I. Introduction
In modern high-voltage power systems, the high-voltage divider, as an important measurement device, is widely used in voltage measurement and protection devices [1]. The highvoltage divider can convert high-voltage signals into measurable low-voltage signals, thereby ensuring the safety and stability of power systems. However, the cable, as a crucial medium connecting the high-voltage divider and the measuring equipment, has a significant impact on the frequency response characteristics due to its length, type, and other attributes. The cable length not only affects the stability of signal transmission but may also introduce additional signal attenuation and phase distortion, which, in turn, affects the measurement accuracy of the divider. Therefore, an in-depth study of the impact of cable length on the frequency response characteristics of high-voltage dividers and the exploration of effective optimization methods is key to improving the measurement accuracy and system performance of power systems [2].