sung, Youngchul Zhang, Xin Tong, Lang Poor, H. Vincent |
| Description | in Proc. 2005 Information Processing in Sensor Networks (IPSN The problems of sensor configuration for the detection of correlated random fields using large sensor arrays are considered. Using error exponents that characterize the asymptotic behavior of the optimal detector, the detection performance of different sensor configurations are analyzed and compared. The dependence of the optimal configuration on parameters such as sensor signal-to-noise ratio (SNR), field correlation, etc., is examined, yielding insights into the most effective choices for sensor selection in various operating conditions. Simulation results validate the analysis based on asymptotic results for finite sample |
| File Format | |
| Language | English |
| Publisher Date | 2005-01-01 |
| Access Restriction | Open |
| Subject Keyword | Asymptotic Behavior Correlated Random Field Field Detection Detection Performance Optimal Detector Large Sensor Array Sensor Signal-to-noise Ratio Field Correlation Effective Choice Error Exponent Simulation Result Optimal Configuration Finite Sample Asymptotic Result Different Sensor Configuration Sensor Selection Sensor Configuration |
| Content Type | Text |
| Resource Type | Article |
