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Therefore, to generalize the proposed approach, we need to estimate and take into account the covariance between the features, ie the Fourier components The covariance between the real and imaginary components of the general Fourier transform, eg the short-time Fourier transform, which is an advanced time frequency technique, has been little studied Jenkins and Watts [37] have obtained this covariance only for the classical (not the short-time) Fourier transform and Gaussian white noise In recent years, the Hartley and cosine transforms [35,38] have gained importance in pattern recognition, image processing and applications The Hartley transform is similar to the Fourier transform, but is computationally much faster [35] than even the fast Fourier transform.



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Recall that a poly-alphabetic substitution cipher uses multiple simple substitutions to encrypt a message. The Vigenkre cipher is a classic poly-alphabetic substitution cipher. The World War I1 cipher machines discussed in 2 are more recent examples of poly-alphabetic substitutions. In the Vigenkre cipher, a key of the form K = (ko,k l ; . . . , k n - l ) , where each ki E {0,1,. . . ,25}, is used to encipher the plaintext. Here, each ki represents a particular shift of the alphabet. To encrypt a message,

and POST HTTP methods allow you to send arguments in the HTTP request. The URLVariables class simpli es this process.





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These name-value pairs are an example of URL-encoded variables simply a string that encodes variables with name=key pairs separated by ampersands (&). The names and values in the string are escaped using URL encoding to ensure that the full string can be used in a URL and to ensure that reserved characters like & and = are not used within the string, which would mess up the encoding. Here a hyphen (-) was replaced by its URL-encoded equivalent, %2D. There is plenty of further reading on URL encoding available on the internet. Thankfully, you don t have to worry too much about the encoding because you have URLVariables to take care of it for you.

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For example, suppose K = (12,0,19,7), which corresponds to the keyword MATH (since M corresponds to a shift of 12, A corresponds to a shift of 0, and so on). Using this keyword, the the plaintext SECRETMESSAGE is encrypted as EEVYQTFLESTNQ. Next, we cryptanalyze the Vigenkre cipher. But first, note that a polyalphabetic substitution (such as the VigenBre cipher) does not preserve plaintext letter frequencies to the same degree as a mono-alphabetic substitution. Furthermore, if the number of alphabets is large relative to the message size, the plaintext letter frequencies will not be preserved at all. Therefore, the generic simple substitution attack discussed above will not work on a polyalphabetic substitution. However, the VigenBre cipher is vulnerable to a slightly more sophisticated statistical attack. To see how this works, first consider a VigenBre cipher with a small keyword. Suppose that the following ciphertext was created using a VigenBre cipher with a three-lettered keyword:

Two functions in the default package help with URL encoding: escape() and unescape(). These convert strings to and from their URL-encoded versions.

To use URLVariables, simply set and retrieve properties on the URLVariables instance by name. It works just like an Object in that it s declared as dynamic so you can access properties of a URLVariables by any old name. Let s re-create the preceding query string:

The purposes of this chapter are to: estimate the covariance and correlation coefficient between the new features for the short-time Fourier transform of arbitrary stationary signals, generalize the approach [1,2] and estimate the effect of generalization; compare the recognition effectiveness of the generalized approach with the following conventional approaches (for the common case of nonzero covariance between the proposed features): the Hartley transform approach; the cosine transform approach; the PSD approach; employ the proposed approach in damping and fatigue diagnostics..

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