一级黄色片免费播放|中国黄色视频播放片|日本三级a|可以直接考播黄片影视免费一级毛片

高級搜索

留言板

尊敬的讀者、作者、審稿人, 關(guān)于本刊的投稿、審稿、編輯和出版的任何問題, 您可以本頁添加留言。我們將盡快給您答復(fù)。謝謝您的支持!

姓名
郵箱
手機號碼
標(biāo)題
留言內(nèi)容
驗證碼

一種新的時分多址信號射頻特征及其在特定輻射源識別中的應(yīng)用

潘一葦 彭華 李天昀 王文雅

潘一葦, 彭華, 李天昀, 王文雅. 一種新的時分多址信號射頻特征及其在特定輻射源識別中的應(yīng)用[J]. 電子與信息學(xué)報, 2019, 41(11): 2661-2668. doi: 10.11999/JEIT190163
引用本文: 潘一葦, 彭華, 李天昀, 王文雅. 一種新的時分多址信號射頻特征及其在特定輻射源識別中的應(yīng)用[J]. 電子與信息學(xué)報, 2019, 41(11): 2661-2668. doi: 10.11999/JEIT190163
Yiwei PAN, Hua PENG, Tianyun LI, Wenya WANG. A Novel Radiometric Signature of Time-Division Multiple Access Signals and Its Application to Specific Emitter Identification[J]. Journal of Electronics & Information Technology, 2019, 41(11): 2661-2668. doi: 10.11999/JEIT190163
Citation: Yiwei PAN, Hua PENG, Tianyun LI, Wenya WANG. A Novel Radiometric Signature of Time-Division Multiple Access Signals and Its Application to Specific Emitter Identification[J]. Journal of Electronics & Information Technology, 2019, 41(11): 2661-2668. doi: 10.11999/JEIT190163

一種新的時分多址信號射頻特征及其在特定輻射源識別中的應(yīng)用

doi: 10.11999/JEIT190163
基金項目: 國家自然科學(xué)基金(61401511, U1736107)
詳細(xì)信息
    作者簡介:

    潘一葦:男,1990年生,博士生,研究方向為通信信號處理、特定輻射源識別

    彭華:男,1973年生,教授,研究方向為通信信號處理、軟件無線電

    李天昀:男,1979年生,副教授,研究方向為通信信號處理、軟件無線電

    王文雅:女,1991年生,碩士生,研究方向為通信信號處理、可見光通信

    通訊作者:

    潘一葦 novakd@163.com

  • 中圖分類號: TN911.7

A Novel Radiometric Signature of Time-Division Multiple Access Signals and Its Application to Specific Emitter Identification

Funds: The National Natural Science Foundation of China (61401511, U1736107)
  • 摘要: 時分多址(TDMA)信號特定輻射源識別(SEI)的性能主要受限于突發(fā)數(shù)據(jù)的長度。為此,該文提出一種新的射頻特征,從載波相位上揭示了相鄰時隙的用戶是否相同,為相同用戶的數(shù)據(jù)累積提供了依據(jù)。該文首先分析了特征的產(chǎn)生機理,并給出了提取方法;根據(jù)特征的統(tǒng)計特性,推導(dǎo)了自適應(yīng)的判決門限,實現(xiàn)了相鄰時隙用戶身份的檢測;在此基礎(chǔ)上,設(shè)計了新的SEI處理流程,通過數(shù)據(jù)累積打破了每個時隙單獨識別的傳統(tǒng)思維。實驗結(jié)果表明:該特征對噪聲具備良好的魯棒性,能夠?qū)崿F(xiàn)相鄰時隙用戶身份的準(zhǔn)確檢測;與傳統(tǒng)做法相比,新的處理流程能夠有效改善TDMA信號SEI的性能。
  • 圖  1  TDMA突發(fā)數(shù)據(jù)結(jié)構(gòu)

    圖  2  直接變頻發(fā)射機的典型結(jié)構(gòu)

