Statistical Signal Processing Frequency Estimation /

• Main Authors: Kundu, Debasis (Author), Nandi, Swagata (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: India : Springer India : Imprint: Springer, 2012.
• Series: SpringerBriefs in Statistics,
• Subjects: Statistics.; Algorithms.; Applied mathematics.; Engineering mathematics.; Statistics and Computing/Statistics Programs.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Appl.Mathematics/Computational Methods of Engineering.

Signal processing may broadly be considered to involve the recovery of information from physical observations. The received signal is usually disturbed by thermal, electrical, atmospheric or intentional interferences. Due to the random nature of the signal, statistical techniques play an important r...

Table of Contents:

• 1 Introduction
• 2 Notations and Preliminaries
• 3 Estimation of Frequencies
• 4 Asymptotic Properties
• 5 Estimating the Number of Components
• 6 Real Data Example
• 7 Multidimensional Models
• 8 Related Models
• References
• Index.