Cognitive Networked Sensing and Big Data

• Κύριοι συγγραφείς: Qiu, Robert (Συγγραφέας), Wicks, Michael (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Θέματα: Engineering.; Computer communication systems.; Electrical engineering.; Communications Engineering, Networks.; Signal, Image and Speech Processing.; Computer Communication Networks.

Cognitive Networked Sensing and Big Data defines high-dimensional data processing in the context of wireless distributed computing and cognitive sensing. This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. The authors discu...

Πίνακας περιεχομένων:

• Fundamentals for Cognitive Radios
• Synchronization
• Network Control
• Concentration of Eigenvalues and their Functionals
• Non-Asymptotic, Local Theory of Random Matrices
• Asymptotic, Global Theory of Random Matrices
• Compressed Sensing and Sparse Recovery
• Matrix Completion and Low-Rank Matrix Recovery
• Covariance Matrix Estimation in High Dimensions
• Detection in High Dimensions
• Database Friendly Data Processing
• From Network to Big Data.