This article presents a retrospective study of patients undergoing radiofrequency ablation of atrial fibrillation (AF); analyzes the characteristics of heart rate variability (HRV) in patients; and explores the role of delayed enhancement magnetic resonance imaging and autonomic nervous system function, changes in autonomic nervous system function, and recurrence of AF after radiofrequency ablation to understand the effect of denervation of the autonomic nervous system on the efficacy of radiofrequency ablation of AF. The study found that there were no significant differences in clinical baseline characteristics, mean heart rate, and HRV indicators between patients without relapse and patients with relapse (P > 0.05). The overall HRV index was significantly reduced after surgery as well as before surgery. In the relapse-free group, the high-frequency power that responded to vagal tone was more significant, the low-frequency/high-frequency power ratio increased, and other HRV indicators were significantly reduced; in the relapse group, mean heart rate increased, sympathetic response to the low-frequency power of nerve tension was significantly reduced, and the low-frequency/high-frequency power ratio was decreased. The difference was statistically significant (P < 0.05). Therefore, sympathetic and parasympathetic nerve function were significantly reduced after radiofrequency ablation of the pulmonary veins in patients with AF. Reducing vagus nerve tension may inhibit early recurrence of paroxysmal AF in patients after left atrial ring pulmonary vein ablation.