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Joint Estimation Algorithm of Direction of Arrival and Polarization for Multiple Frequency-hopping Signals |
Zhang Dong-wei① Guo Ying①② Qi Zi-sen① Hou Wen-lin① Zhang Bo① Li Jiao① |
①(Institute of Information and Navigation, Air Force Engineering University, Xi’an 710077, China)
②(Science and Technology on Information Transmission and Dissemination in Communication Networks Laboratory, Shijiazhuang 050081, China) |
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Abstract In this paper, with the purpose of sorting frequency-hopping networks, identifying and tracking signals, a joint estimation of Direction Of Arrival (DOA) and polarization for multiple frequency-hopping signals is carried out in underdetermined condition, which is based on the spatial polarization time-frequency analysis and implemented by constructing polarization sensitive array with orthogonal dipole elements. Firstly, the observation model for polarization sensitive array of frequency-hopping signals is built. Then the spatial polarimetric time-frequency distribution matrix for every hop signal is generated in the knowledge of reference sensor time-frequency analysis. From this matrix, the polarization and spatial characteristic information can be extracted, which used for the joint estimation of DOA and polarization in linear, quadratic spatial polarization time-frequency analysis and polynomial rooting methods respectively. Finally, the Monte-Carlo simulation results show the effectiveness of the proposed algorithm.
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Received: 15 October 2014
Published: 02 June 2015
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Corresponding Authors:
Zhang Dong-wei
E-mail: zdw_dsp616@163.com
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[1] |
Sha Zhi-chao, Huang Zhi-tao, Zhou Yi-yu, et al.. Frequency- hopping signals sorting based on underdetermined blind source separation[J]. IET Communications, 2013, 7(14): 1456-1464.
|
[2] |
沙志超, 黄知涛, 周一宇, 等. 基于稀疏重构的跳频信号时频分析方法[J]. 通信学报, 2013, 34(5): 107-112.
|
|
Sha Zhi-chao, Huang Zhi-tao, Zhou Yi-yu, et al.. Time frequency analysis of freqency-hopping signals based on sparse recovery[J]. Journal on Communications, 2013, 34(5): 107-112.
|
[3] |
Fu Kuo-ching and Chen Yung-fang. Blind iterative maximum likelihood-based frequency and transition time estimation for frequency hopping systems[J]. IET Communications, 2013, 7(9): 883-892.
|
[4] |
王丰华, 沙志超, 刘章孟, 等. 基于贝叶斯稀疏学习的多跳频信号频率跟踪方法[J]. 电子与信息学报, 2013, 35(6): 1395-1399.
|
|
Wang Feng-hua, Sha Zhi-chao, Liu Zhang-meng, et al.. A frequency tracking method for multiple frequency-hopping signals based on sparse bayesian learning[J] Journal of Electronics & Information Technology, 2013, 35(6): 1395-1399.
|
[5] |
Yang Wen-ge, Li Meng, Wang Li-bin, et al.. Parameter estimation of frequency hopping signals based on time frequency analysis[C]. Proceedings of the 26th Conference of Spacecraft TT&C Technology, Beijing, China, 2013: 131-140.
|
[6] |
赵新明, 金艳, 姬红兵. 稳定分布噪声下基于Merid滤波的跳频信号参数估计[J]. 电子与信息学报, 2014, 36(8): 1878-1883.
|
|
Zhao Xin-ming, Jin Yan, and Ji Hong-bing. Parameter estimation of frequency-hopping signals based on Merid filter in stable noise environment[J]. Journal of Electronics & Information Technology, 2014, 36(8): 1878-1883.
|
[7] |
Wong K T. Blind beamforming/geolocation for wideband- FFHs with unknown hop-sequences[J]. IEEE Transactions on Aerospace and Electronic Systems, 2001, 37(1): 65-76.
|
[8] |
Liu X Q, Nicholas D S, and Swami A. Joint hop timing and frequency estimation for collision resolution in FH networks [J]. IEEE Transactions on Wireless Communications, 2005, 4(6): 3063-3074.
|
[9] |
Lin C H and Fang W H. Joint angle and delay estimation in frequency hopping systems[J]. IEEE Transactions on Aerospace and Electronic Systems, 2013, 49(2): 1042-1056.
|
[10] |
Zhang Y M, Mu W F, and Amin M G. Subspace analysis of spatial time-frequency distribution matrices[J]. IEEE Transactions on Signal Processing, 2001, 49(4): 747-759.
|
[11] |
陈利虎. 基于空时频分析的多分量跳频信号DOA估计[J]. 系统工程与电子技术, 2011, 33(12): 2587-2592.
|
|
Chen Li-hu. Directions of arrival estimation for multicompo nent frequency-hopping signals based on spatial time frequency analysis[J]. Systems Engineering and Electronics, 2011, 33(12): 2587-2592.
|
[12] |
陈利虎, 王永明, 张尔扬. 基于空时频分析的多FH/DS信号DOA估计[J]. 信号处理, 2009, 25(8): 1309-1313.
|
|
Chen Li-hu, Wang Yong-ming, and Zhang Er-yang. Directions of arrival estimation for multicomponent frequency hopping/ direct sequence spread spectrum signals based on spatial time-frequency analysis[J]. Signal Processing, 2009, 25(8): 1309-1313.
|
[13] |
Zhang Y M, Obeidat B A, and Amin M G. Spatial polarimetric time-frequency distribution for direction-of- arrival estimation[J]. IEEE Transactions on Signal Processing, 2006, 54(4): 1327-1340.
|
[14] |
张树银, 郭英, 齐子森. 锥面共形阵列信源方位和极化参数的联合估计算法[J]. 电子与信息学报, 2011, 33(10): 2407-2412.
|
|
Zhang Shu-yin, Guo Ying, and Qi Zi-sen. Joint estimation of 2D DOA and polarization with conical conformal array antenna[J]. Journal of Electronics & Information Technology, 2011, 33(10): 2407-2412.
|
[15] |
Xia Tie-qi, Zheng Yi, Wan Qun, et al.. Decoupled estimation of 2-D angles of arrival using two parallel uniform linear arrays[J]. IEEE Transactions on Antennas and Propagation, 2007, 55(9): 2627-2632.
|
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|
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