Consider a signal ๐ฅ(๐ก) with autocorrelation function ๐ ๐ฅ๐ฅ(๐). If ๐ ๐ฅ๐ฅ(๐) is even-symmetric around ๐=0, what can be inferred about the signal ๐ฅ(๐ก)?
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Solution
If the autocorrelation function ๐ ๐ฅ๐ฅ(๐) of a signal ๐ฅ(๐ก) is even-symmetric around ๐=0, it implies that the signal ๐ฅ(๐ก) is real and not complex. This is because the autocorrelation function of a real signal is always even-symmetric. In other words, the signal's autocorrelation function has mirror symmetry around the vertical axis (๐=0). This property is a consequence of the conjugate symmetry property of the Fourier transform for real-valued signals.
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