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)=N−1∑n=0x(n)e−j2πknN
So X(0) is
X(0)=N−1∑n=0x(n)e−j2π0⋅nN
Having k=0 gives e0=1 all the time so that
X(0)=N−1∑n=0x(n)1
Comparing this to the average
¯x=1NN−1∑n=0x(n)
shows that X(0)=N¯x
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