信息工程大学学报2026，Vol.27Issue(1)：27-34,8.DOI:10.3969/j.issn.1671-0673.2026.01.004
基于能量累积和双极性相关的ADS-B信号联合检测方法
Joint Detection Method for ADS-B Signals Based on Energy Accumulation and Bipolar Correlation
摘要
Abstract
As a core technology in modern aviation surveillance,automatic dependent surveillance-broadcast(ADS-B)is highly dependent on signal detection performance for its reliability.To address the issue that existing ADS-B detection algorithms demonstrate low detection rate in low signal-to-noise ratio(SNR)environments,a joint detection method integrating frequency offset correction,energy accumulation,and bipolar correlation is proposed to enable effective acquisition of navigation informa-tion in such low-SNR scenarios.First,the causes and impacts of frequency offset under practical condi-tions are analyzed,and the Modified Rife(M-Rife)algorithm is employed for frequency offset correc-tion.Then,ADS-B signals are initially detected globally through energy accumulation in noisy environ-ments.Finally,bipolar correlation is performed on the preamble header of ADS-B signals,with accu-rate positioning achieved via peak screening.Simulation results demonstrate that the proposed method achieves a detection rate exceeding 95%at an SNR of-2 dB.Compared with traditional unipolar corre-lation method(matched filtering),pulse position detection method,and baseband-normalized cross-cor-relation method,the proposed method delivers superior detection performance in low-SNR conditions.关键词
频偏校正/能量累积/双极性相关/峰值筛选Key words
frequency offset correction/energy accumulation/bipolar correlation/peak screening分类
信息技术与安全科学引用本文复制引用
翟晨旭,余思雨,崔毓函,胡德秀..基于能量累积和双极性相关的ADS-B信号联合检测方法[J].信息工程大学学报,2026,27(1):27-34,8.
