Tuesday, 1 September 2020

experimental physics - Negative SNR and Shannon–Hartley theorem


It is intuitive to think that if the noise amplitude is more than signal amplitude, it will obscure the signal. But using Shannon–Hartley theorem, one can see that a receiver can read the signal even if the SNR is negative provided the bandwidth is high enough. What is the intuition behind this?



The Shannon–Hartley theorem states the channel capacity C, meaning the theoretical tightest upper bound on the information rate of data that can be communicated at an arbitrarily low error rate using an average received signal power S through an analog communication channel subject to additive white Gaussian noise of power N: $C = B \log_2 \left( 1+\frac{S}{N} \right) $ where C is the channel capacity in bits per second, a theoretical upper bound on the net bit rate (information rate, sometimes denoted I) excluding error-correction codes; B is the bandwidth of the channel in hertz (passband bandwidth in case of a bandpass signal); S is the average received signal power over the bandwidth (in case of a carrier-modulated passband transmission, often denoted C), measured in watts (or volts squared); N is the average power of the noise and interference over the bandwidth, measured in watts (or volts squared); and S/N is the signal-to-noise ratio (SNR) or the carrier-to-noise ratio (CNR) of the communication signal to the noise and interference at the receiver (expressed as a linear power ratio, not as logarithmic decibels).



Source https://en.wikipedia.org/wiki/Shannon%E2%80%93Hartley_theorem




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