For the problem that estimating multiple sinusoidal signal frequency is insufficient by using the classical Prony algorithm under the noise background, this paper proposes an improved Prony algorithm with strong antinoise ability. Through establishing a new accumulation relationship, the proposed algorithm can only use appropriate new sequence values to reconstruct the sparse sums linearly under the condition of low SNR, so as to more accurately estimate signal frequency. It compares the proposed algorithm ...