What does temporal correlation mean?

What does temporal correlation mean?

The temporal correlation is regarded as a crucial information for signal representation for nonstationary source separation. A dynamic model is required to capture temporal correlation for source separation (Smaragdis et al., 2014).

What is long range temporal correlations?

A signal is said to exhibit long-range temporal correlations, if the autocorrelation decays according to a power-law (with an exponent between −1 and 0) as a function of time. This slow decay guarantees a positive autocorrelation (or more intuitively: some memory about the past) even for large time lags.

What is spatial temporal correlation?

Spatiotemporal correlation-based dual prediction (DP) and data compression (DC) schemes aim to reduce the amount of data transmission while ensuring data accuracy. In practice, however, the existing methods restrict the stability of the system when the model hyper-parameters are uncertain.

How would you detect and remove temporal autocorrelation in vehicular crash data?

There are several methods that can be used to detect the existence of the temporal autocorrelation in the crash dataset, such as: 1) the residuals scatter plots; 2) the Durbin-Watson (DW) test; 3) the Durbin h test; 4) the Breusch-Godfrey (LM) test; 5) the Ljung-Box Q (LBQ) test; and 6) correlograms.

Which is the best definition of temporal correlation?

There is a temporal correlation. The fusion center provides temporally correlated alarms that are indicative of network problems. Temporal correlation can be measured, from which flow and other parameters can be computed. A system to perform real time temporal correlation on pulsed and periodic signals.

Can a channel model ignore the temporal correlation?

The channel model discussed previously ignores the temporal correlation. In the presence of temporal correlation, the consecutive bits experience similar channel conditions.

How are audio source signals temporally correlated?

Audio source signals are temporally correlated. The temporal correlation is regarded as a crucial information for signal representation for nonstationary source separation. A dynamic model is required to capture temporal correlation for source separation ( Smaragdis et al., 2014 ).

Can a interleaved OFDM eliminate temporal correlation?

Therefore, interleaved OFDM can successfully eliminate temporal correlation introduced by the FSO channel.