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A Real Sinusoid: The DNA of Signals

Learn how real sinusoids, fundamental to digital signals, are formed by combining complex sinusoids with positive and negative frequencies. This lesson guides you through the mathematical expressions and visualizations of cosine and sine waves, enhancing your understanding of signal behavior in the time domain and their relation to the frequency domain for digital signal processing.

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A complex sinusoid rotating with time in the IQIQ plane generates two real sinusoids. The question now is to produce only one real sinusoid in the complex IQIQ plane. We start with the math and then code the expressions for visualization.

A cosine wave

A complex sinusoid with a positive frequency ω\omega is:

ejωt=cosωt+jsinωte^{j\omega t} = \cos \omega t +j\sin \omega t

Similarly, a complex sinusoid with a negative frequency ω-\omega ...