Determine the number of complex multiplications for the 8-point Radix-2 FFT.
Question
Determine the number of complex multiplications for the 8-point Radix-2 FFT.
Solution
To determine the number of complex multiplications for the 8-point Radix-2 FFT, we can follow these steps:
Step 1: Calculate the number of stages in the Radix-2 FFT. For an N-point FFT, the number of stages is given by log2(N). In this case, N = 8, so the number of stages is log2(8) = 3.
Step 2: Determine the number of butterflies in each stage. In a Radix-2 FFT, each stage consists of N/2 butterflies. For an 8-point FFT, each stage will have 8/2 = 4 butterflies.
Step 3: Calculate the number of complex multiplications in each butterfly. In a Radix-2 FFT, each butterfly requires 2 complex multiplications. Therefore, for each stage, there will be 4 butterflies * 2 complex multiplications = 8 complex multiplications.
Step 4: Multiply the number of complex multiplications in each stage by the number of stages. In this case, we have 3 stages * 8 complex multiplications per stage = 24 complex multiplications.
Therefore, the number of complex multiplications for the 8-point Radix-2 FFT is 24.
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