# Wave Walker DSP

## DSP Algorithms for RF Systems

DSP for Beginners: Simple Explanations for Complex Numbers! The second edition includes a new chapter on complex sinusoids.

Complex Frequency Shifting in Continuous Time
December 1, 2022

#### Introduction

Complex frequency shifting moves the frequency response of a signal in the frequency domain. This blog describes complex frequency shifting in continuous time by multiplying a signal with a complex exponential.

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#### Complex Frequency Shifting in the Frequency Domain

Complex frequency shifting is the process of changing the location of a signal in the frequency domain. For a signal the frequency response is defined as , related through the Fourier transform

(1) Complex frequency shifting by frequency moves the frequency response within the frequency domain. Mathematically, complex frequency shifting in the frequency domain is represented by substituting

(2) such that the frequency response is now

(3) Figure 1 gives an example of how can be frequency shifted by frequency .

#### Complex Frequency Shifting in the Time Domain

Complex frequency shifting in the time domain is accomplished by multiplying a signal with a complex sinusoid,

(4) resulting in

(5) The Fourier transform of (5) is defined by (reference)

(6) where represents linear convolution. The Fourier transform of (4) is defined as (reference)

(7) Substituting (7) into (6),

(8) which can be simplified as

(9) from the Dirac delta sifting theorem (reference).

#### Conclusion

Multiplication of with shifts the frequency response of by resulting in .

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