Friday, August 31, 2018

dft - Why is X(0) the DC component


Why exactly is X(0) the DC component of a signal?


How is it equal to N times x(n)'s average value and why it is at X(0)?



Answer



Follows from the DFT definition. It's defined as


X(k)=N1n=0x(n)ej2πknN


So X(0) is


X(0)=N1n=0x(n)ej2π0nN


Having k=0 gives e0=1 all the time so that


X(0)=N1n=0x(n)1



Comparing this to the average


¯x=1NN1n=0x(n)


shows that X(0)=N¯x


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