Collaborative autocorrelation-based spectrum sensing of OFDM signals in cognitive radios

被引:19
作者
Chaudhari, Sachin [1 ]
Lunden, Jarmo [1 ]
Koivunen, Visa [1 ]
机构
[1] Aalto Univ, Signal Proc Lab, SMARAD CoE, FIN-02150 Espoo, Finland
来源
2008 42ND ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1-3 | 2008年
关键词
SENSORS;
D O I
10.1109/CISS.2008.4558519
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A simple and efficient spectrum sensing scheme for Orthogonal Frequency Division Multiplexing (OFDM) signals of primary user in cognitive radio systems is proposed in this paper. A detector exploiting the well-known autocorrelation property of cyclic prefix (CP) based OFDM signals is developed. The proposed scheme is then extended to the case of many secondary users collaborating in order to detect the primary user in the face of shadowing and fading. The amount of information each user sends to other users or fusion center is constrained by censoring scheme where only informative decision statistics are sent. Censoring allows reducing the power consumption in battery operated mobile terminals. The statistical properties of the decision statistics are established. Limits on the censoring region are found under constraints on false-alarm and transmission rates. The distribution of the test statistics for cooperative detection with censoring is approximated using characteristic functions. The performance of the scheme is studied by simulations.
引用
收藏
页码:191 / 196
页数:6
相关论文
共 10 条
[1]  
[Anonymous], P 2 INT C COGN RAD O
[2]  
[Anonymous], SCANDINAVIAN ACTUARI
[3]  
Appadwedula S, 2002, PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL I, P56, DOI 10.1109/ICIF.2002.1021131
[4]   STATISTICAL TESTS FOR PRESENCE OF CYCLOSTATIONARITY [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (09) :2355-2369
[5]  
Lunden J., 2007, P 41 AS C SIGN SYST
[6]   Censoring sensors: A low-communication-rate scheme for distributed detection [J].
Rago, C ;
Willett, P ;
BarShalom, Y .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1996, 32 (02) :554-568
[7]  
Stoica P., 1997, INTRO SPECTRAL ANAL
[8]   ML estimation of time and frequency offset in OFDM systems [J].
vandeBeek, JJ ;
Sandell, M ;
Borjesson, PO .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (07) :1800-1805
[9]   Distributed detection with multiple sensors .1. Fundamentals [J].
Viswanathan, R ;
Varshney, PK .
PROCEEDINGS OF THE IEEE, 1997, 85 (01) :54-63
[10]  
Ware R., 2003, 200315 UCDMS