Foundations and applications of sensor management
Foundations and Applications of Sensor Management presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling. It is written by leading experts in the f...
Uloženo v:
| Další autoři: | , , , |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New York, NY :
Springer US
2008.
Cham : Springer Nature |
| Edice: | Signals and Communication Technology
|
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Foundations and Applications of Sensor Management, Texte imprimé, 9780387508535 • Foundations and Applications of Sensor Management, Texte imprimé, 9781441939111 • Foundations and applications of sensor management, ed. par A.O. Hero ... [et al.], 2008, New York, Springer, 1 vol. (XVIII-308 p.), Signals and communication technology, 0-387-27892-3 |
| LEADER | 04135nam a22003737a 4500 | ||
|---|---|---|---|
| 001 | 939898 | ||
| 008 | 080505s2008 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN123732913 | ||
| 020 | |a 9780387498195 | ||
| 041 | 0 | |a eng | |
| 082 | |a 621.382 | ||
| 245 | 0 | 0 | |a Foundations and applications of sensor management |c edited by Alfred O. Hero, David A. Castañón, Douglas Cochran, Keith Kastella. |
| 260 | |a New York, NY : |b Springer US. | ||
| 260 | |a Cham : |b Springer Nature, |c 2008. | ||
| 490 | 0 | |a Signals and Communication Technology |x 1860-4870 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Overview of Book -- Stochastic Control Theory for Sensor Management -- Information Theoretic Approaches to Sensor Management -- Joint Multi-Target Particle Filtering -- Pomdp Approximation Using Simulation and Heuristics -- Multi-Armed Bandit Problems -- Application of Multi-Armed Bandits to Sensor Management -- Active Learning and Sampling -- Plan-In-Advance Active Learning 0f Classifiers -- Application of Sensor Scheduling Concepts to Radar -- Defense Applications -- Appendices. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Foundations and Applications of Sensor Management presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling. It is written by leading experts in the field for a diverse engineering audience ranging from signal processing, to automatic control, statistics, and machine learning. The level of treatment of the book is tutorial and self-contained. The chapters of the book follow a logical development from theoretical foundations to approximate approaches and ending with applications. The coverage includes the following topics: stochastic control foundations of sensor management; multi-armed bandits and their connections to sensor management; information-theoretic approaches; managed sensing for multi-target tracking; approximation methods based on embedded simulation; active learning for classification and sampling; and waveform scheduling for radar. An appendix is included to provide essential background on topics the reader may not have encountered as a first-year graduate student: Markov decision processes; information theory; and stopping times. Foundations and Applications of Sensor Management is an important reference for signal processing and control engineers and researchers as well as machine learning application developers. | ||
| 700 | 1 | |a Hero, Alfred Olivier. |4 pbd | |
| 700 | 1 | |a Castañón, David. |4 pbd | |
| 700 | 1 | |a Cochran, Doug. |4 pbd | |
| 700 | 1 | |a Kastella, Keith. |4 pbd | |
| 776 | 0 | |t Foundations and Applications of Sensor Management |b Texte imprimé |z 9780387508535 | |
| 776 | 0 | |t Foundations and Applications of Sensor Management |b Texte imprimé |z 9781441939111 | |
| 776 | 0 | |0 12117767X |t Foundations and applications of sensor management |f ed. par A.O. Hero ... [et al.] |d 2008 |c New York |n Springer |p 1 vol. (XVIII-308 p.) |s Signals and communication technology |z 0-387-27892-3 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-0-387-49819-5 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-KXBNDF6D-H |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:747874093 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/978-0-387-49819-5 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:750886439 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/978-0-387-49819-5 |z Accès INSA CVL | |
| 997 | |0 939898 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||