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 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.
-
Curatore:
-
Editore:
-
Collana:Signals and Communication Technology
-
Anno:2010
-
Rilegatura:Paperback / softback
Le schede prodotto sono aggiornate in conformità al Regolamento UE 988/2023. Laddove ci fossero taluni dati non disponibili per ragioni indipendenti da Feltrinelli, vi informiamo che stiamo compiendo ogni ragionevole sforzo per inserirli. Vi invitiamo a controllare periodicamente il sito www.lafeltrinelli.it per eventuali novità e aggiornamenti.
Per le vendite di prodotti da terze parti, ciascun venditore si assume la piena e diretta responsabilità per la commercializzazione del prodotto e per la sua conformità al Regolamento UE 988/2023, nonché alle normative nazionali ed europee vigenti.
Per informazioni sulla sicurezza dei prodotti, contattare productsafety@feltrinelli.it