GS&EI ElectEngg 14 2024 1601-2025 According to the Nyquist-Shannon sampling theorem, for a band-limited signal, the sampling rate ($f_s$) must be at least twice the maximum frequency component ($f_{max}$) present in the signal to allow for perfect reconstruction. The formula is $f_s \ge 2 f_{max}$.