Monday, July 8, 2019

frequency - Discrete Time Signal Property


Property:


The frequency of oscillation of discrete time sinusoids sequence increases as ω increases from 0 to π. If ω is increased from π to 2π then frequency of oscillation decreases.


My question:


What is meant by "frequency of oscillation" ?


How can a frequency of a signal vary (increase) from 0 to π and (decrease) from π to 2π. Isn't it should be same from 0 to 2π ?



Answer



Take a complex exponential


x[n]=ejnω


Let's assume that ω=π. This gives



x[n]=ejnπ=(1)n


(because ejπ=1). Eq. (2) shows that a signal with frequency π is an alternating signal, so ω=π clearly is the maximum possible frequency of a discrete-time signal.


Now assume that ω>π. Let's write ω=π+Δω with 0<Δω<π. The signal x[n] from (1) can be written as


x[n]=ejnω=ejn(π+Δω)


Since the complex exponential function is 2π-periodic, we can subtract a multiple of 2π (2πn, nZ) from its argument without changing anything:


x[n]=ejn(Δωπ)=ejn(πΔω)


Eq. (4) shows that increasing Δω from 0 to π corresponds to decreasing the frequency from its maximum value π down to zero.


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