FFT bin width clarification

15,952

Solution 1

The width of each bin (Hz) depends on two things: sample rate, Fs (Hz) and number of FFT bins, N:

bin_width = Fs / N;

So if you sample at Fs = 40 kHz and you have N = 64 bins in your FFT then each bin will be 625 Hz wide. The bins of interest will be those from 0 to N / 2 - 1:

Bin 0        0 Hz
Bin 1      625 Hz
Bin 2     1250 Hz
...
Bin 31  19,375 Hz

Solution 2

Translating Paul's example to ranges:

Bin 0:    -312.5 Hz  to    312.5 Hz  (center:     0.0 Hz)
Bin 1:     312.5 Hz  to    937.5 Hz  (center:   625.0 Hz)
Bin 2:     937.5 Hz  to   1562.5 Hz  (center:  1250.0 Hz)
...
Bin 32:  19687,5 Hz  to -19687,5 Hz  (center: 20000.0 Hz)

Notice how both Bin[0] and Bin[32] (33th. bin in a zero based array), receive contributions from 'negative' frequencies.

This is consistent with the periodic nature of the FFT (or any complex discrete fourier transform).

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Ospho
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Ospho

Updated on July 02, 2022

Comments

  • Ospho
    Ospho almost 2 years

    I'm developing a spectrum analyzer for the 8bit Atmega32 that outputs onto a LCD display. The maximum sampling frequency is 40kHz, and maximum frequency is hence 20kHz, adhering to fs > 2B. At the moment, I am generating a signal internally, then applying the FFT to this signal and viewing the spectrum on the LCD.

    Please note this is written in pseudo-code:

     #define SIG_N 128 //Number of samples in signal buffer
     #define FFT_N 64  //2*Output bins 
     uint_8 signal[SIG_N];
     uint_8 spektrum[FFT_N];
    
     for (int i = 0; i < SIG_N; i++){
       signal[i] = 255*sin(2*3.14*f*i / SIG_N);
     }
     computeFFT(signal,spektrum,FFT_N); //arbitrary method computes signal outputs spektrum
    

    The output spectrum currently has FFT_N/2 = 32 bins, each representing 1Hz. Therefore the highest frequency my spectrum currently represents (i've tested this) - 32Hz. How can I increase the "frequency width" of these bins, in so that each bin represents 625Hz? Remember, I cannot increase the size of FFT_N beyond 64~128 as I have memory restrictions.