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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Haykin, S. Zia, A. Arasaratnam, I. Yanbo Xue |
| Copyright Year | 2010 |
| Description | Author affiliation: Cognitive Systems Laboratory, McMaster University (Haykin, S.; Zia, A.; Arasaratnam, I.; Yanbo Xue) |
| Abstract | For the first time ever, this paper presents the design and implementation of a next-generation of tracking radar systems: the cognitive tracking radar (CTR). At the heart of the CTR, we have a cognitive waveform-selection (CWS) algorithm that can optimally pick the transmit waveform from a prescribed library, in response to information fed back from the receiver to the transmitter. In accordance with dynamic programming, the waveform-selection algorithm seeks to minimize the expected tracking error over a horizon of prescribed length. Approximation of the problem is also studied to mitigate the burden of computational load. To evaluate the system, we introduce computer experiments on a classical ballistic target tracking problem, the results of which confirm the superiority of the CTR over a conventional radar with fixed waveform. |
| Starting Page | 1467 |
| Ending Page | 1470 |
| File Size | 637178 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781424458110 |
| ISSN | 10975659 |
| e-ISBN | 9781424458127 |
| DOI | 10.1109/RADAR.2010.5494383 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-05-10 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Radar tracking Transmitters Target tracking Feedback Heart Chromium Frequency Laboratories Libraries Dynamic programming |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering |
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