On Infinite Past Predictability of Cyclostationary Signals

نویسندگان

چکیده

This paper explores the asymptotic spectral decomposition of periodically Toeplitz matrices with finite summable elements. As an alternative to polyphase and other approaches based on Gladyshev representation, proposed route exploits structure cyclic autocorrelation matrices, thus leveraging known results providing a more direct link spectrum coherence. concrete application, problem linear prediction is revisited, concluding generalized Kolmogorov-Szegö theorem predictability cyclostationary signals. These are finally tested experimentally in setting for asynchronous mixture two pulse-amplitude modulation

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

On detection of cyclostationary signals

This paper presents a detector for cyclostationary signals that uses an estimate of spectral autocoherence as a detection statistic. The detector's probability of false alarm is analytically derived and veriied with computer simulations. Receiver operating characteristic curves are determined from the simulation data and the analytical expression for the probability of false alarm. A detector f...

متن کامل

Cyclostationary Signals in Battlefield Acoustics

Cyclostationary signals are found when randomness occurs together with periodicity in a physical system. In this presentation we will show evidence of cyclostationarity in battlefield acoustic signals using algorithms that have been developed in the past 10 years. Cyclostationary signal processing may provide features that will aid in target classification and association. Introd uction 1 We be...

متن کامل

Cyclostationary modeling of ground reaction force signals

The importance of the measurement of human locomotion for the processes of diagnosis and treatment of locomotion disorders is increasingly being recognized. Human locomotion, in particular walking and running are defined by sequences of cyclic gestures. The variability of these sequences can reveal abilities or motorskill failures. The purpose of this study is to analyze and to characterize a r...

متن کامل

Optimum subband coding of cyclostationary signals

We consider the optimal orthonormal subband coding of zero mean cyclostationary signals, with N-periodic second order statistics. A 2-channel uniform filter bank, with N-periodic analysis and synthesis filters, is used as the subband coder. A dynamic scheme involving N-periodic bit allocation is employed. An average variance condition is used to measure the output distortion. The conditions for...

متن کامل

Extracting cyclostationary features from single carrier signals

This paper contributes to the discussion about the usefulness of cyclostationary feature detection for the purpose of cognitive radio. From a simple but realistic radio signal model and an ideal channel, the power spectral density of the random signal component is derived, and compared with the periodical component that can be retrieved from the signal with a nonlinear operation.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Signal Processing Letters

سال: 2022

ISSN: ['1558-2361', '1070-9908']

DOI: https://doi.org/10.1109/lsp.2022.3149705