一種單接收天線下的空時(shí)分組碼識(shí)別方法
doi: 10.11999/JEIT150390 cstr: 32379.14.JEIT150390
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1.
(海軍航空工程學(xué)院融合所 煙臺(tái) 264001) ②(海軍航空工程學(xué)院電子信息工程系 煙臺(tái) 264001) ③(海軍裝備部 太原 030027)
國(guó)家自然科學(xué)基金(61102167)
A Method for Blind Recognition of Space-time Block Coding Using Single Receive Antenna
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1.
(Institute of Information Fusion, Naval Aeronautical and Astronautical University, Yantai 264001, China)
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2.
(Department of Electronic and Information Engineering, Naval Aeronautical and Astronautical University,Yantai 264001, China)
The National Natural Science Foundation of China (61102167)
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摘要: 該文針對(duì)全盲條件下單接收天線的空時(shí)分組碼(STBC)識(shí)別問題,提出一種基于四階累積量識(shí)別方法。使用接收信號(hào)的四階累積量作為特征參數(shù),利用高階累積量對(duì)零均值高斯噪聲不敏感的特性,首先求取各種STBC的四階累積量理論值,再對(duì)采樣信號(hào)四階累積量進(jìn)行區(qū)間檢測(cè),從而實(shí)現(xiàn)STBC的識(shí)別。該算法不需要信道信息和噪聲參數(shù),仿真結(jié)果表明,該算法在單天線條件下性能較好。
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關(guān)鍵詞:
- 多輸入多輸出 /
- 單天線識(shí)別 /
- 高階累積量 /
- 空時(shí)分組碼
Abstract: A novel and efficient algorithm is proposed for Space-Time Block Code (STBC) classification, when a single antenna is employed at the receiver. The algorithm exploits the discriminating features provided by the forth-order cumulants of the received signals. Higher-order cumulants (of order greater than 2) are used to eliminate the impact of noise. Firstly, the theoretical value of the different STBCs is caculated, then the samples of STBCs are classified with an interval detector. It does not require estimation of the channel information and signal-to-noise ratio of the transmitted signal. Simulation results show that the proposed method for blind recognition of STBC achieves good performance. -
Choqueuse V, Marazin M, Collin L, et al.. Blind recognition of linear space time block codes: a likelihood-based approach [J]. IEEE Transactions on Signal Processing, 2010, 58(3): 1290-1299. Marey M, Dobre O A, and Liao B. Classification of STBC system over frequency-selective channels[J]. IEEE Transactions on Vehicular Technology, 2015, 64(5): 2159-2164. Choqueuse V, Yao K, and Collin L. Hierarchical space-time block code recognition using correlation matrices[J]. IEEE Transactions on Wireless Communications, 2008, 7(9): 3526-3534. Choqueuse V, Yao K, Collin L, et al.. Blind recognition of linear space time block codes[C]. Proceedings of IEEE International Conference Acoustics, Speech and Signal Processing, Las Vegas, USA, 2008: 2833-2836. Marey M and Dobre O A. Blind modulation classification algorithm for single and multiple-antenna systems over frequency-selective channels[J]. IEEE Signal Processing Letters, 2014, 21(9): 1098-1102. Eldemerdash Y A, Dobre O A, and Liao B J. Blind identification of SM and Alamouti STBC-OFDM signals[J]. IEEE Transactions on Wireless Communications, 2015 14(2): 972-982. Shi M, Bar-Ness Y, and Su W. STC and BLAST MIMO modulation recognition[C]. IEEE Global Telecommunications Conference, Washington, D.C., USA, 2007: 3034-3039. Marey M, Dobre O A, and Inkol R. Classification of space time block codes based on second-order cyclostationarity with transmission impairments[J]. IEEE Transactions on Wireless Communications, 2012, 11(7): 2574-2584. DeYoung M, Health R, and Evans B L. Using higher order cyclostationarity to identify space-time block codes [C]. IEEE Global Telecommunications Conference, New Orleans, USA, 2008: 3370-3374. Karami E and Dobre O A. Identification of SM-OFDM and AL-OFDM signals based on their second-order cyclostationarity[J]. IEEE Transactions on Vehicular Technology, 2015, 64(3): 942-953. 趙知?jiǎng)? 謝少萍, 王海泉. OSTBC信號(hào)累積量特征分析[J]. 電路與系統(tǒng)學(xué)報(bào), 2013, 18(1): 150-155. Zhao Z, Xie S, and Wang H. The characteristic analysis of cumulants of the OSTBC signals[J]. Journal of Circuits and Systems, 2013, 18(1): 150-155. Mohammadkarimi M and Dobre O A. Blind identification of Spatial Multiplexing and Alamouti space-time block code via Kolmogorov-Smirnov(K-S) test[J]. IEEE Communications Letters, 2014, 18(10): 1711-1714. Eldemerdash Y A, Dobre O A, Marey M, et al.. An efficient algorithm for space-time block code classification[C]. IEEE Global Communications Conference, Atlanta, USA, 2013: 3329-3334. Beaulieu N C and Cheng C. Efficient Nakagami-m fading channel simulation[J]. IEEE Transactions on Vehicular Technology, 2005, 54(2): 413-424. Swami A and Sadler B M. Hierarchical digital modulation classification using cumulants[J]. IEEE Transactions on Communications, 2000, 48(3): 416-429. Eldemerdash Y A, Marey M, Dobre O A, et al.. Fourth-order statistics for blind classification of Spatial Multiplexing and Alamouti space-time block code signals[J]. IEEE Transactions on Communications, 2013, 61(6): 2420-2431. Alamouti S M. A simple transmit diversity technique for wireless communication[J]. IEEE Journal on Selected Areas in Communications, 1998, 16(8): 1451-1458. 付衛(wèi)紅, 楊小牛, 劉乃安. 基于四階累積量的穩(wěn)健的通信信號(hào)盲分離算法[J]. 電子與信息學(xué)報(bào), 2008, 30(8): 1853-1856. Fu W, Yang X, and Liu N. Robust algorithm for communication signal blind separation fourth-order- cumulant-based[J]. Journal of Electronics Information Technology, 2008, 30(8): 1853-1856. 張賢達(dá). 信號(hào)分析與處理[M]. 北京: 清華大學(xué)出版社, 2011: 312-317. Zhang X. Signal Analysis and Processing[M]. Beijing: Tsinghua University Press, 2011: 312-317. Srinath M D, Rajasekaran P K, and Viswanathan R. Introduction to Statistical Signal Processing with Application[M]. Englewood Cliffs, NJ: Prentice-Hall, 1996: 192-196. 錢國(guó)兵, 李立萍, 郭亨藝. 多入單出正交空時(shí)分組碼系統(tǒng)的調(diào)制識(shí)別[J]. 電子與信息學(xué)報(bào), 2015, 37(4): 863-867. Qian G, Li L, and Guo H. Modulation identification for orthogonal space-time block code in multiple input single output systems[J]. Journal of Electronics Information Technology, 2015, 37(4): 863-867. -
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