Bayesian multiple target tracking / Lawrence D. Stone...[ar el.].
Series: Artech house radar seriesPublication details: Boston : Artech House, c2014.Edition: 2nd edDescription: xix, 293 p. : illustrations ; 24 cmISBN:- 9781608075539
- 23 St878 000SB:621.3848
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SB:621.3848 St878 (Browse shelf(Opens below)) | Available | 135568 |
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| 000SB:621.483 F972 Probabilistic risk assessment in the nuclear power industry | 000SB:621.367 Am518 Mathematical and statistical methods for multistatic imaging / | 000SB:621.3822 B814 Applications of random process excursion analysis / | 000SB:621.3848 St878 Bayesian multiple target tracking / | 000SB:621 K92 Probabilistic methods in applied physics | 000SB:622.1072 W452 Statistical evaluation in exploration for mineral deposits | 000SB:622.13 Sa346 Statistical apprisal of ore valuation |
Includes index.
Chapter 1. Tracking problems--
Chapter 2. Bayesian inference and likelihood functions--
Chapter 3. Single target tracking--
Chapter 4. Classical multiple target tracking--
Chapter 5. Multitarget intensity filters--
Chapter 6. Multiple target tracking using tracker-generated measurements--
Chapter 7. Likelihood ratio detection and tracking--
Appendix--
About the authors--
Index.
This second edition has undergone substantial revision from the 1999 first edition, recognizing that a lot has changed in the multiple target tracking field. One of the most dramatic changes is in the widespread use of particle filters to implement nonlinear, non-Gaussian Bayesian trackers.
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