Zhang Chaozhu, Zhang Jing, Liu Chengyuan
College of Information and Communications Engineering, Harbin Engineering University, Harbin, Heilongjiang 150001, China.
ScientificWorldJournal. 2013 Sep 18;2013:369103. doi: 10.1155/2013/369103. eCollection 2013.
This study considers Rao test and Wald test for adaptive detection based on a diversely polarized antenna (DPA) in partially homogeneous environment. The theoretical expressions for the probability of false alarm and detection are derived, and constant false alarm rate (CFAR) behaviour is remarked on. Furthermore, the monotonicities of detection probability of the two detectors are proved, and a polarization optimization detection algorithm to enhance the detection performance is proposed. The numerical simulations are conducted to attest to the validity of the above theoretical analysis and illustrate the improvement in the detection performance of the proposed optimization algorithm.
本研究考虑基于部分均匀环境中不同极化天线(DPA)的自适应检测的Rao检验和Wald检验。推导了虚警概率和检测概率的理论表达式,并对恒虚警率(CFAR)行为进行了说明。此外,证明了两种检测器检测概率的单调性,并提出了一种提高检测性能的极化优化检测算法。进行了数值模拟以证明上述理论分析的有效性,并说明所提出优化算法在检测性能方面的改进。