An Interference Signal Signature Analysis Algorithm Based on High Order Cumulants
作者： Yan Yang , Zheng-quan Huang , Zhang-dui Zhong
DOI: 10.1109/WICOM.2010.5600592
关键词: Signal processing 、 Algorithm 、 Mixed-signal integrated circuit 、 Wireless 、 Gauss 、 Robustness (computer science) 、 Cumulant 、 Estimation theory 、 Mathematics 、 Fading
摘要: A kind of signal space characteristic estimate method is proposed in this article based on higher order cumulants, which suitable for parameter estimation interference under multi-path propagation environment. By uniform linear array and its improving, we developed an analysis model receiver that mixed interference. In to research time-frequency distribution at different level, third-order cumulants spectrum was employed distribution. Moreover, time axis slice are calculated analyzed. The simulation result indicated the frequency have disturbance resolution. This algorithm willfully additive Gauss (white or colored) noise environment radio discriminating. theoretical showed validity robustness.
sci-hub.se 参考文章(9)
Gregory Durgin, Space-Time Wireless Channels ,(2002)
Chrysostomos L. Nikias, Athina P. Petropulu, Higher-Order Spectra Analysis: A Nonlinear Signal Processing Framework ,(1993)
Zheng Du, Julian Cheng, Norman C. Beaulieu, BER Analysis of BPSK Signals in Ricean-Faded Cochannel Interference IEEE Transactions on Communications. ,vol. 55, pp. 1994- 2001 ,(2007) , 10.1109/TCOMM.2007.906363
Damjan Zazula, A common approach to the analysis of cumulant-based AR and ARMA identification Digital Signal Processing. ,vol. 13, pp. 233- 251 ,(2003) , 10.1016/S1051-2004(02)00025-8
J.K. Tugnait, Time delay estimation with unknown spatially correlated Gaussian noise IEEE Transactions on Signal Processing. ,vol. 41, pp. 549- 558 ,(1993) , 10.1109/78.193197
Usman R-yohsae, Sathaporn Promwong, Nikorn Sukutamatanti, Interference signal analysis of IEEE 802.15.1 to RFID communication system at 2.45 GHz international conference on computer and communication engineering. pp. 1000- 1004 ,(2008) , 10.1109/ICCCE.2008.4580758
K. Wiklundh, A comparison between the impact of some signals on an MSK receiver military communications conference. ,vol. 1, pp. 51- 55 ,(1999) , 10.1109/MILCOM.1999.822641
J.M. Mendel, Tutorial on higher-order statistics (spectra) in signal processing and system theory: theoretical results and some applications Proceedings of the IEEE. ,vol. 79, pp. 278- 305 ,(1991) , 10.1109/5.75086
J.R. Fonoliosa, C.T. Nikias, Wigner Higher Order Moment Spectra: Definition, Properties,Computation and Application to Transient Signal Analysis IEEE Transactions on Signal Processing. ,vol. 41, pp. 245- 266 ,(1993) , 10.1109/TSP.1993.193143