    圖  3  傳統(tǒng)的TDMA信號SEI處理流程

    圖  4  根據(jù)一段實際信號計算得到的升序向量

    圖  5  新的TDMA信號SEI處理流程

    圖  6  不同判決門限下的檢測正確率

    圖  7  不同信噪比下的漏檢概率和虛檢概率

    圖  8  不同信噪比下有/無數(shù)據(jù)累積的識別正確率

    圖  9  不同觀測時長對算法性能的影響

    表  1  不同信噪比下的檢測性能

    信噪比${{{E_S}} / {{N_0}}}$(dB)判決門限$\gamma $檢測概率${P_{\rmq7j3ldu95}}$(%)檢測正確率${P_{\rm{c}}}$(%)
    100.058299.672397.2490
    120.046799.696997.6732
    140.038699.707798.0256
    160.033699.710898.2951
    180.030499.736998.4334
    200.028599.743198.5184
    220.027399.809298.6035
    240.026699.821598.6404
    下載: 導(dǎo)出CSV
  • DANEV B, ZANETTI D, and CAPKUN S. On physical-layer identification of wireless devices[J]. ACM Computing Surveys, 2012, 45(1): Article No.6. doi: 10.1145/2379776.2379782
    SPEZIO A E. Electronic warfare systems[J]. IEEE Transactions on Microwave Theory and Techniques, 2002, 50(3): 633–644. doi: 10.1109/22.989948
    MERCHANT K, REVAY S, STANTCHEV G, et al. Deep learning for RF device fingerprinting in cognitive communication networks[J]. IEEE Journal of Selected Topics in Signal Processing, 2018, 12(1): 160–167. doi: 10.1109/JSTSP.2018.2796446
    DING Lida, WANG Shilian, WANG Fanggang, et al. Specific emitter identification via convolutional neural networks[J]. IEEE Communications Letters, 2018, 22(12): 2591–2594. doi: 10.1109/LCOMM.2018.2871465
    KIM K, SPOONER C M, AKBAR I, et al. Specific emitter identification for cognitive radio with application to IEEE 802.11[C]. IEEE Global Telecommunications, New Orleans, USA, 2008: 1–5.
    HAN Jie, ZHANG Tao, REN Dongfang, et al. Communication emitter identification based on distribution of bispectrum amplitude and phase[J]. IET Science, Measurement & Technology, 2017, 11(8): 1104–1112. doi: 10.1049/iet-smt.2017.0024
    BERTONCINI C, RUDD K, NOUSAIN B, et al. Wavelet fingerprinting of radio-frequency identification (RFID) tags[J]. IEEE Transactions on Industrial Electronics, 2012, 59(12): 4843–4850. doi: 10.1109/TIE.2011.2179276
    ZHANG Jingwen, WANG Fanggang, DOBRE O A, et al. Specific emitter identification via Hilbert-Huang transform in single-hop and relaying scenarios[J]. IEEE Transactions on Information Forensics and Security, 2016, 11(6): 1192–1205. doi: 10.1109/TIFS.2016.2520908
    任東方, 張濤, 韓潔, 等. 基于ITD與紋理分析的特定輻射源識別方法[J]. 通信學(xué)報, 2017, 38(12): 160–168. doi: 10.11959/j.issn.1000-436x.2017299

    REN Dongfang, ZHANG Tao, HAN Jie, et al. Specific emitter identification based on ITD and texture analysis[J]. Journal on Communications, 2017, 38(12): 160–168. doi: 10.11959/j.issn.1000-436x.2017299
    SATIJA U, TRIVEDI N, BISWAL G, et al. Specific emitter identification based on variational mode decomposition and spectral features in single hop and relaying scenarios[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(3): 581–591. doi: 10.1109/TIFS.2018.2855665
    BRIK V, BANERJEE S, GRUTESER M, et al. Wireless device identification with radiometric signatures[C]. The 14th ACM International Conference on Mobile Computing and Networking, New York, USA, 2008: 116–127.
    PENG Linning, HU Aiqun, ZHANG Junqing, et al. Design of a hybrid RF fingerprint extraction and device classification scheme[J]. IEEE Internet of Things Journal, 2019, 6(1): 349–360. doi: 10.1109/JIOT.2018.2838071
    LIU Mingwei and DOHERTY J F. Specific emitter identification using nonlinear device estimation[C]. Proceedings of IEEE Sarnoff Symposium, Princeton, USA, 2008: 1–5.
    POLAK A C and GOECKEL D L. Wireless device identification based on RF oscillator imperfections[J]. IEEE Transactions on Information Forensics and Security, 2015, 10(12): 2492–2501. doi: 10.1109/TIFS.2015.2464778
    ZHANG Yi. Wireless transmitter IQ balance and sideband suppression[EB/OL]. http://www.analog.com/media/en/technical-documentation/applicationnotes/AN-1100.pdf, 2018.
    潘一葦, 彭華, 李天昀, 等. 針對特定輻射源識別的高精度符號同步方法[J]. 通信學(xué)報, 2018, 39(8): 106–112. doi: 10.11959/j.issn.1000-436x.2018132

    PAN Yiwei, PENG Hua, LI Tianyun, et al. High-precision symbol timing algorithm for specific emitter identification[J]. Journal on Communications, 2018, 39(8): 106–112. doi: 10.11959/j.issn.1000-436x.2018132
    DE OLIVEIRA M C and BITMEAD R R. High-fidelity modulation parameter estimation of non-cooperative transmitters: Carrier frequency[J]. Digital Signal Processing, 2011, 21(5): 632–637. doi: 10.1016/j.dsp.2011.03.002
    CHANG C C and LIN C J. LIBSVM: A library for support vector machines[EB/OL]. http://www.csie.ntu.edu.tw/~cjlin/libsvm, 2018.
  • 加載中
圖(9) / 表(1)
計量
  • 文章訪問數(shù):  4067
  • HTML全文瀏覽量:  1250
  • PDF下載量:  84
  • 被引次數(shù): 0
出版歷程
  • 收稿日期:  2019-03-20
  • 修回日期:  2019-06-05
  • 網(wǎng)絡(luò)出版日期:  2019-06-14
  • 刊出日期:  2019-11-01

目錄

    /

    返回文章
    返回