Gespeichert in:
| Weitere beteiligte Personen: | |
|---|---|
| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boston [Massachusetts] London [England]
Artech House
2014
|
| Ausgabe: | Second edition. |
| Schriftenreihe: | Artech House Radar Series
|
| Links: | https://app.knovel.com/hotlink/toc/id:kpBMTTE004/bayesian-multiple-target?kpromoter=marc |
| Zusammenfassung: | This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target tracking, multiple target tracking, and likelihood ratio detection and tracking. In addition to providing a detailed description of a basic particle filter that implements the Bayesian single target recursion, this resource provides numerous examples that involve the use of particle filters. With these examples illustrating the developed concepts, algorithms, and approaches -- the book helps radar engineers develop tracking solutions when observations are non-linear functions of target state, when the target state distributions or measurement error distributions are not Gaussian, in low data rate and low signal to noise ratio situations, and when notions of contact and association are merged or unresolved among more than one target. -- |
| Umfang: | 1 Online-Ressource (315 Seiten) Illustrationen |
| ISBN: | 152311701X 1608075540 9781608075546 |
Internformat
MARC
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| 245 | 0 | 0 | |a Bayesian multiple target tracking |c Lawrence D. Stone [and three others] |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Boston [Massachusetts] |a London [England] |b Artech House |c 2014 | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 Online-Ressource (315 Seiten) |b Illustrationen | ||
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| 337 | |b c | ||
| 338 | |b cr | ||
| 490 | 1 | |a Artech House Radar Series | |
| 520 | |a This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target tracking, multiple target tracking, and likelihood ratio detection and tracking. In addition to providing a detailed description of a basic particle filter that implements the Bayesian single target recursion, this resource provides numerous examples that involve the use of particle filters. With these examples illustrating the developed concepts, algorithms, and approaches -- the book helps radar engineers develop tracking solutions when observations are non-linear functions of target state, when the target state distributions or measurement error distributions are not Gaussian, in low data rate and low signal to noise ratio situations, and when notions of contact and association are merged or unresolved among more than one target. -- |c Edited summary from book. | ||
| 700 | 1 | |a Stone, Lawrence D. |d 1942- | |
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| id | ZDB-10-ARA-ocn927290317 |
| illustrated | Illustrated |
| indexdate | 2025-05-15T09:13:58Z |
| institution | BVB |
| isbn | 152311701X 1608075540 9781608075546 |
| language | English |
| lccn | 2015301505 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (315 Seiten) Illustrationen |
| psigel | ZDB-10-ARA TUM_PDA_ARA ZDB-10-ARA |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Artech House |
| record_format | marc |
| series2 | Artech House Radar Series |
| spelling | Bayesian multiple target tracking Lawrence D. Stone [and three others] Second edition. Boston [Massachusetts] London [England] Artech House 2014 ©2014 1 Online-Ressource (315 Seiten) Illustrationen txt c cr Artech House Radar Series This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target tracking, multiple target tracking, and likelihood ratio detection and tracking. In addition to providing a detailed description of a basic particle filter that implements the Bayesian single target recursion, this resource provides numerous examples that involve the use of particle filters. With these examples illustrating the developed concepts, algorithms, and approaches -- the book helps radar engineers develop tracking solutions when observations are non-linear functions of target state, when the target state distributions or measurement error distributions are not Gaussian, in low data rate and low signal to noise ratio situations, and when notions of contact and association are merged or unresolved among more than one target. -- Edited summary from book. Stone, Lawrence D. 1942- Erscheint auch als Druck-Ausgabe 1608075532 Erscheint auch als Druck-Ausgabe 9781523117017 Erscheint auch als Druck-Ausgabe 9781608075539 Erscheint auch als Druck-Ausgabe 9781608075546 |
| spellingShingle | Bayesian multiple target tracking |
| title | Bayesian multiple target tracking |
| title_auth | Bayesian multiple target tracking |
| title_exact_search | Bayesian multiple target tracking |
| title_full | Bayesian multiple target tracking Lawrence D. Stone [and three others] |
| title_fullStr | Bayesian multiple target tracking Lawrence D. Stone [and three others] |
| title_full_unstemmed | Bayesian multiple target tracking Lawrence D. Stone [and three others] |
| title_short | Bayesian multiple target tracking |
| title_sort | bayesian multiple target tracking |
| work_keys_str_mv | AT stonelawrenced bayesianmultipletargettracking |