New algorithms for blind recognition of OFDM based systems

被引:31
作者
Bouzegzi, Abdelaziz [1 ]
Ciblat, Philippe [2 ]
Jallon, Pierre [1 ]
机构
[1] CEA, LETI, MINATEC, Grenoble, France
[2] ENST, Paris, France
关键词
Cognitive radio; Blind system recognition; OFDM; Cyclostationarity; Maximum likelihood; Kurtosis; CYCLOSTATIONARITY;
D O I
10.1016/j.sigpro.2009.09.017
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the context of cognitive radio or military applications, it is a crucial task to distinguish blindly various OFDM based systems (e.g., Wifi, Wimax, 3GPP/LTE, DVB-T) from each others. Existing OFDM based systems differ from their subcarrier spacing used in OFDM modulation. One can thus carry out recognition algorithms based on the value of the subcarrier spacing. Standard approaches developed in the literature rely on the detection of the cyclic prefix which enables to exhibit the value of the used subcarrier spacing. Nevertheless these approaches fail when either the cyclic prefix duration is small or the channel impulse response is almost as large as the cyclic prefix. Therefore we propose four new algorithms to estimate the parameters of OFDM modulated signal (especially the subcarrier spacing) relying on (i) the normalized kurtosis, (ii) the maximum-likelihood principle, (iii) the matched filter, and (iv) the second-order cyclostationary property. We show the strong robustness of proposed algorithms to short cyclic prefix, multipath channel, time offset, and frequency offset. Comparisons between proposed algorithms and the state of art techniques are done by means of computer simulations. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:900 / 913
页数:14
相关论文
共 18 条
[1]  
AKMOUCHE W, 2000, AS C COMP CIRC SYST, P142
[2]  
[Anonymous], IEEE C PERS IND MOB
[3]   Non data-aided estimation of the modulation index of continuous phase modulations [J].
Bianchi, P ;
Loubaton, P ;
Sirven, F .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (10) :2847-2861
[4]  
BROCKWELL R, SPRINGER SERIES STAT
[5]   Asymptotic analysis of blind cyclic correlation-based symbol-rate estimators [J].
Ciblat, P ;
Loubaton, P ;
Serpedin, E ;
Giannakis, GB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (07) :1922-1934
[6]   STATISTICAL TESTS FOR PRESENCE OF CYCLOSTATIONARITY [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (09) :2355-2369
[7]   On the cyclostationarity of OFDM and single carrier linearly digitally modulated signals in time dispersive channels with applications to modulation recognition [J].
Dobre, O. A. ;
Punchihewa, A. ;
Rajan, S. ;
Inkol, R. .
WCNC 2008: IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-7, 2008, :1284-+
[8]   Survey of automatic modulation classification techniques: classical approaches and new trends [J].
Dobre, O. A. ;
Abdi, A. ;
Bar-Ness, Y. ;
Su, W. .
IET COMMUNICATIONS, 2007, 1 (02) :137-156
[9]   Second-order Cyclostationarity of Cyclically Prefixed Single Carrier Linear Digital Modulations with Applications to Signal Recognition [J].
Dobre, O. A. ;
Zhang, Q. ;
Rajan, S. ;
Inkol, R. .
GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
[10]   Blind equalization - Case of an unknown symbol period [J].
Houcke, S ;
Chevreuil, A ;
Loubaton, P .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (03) :781-793