Name
Title | ||
|---|---|---|
Performance analysis of a statistical test for presence of cyclostationarity in a noisy observation |
Abstract | ||
|---|---|---|
The purpose of this paper is to evaluate theoretically in terms of receiver operating characteristics (ROC) the performance of a statistical test (based on the second order statistic) for the presence of cyclostationarity in a noisy observation. In order to obtain false alarm and detection probabilities, we consider the following specific situation: we choose a cycle frequency contained in a binary-phase-shift-keyed (BPSK) signal of interest (SOI) (BPSK signal is considered for its increasing attention in digital communications) and we test the presence of cyclostationarity of the SOI in a noisy observation. Two examples are considered, the SOI is buried either in a stationary Gaussian noise or in an another BPSK signal. |
Year | DOI | Venue |
|---|---|---|
1996 | 10.1109/ICASSP.1996.550168 | Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference |
Keywords | Field | DocType |
Gaussian noise,digital communication,phase shift keying,probability,receivers,signal detection,statistical analysis,BPSK signal,binary-phase-shift-keyed signal,cycle frequency,cyclostationarity,detection probabilities,digital communications,false alarm probabilities,noisy observation,performance analysis,receiver operating characteristics,second order statistic,stationary Gaussian noise,statistical test | Receiver operating characteristic,False alarm,Pattern recognition,Statistic,Detection theory,Computer science,Signal of interest,Artificial intelligence,Gaussian noise,Statistical hypothesis testing,Phase-shift keying | Conference |
Volume | ISSN | ISBN |
5 | 1520-6149 | 0-7803-3192-3 |
Citations | PageRank | References |
3 | 0.48 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Philippe Rostaing | 1 | 53 | 8.82 |
| Pitarque, T. | 2 | 3 | 0.48 |
| Eric Thierry | 3 | 14 | 1.91 |