|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9910827735803321 |
|
|
Autore |
Das Subrata Kumar |
|
|
Titolo |
High-level data fusion / / Subrata Das |
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Boston : , : Artech House, , ©2008 |
|
[Piscataqay, New Jersey] : , : IEEE Xplore, , [2008] |
|
|
|
|
|
|
|
|
|
ISBN |
|
|
|
|
|
|
Descrizione fisica |
|
1 online resource (393 p.) |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Expert systems (Computer science) |
Computational intelligence |
Human-machine systems |
Human-computer interaction |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Note generali |
|
Description based upon print version of record. |
|
|
|
|
|
|
Nota di bibliografia |
|
Includes bibliographical references (p. 345-359) and index. |
|
|
|
|
|
|
Nota di contenuto |
|
Models, architectures, and data -- Mathematical preliminaries -- Approaches to handling uncertainty -- Introduction to target tracking -- Target classification and aggregation -- Model-based situation assessment -- Modeling time for situation assessment -- Handling nonlinear and hybrid models -- Decision support -- Learning of fusion models -- Towards cognitive agents for data fusion -- Distributed fusion. |
|
|
|
|
|
|
|
|
Sommario/riassunto |
|
The book explores object and situation fusion processes with an appropriate handling of uncertainties, and applies cutting-edge artificial intelligence and emerging technologies like particle filtering, spatiotemporal clustering, net-centricity, agent formalism, and distributed fusion together with essential Level 1 techniques and Level 1/2 interactions. |
|
|
|
|
|
|
|