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In a cognitive radio (CR) network, the system throughput and the probability of collision between primary users (PUs) and CR users are directly influenced by the frequency of spectrum sensing. This paper focuses on adaptively scheduling spectrum sensing such that negative impacts to the performance of the CR network are minimized. Based on an in-depth analysis into the spectral usage patterns of PUs, an adaptive spectrum detecting algorithm is proposed. By introducing a "control factor", the proposed algorithm can adaptively schedule the spectrum sensing, while maintaining the CR system stability, so as to increase spectral utilization efficiency, as well as reducing the probability of collision between PUs and CR users. Therefore, the energy consumption of the CR system is reduced. Simulations show that the proposed algorithm can effectively increase the system throughput, with minimal interference to primary users while ensuring the system stability. Meanwhile, it is shown that the proposed algorithm has low implementation complexity for practical applications.
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Keywords:
- cognitive radio (CR) /
- adaptive spectrum sensing /
- green communications /
- maximum likelihood
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[25] Hoang A T, Liang Y H, Zeng Y H 2010 IEEE Trans. Commun. 58 235
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[28] Zhao Q, Tong L, Swami A, Chen Y X 2007 IEEE J. Sel. Areas Commun. 25 589
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[30] Willkomm D, Machiraju S, Bolot J, Wolosz A IEEE Symposium in Dy SPAN Chicago, IL, USA 2008 p1
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[1] Conti J P 2006 Communications Engineer 4 20
[2] FCC 2003 FCC Document ET Docket 3 108
[3] Haykin S 2005 IEEE J. Sel. Areas Commun. 23 201
[4] Zheng S L, Yang X N 2012 Acta Phys. Sin. 61 148402 (in Chinese) [郑仕链, 杨小牛 2012 61 148402]
[5] He A, Amanna A, Tsou T, Chen X, Datla D, Gaeddert J, Newman T, Hasan S M, Volos H, Reed J H, Bose T 2011 J. Commun. 6 340
[6] Zu Y X, Zhou J 2011 Acta Phys. Sin. 60 079501 (in Chinese) [俎云霄, 周杰 2011 60 079501]
[7] Zhao Z J, Xu S Y, Zheng S L, Yang X N 2009 Acta Phys. Sin. 58 5118 (in Chinese) [赵知劲, 徐世宇, 郑仕链, 杨小牛 2009 58 5118]
[8] Sun B, Jiang J J 2011 Acta Phys. Sin. 60 110701 (in Chinese) [孙彪, 江建军 2011 60 110701]
[9] Chai Z Y, Chen L, Zhu S F 2012 Acta Phys. Sin. 61 058801 (in Chinese) [柴争义, 陈亮, 朱思峰 2012 61 058801]
[10] Huang L Y, Liu C, Wang S P 2010 Journal on Commun. 31 136 (in Chinese) [黄丽亚, 刘臣, 王锁萍 2010 通信学报 31 136]
[11] Zheng S L, Lou C Y, Yang X N 2010 Acta Phys. Sin. 59 3611 (in Chinese) [郑仕链, 楼才义, 杨小牛 2010 59 3611]
[12] Sun B, Hua J J 2011 Acta Phys. Sin. 60 110701 (in Chinese) [孙彪, 江建军 2011 60 110701]
[13] Zhou J, Zu Y X 2010 Acta Phys. Sin. 59 7508 (in Chinese) [周杰, 俎云霄 2010 59 7508]
[14] Liang Y C, Zeng Y, Peh E, Hoang T 2008 IEEE Trans. Commun. 7 1326
[15] Zhao Q, Krishnamachari B, Liu K 2008 IEEE Trans. Wireless Commun 7 5431
[16] Hoang A T, Liang Y C, Wong D T C, Zeng Y, Zhang R 2009 IEEE Trans. Wireless Commun. 8 1206
[17] Zhao Q, Geirhofer S, Tong L, Sadler B M 2008 IEEE Trans. Signal Process. 56 785
[18] Kim H, Shin K G 2008 IEEE Trans. Mobile Computing 7 533
[19] Han N, Shon S H, Chung J H, Kim J M 2006 The 8th International Conference on Advanced Communication Technology Phoenix Park Feb. 20-22, 2006 p1770
[20] Zeng Y H, Liang Y C 2009 IEEE Trans. Commun. 57 1784
[21] Zhang Y, Feng C Y, Guo C L 2008 Journal of Beijing University of Posts and Telecommunications 31 128 (in Chinese) [张宇, 冯春燕, 郭彩丽 2008 北京邮电大学学报 31 128]
[22] Su X, Shen S Q, Feng Z Y, Chen X 2009 Journal of Electronics & Information Technology 31 2801 (in Chinese) [苏曦, 沈树群, 冯志勇, 陈星 2009 电子与信息学报 31 2801]
[23] Guo C L, Zeng Z M, Feng C Y, Liu Z Q 2009 Journal of Electronics & Information Technology 31 920 (in Chinese) [郭彩丽, 曾志民, 冯春燕, 刘子琦 2009 电子与信息学报 31 920]
[24] Choi K W 2010 IEEE Trans. Vehicular Technology 59 992
[25] Hoang A T, Liang Y H, Zeng Y H 2010 IEEE Trans. Commun. 58 235
[26] Brillinger D 1985 IEEE Trans. Signal Process 33 1076
[27] Lee W Y, Akyildiz I F 2008 IEEE Trans. Wireless Commun. 7 3845
[28] Zhao Q, Tong L, Swami A, Chen Y X 2007 IEEE J. Sel. Areas Commun. 25 589
[29] Sriramk, Whitt W 1986 IEEE J. Sel. Areas Commun. 4 833
[30] Willkomm D, Machiraju S, Bolot J, Wolosz A IEEE Symposium in Dy SPAN Chicago, IL, USA 2008 p1
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