Technical discussions related to Audio Signal Processing (digital effects, acoustics, noise reduction, musical signal processing, etc).
I'm implementing a DTMF detector using the Goertzel Algorithm. I have raw simulations built using Excel (I know...) and am getting some interesting results. I don't see a lot of differences in the frequency response using 10, 8 or 1 bit ADC's and floating point arithmetic. I would have expected to see significantly poorer performance with the 1-bit. I also ran some simulations using float and 16-bit arithmetic (with an 8x8 multiply) and don't see a lot of differences there. In many discussions I've read, everyone seems focused on squeezing out the maximum number of bits (float or fixed). I can understand this with a high order IIR, but is my little 2nd order IIR going to be that sensitive? I don't seem to see it in my simulations. I'm hoping someone has implemented a 1-bit and has some performance data he's willing to share or some insight into these effects. Thanks.
Dennis- > I'm implementing a DTMF detector using the Goertzel Algorithm. > I have raw simulations built using Excel (I know...) and am getting some > interesting results. > > I don't see a lot of differences in the frequency response using 10, 8 or > 1 bit ADC's and floating point arithmetic. I would have expected to see > significantly poorer performance with the 1-bit. > > I also ran some simulations using float and 16-bit arithmetic (with an > 8x8 multiply) and don't see a lot of differences there. > > In many discussions I've read, everyone seems focused on squeezing out the > maximum number of bits (float or fixed). I can understand this with a high > order IIR, but is my little 2nd order IIR going to be that sensitive? I > don't seem to see it in my simulations. > > I'm hoping someone has implemented a 1-bit and has some performance data > he's willing to share or some insight into these effects. A 1-bit ADC means you've built sort of a zero-crossing detector, not really an ADC. Your IIR filter shouldn't have any issues with that if it's using 16-bit precision (coefficients and delay storage elements). A general rule of thumb is that for "high Q" IIR filters (narrow pass/stop band, sharp cut-offs, significant attenuation), maintaining filter precision as twice data precision will avoid the notorious IIR stability issues (applies to 2nd order or higher). -Jeff