Liu Xue-bin, Ji Fei, Wei Gang . A New Subspace Method of DOA Estimation with Four-Order Cumulants Based on Small Frequency Offset[J]. Journal of Electronics & Information Technology, 2005, 27(5): 745-748.
Citation:
Liu Xue-bin, Ji Fei, Wei Gang . A New Subspace Method of DOA Estimation with Four-Order Cumulants Based on Small Frequency Offset[J]. Journal of Electronics & Information Technology, 2005, 27(5): 745-748.
Liu Xue-bin, Ji Fei, Wei Gang . A New Subspace Method of DOA Estimation with Four-Order Cumulants Based on Small Frequency Offset[J]. Journal of Electronics & Information Technology, 2005, 27(5): 745-748.
Citation:
Liu Xue-bin, Ji Fei, Wei Gang . A New Subspace Method of DOA Estimation with Four-Order Cumulants Based on Small Frequency Offset[J]. Journal of Electronics & Information Technology, 2005, 27(5): 745-748.
To achieve good performance when applying subspace method based on four-order cumulants in DOA estimation, signals are required to be independent to satisfy non-coherence of four-order. Here, a modified method without independence requirement is proposed. First, the relation between non-coherence of four-order and carrier frequencies of analytical signal is studied with baseband signals independent or not, then a set of small frequencies offset is designed. With the transmitter modulating signals in baseband with the frequencies, the array receiver can achieve good performance of DOA estimation with subspace method based on four-order cumulants whether signals are independent or not. Simulation proves its validity.
张贤达.时间序列分析--高阶统计量方法[M].北京:清华大学出版社,1996,第11章.[2]Dogan M C, Mendel J M. Applications of cumulants to array processing-Part Ⅰ: Aperture extension and array calibration[J].IEEE Trans. on SP.1995, 43(5):1200-[3]Porat B, Friedlander B. Direction finding algorithms based on high-order statistics [J].IEEE Trans. on SP.1991, 39(9):2016-[4]魏平,肖先赐.基于四阶累积量的阵列扩展[J].电子科学学科,1997,19(6):745-750.[5]魏平,肖先赐.谐波过程的高阶广义各态历经性的分析与应用[J].电子与信息学报.2003,25(3):333-339浏览[6]Cui Jian, Falconer D D, Sheikh A U H, Blind adaptation of antenna arrays using a simple algorithm based on small frequency offsets [J]. IEEE Trans. on Communications, 1998, 46(1):62 - 70.[7]Shamsunder S, Giannakis G B. Signal selective localization of nonGaussian cyclostationary sources[J].IEEE Trans. on SP.1994,42(10):2860-[8]张贤达,保铮.非平稳信号分析和处理[M].北京:国防工业出版社,1998,第10章.