TY  - BOOK
AU  - Quinn,Barry G.
AU  - Hannan,E.J.
TI  - The estimation and tracking of frequency
T2  - Cambridge series on statistical and probabilistic mathematics
SN  - 9780511609602 (ebook)
AV  - TK5102.9 .Q85 2001
U1  - 621.382/2 21
PY  - 2001///
CY  - Cambridge
PB  - Cambridge University Press
KW  - MATLAB
KW  - Signal processing
KW  - Mathematics
KW  - Data processing
KW  - Modulation (Electronics)
KW  - Mathematical models
KW  - Time-series analysis
KW  - Approximation theory
KW  - Radio frequency
KW  - Audio frequency
N1  - Title from publisher's bibliographic system (viewed on 05 Oct 2015)
N2  - Many electronic and acoustic signals can be modelled as sums of sinusoids and noise. However, the amplitudes, phases and frequencies of the sinusoids are often unknown and must be estimated in order to characterise the periodicity or near-periodicity of a signal and consequently to identify its source. This 2001 book presents and analyses several practical techniques used for such estimation. The problem of tracking slow frequency changes over time of a very noisy sinusoid is also considered. Rigorous analyses are presented via asymptotic or large sample theory, together with physical insight. The book focuses on achieving extremely accurate estimates when the signal to noise ratio is low but the sample size is large. Each chapter begins with a detailed overview, and many applications are given. Matlab code for the estimation techniques is also included. The book will thus serve as an excellent introduction and reference for researchers analysing such signals
UR  - https://doi.org/10.1017/CBO9780511609602
ER  -