认知无线电网络中频谱感知能耗的建模研究

doi:10.16182/j.issn1004731x.joss.201710014

系统仿真学报 ›› 2017, Vol. 29 ›› Issue (10): 2330-2335.doi: 10.16182/j.issn1004731x.joss.201710014

认知无线电网络中频谱感知能耗的建模研究

崔自如, 彭艺

昆明理工大学信息工程与自动化学院,云南昆明 650500

收稿日期:2015-10-08 发布日期:2020-06-04
作者简介:崔自如(1992-),女,满族,河北,硕士生,研究方向为无线网络通信;彭艺(1975-),女,云南,博士,副教授,研究方向为无线网络通信。
基金资助:
云南省科技厅基金(KKS0201403016),云南省食品安全研究院项目(KKSTJ201303008)

Modeling of Spectrum Sensing Energy Consumption in Cognitive Radio Networks

Cui Ziru, Peng Yi

Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China

Received:2015-10-08 Published:2020-06-04

摘要/Abstract

摘要： 在认知无线电网络中,频谱感知过程的能量消耗是研究热点。提出一种基于泊松过程可用于统计干扰受限下的能量消耗进行建模,获得频谱感知能量消耗。频谱感知能量作为认知无线电网络的次要用户数量、空间密度和跳数的函数,可以建模为伽玛截断分布。将该模型用于时域感知、空域感知以及时域-空域联合感知在频谱感知过程中认知用户的能量消耗统计分析,仿真及分析结果表明了该模型的科学合理性。

关键词: 伽玛分布, 无线电频谱, 感知能量, 统计建模

Abstract: In cognitive radio networks, the energy consumption in the process of spectrum sensing is the hot spot of research. A unified framework for modeling based on Poisson process was developed which could be used even under interference limited to count the energy consumption, thereby obtaining a spectrum sensing energy consumption. Spectrum sensing energy as the function of the number of secondary users in cognitive radio networks, their spatial density and the number of hops, could be modelled as a truncated gamma distribution. This model is used to statistically analyze cognitive users' energy consumption in the process of spectrum sensing under the circumstance of temporal perception, spatial perception and temporal - spatial joint perception. Simulation and analysis results show that the model is of scientific rationality.

Key words: gamma distribution, radio spectrum, sensing energy, statistical modeling

中图分类号:

TP393.17

崔自如, 彭艺. 认知无线电网络中频谱感知能耗的建模研究[J]. 系统仿真学报, 2017, 29(10): 2330-2335.

Cui Ziru, Peng Yi. Modeling of Spectrum Sensing Energy Consumption in Cognitive Radio Networks[J]. Journal of System Simulation, 2017, 29(10): 2330-2335.

参考文献

[1] Efe F Orumwense, Thomas J Afullo, Viranjay M Srivastava.Secondary User Energy Consumption in Cognitive Radio Networks[J]. Africon (S2153-0033), 2015, 23(4): 1-5.
[2] Saud Althunibat, Sandeep Narayanan, Marco Di Renzo, et al.On the Energy Consumption of the Decision-Fusion Rules in Cognitive Radio Networks[J]. Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2012, 9(17): 125-129.
[3] P Sungsoo.Cognitive Radio Network with Energy Harvesting[J]. IEEE Transactions on Wireless Communications (S1536-1276), 2013, 12(3): 1386-1397.
[4] W Y Lee, I F Akyildiz.Spectrum-aware mobility management in cognitive radio cellular networks[J]. IEEE Transactions on Mobile Computing (S1536-1233), 2012, 11(4): 529-542.
[5] S Sengupta, K P Subbalakshmi.Open research issues in multi-hop cognitive radio networks[J]. IEEE Communications Magazine (S0163-6804), 2013, 51(4): 168-176.
[6] 杨明极, 吴琼, 石佳庆, 等. 信噪比比较的协作频谱感知算法[J]. 哈尔滨理工大学学报(S1007-2683), 2013, 18(2): 105-108.
(Yang M J, Wu Q, Shi J Q.A cooperative spectrum sensing algorithm of SNR comparison[J]. Journal of Harbin University of Science and Technology (S1007-2683), 2013, 18(2): 105-108.)
[7] 张阳. 基于频谱感知的自适应跳频抗干扰通信系统的仿真研究 [D]. 成都: 电子科技大学, 2014: 1-6.
(Zhang Y.Simulation research on adaptive frequency hopping anti-jamming communications system based on spectrum sensing [D]. Chengdu, China: University of Electronic Science and Technology of China, 2014.)
[8] 马恒. 认知无线电中频谱检测技术研究[J]. 无线电工程, 2014, 44(3): 77-80.
(Ma H.Research on spectrum detection technology in Cognitive radio[J]. Radio Engineering, 2014, 44(3): 77-80.)
[9] R W Heath, M Kountouris, T Bai.Modeling heterogeneous network interference using possion point processes[J]. IEEE Transactions on Signal Processing (S1053-587X), 2013, 61(16): 4114-4126.
[10] M S Ali, N B Mehta.Modeling time-varying aggregate interference in cognitive radio systems, and application to primary exclusive zone design[J]. IEEE Transactions on Wireless Communication (S1536-1276), 2014, 13(1): 429-439.
[11] Y Kondareddy, P Agrawal.Enforcing Cooperative spectrum sensing in cognitive radio networks[J]. Global Telecommunications Conference (S1930-529X), 2011, 10(11): 1-6.
[12] 李映雪. 认知无线电中的频谱感知技术研究技术研究 [D]. 北京: 北京邮电大学, 2013: 1-7.
(Li Y X.Research on spectrum sensing technology in cognitive radio [D]. Beijing, China: Beijing University of Posts and Telecommunications, 2013: 1-7.)
[13] Huang Xinlin, Wang Gang, Hu Fei, et al.Multitask Spectrum Sensing in Cognitive Radio Network via Spatiotemporal Data Mining[J]. IEEE Transactions on Vehicular Technology (S0018-9545), 2013, 62(3): 809-823.

认知无线电网络中频谱感知能耗的建模研究

Modeling of Spectrum Sensing Energy Consumption in Cognitive Radio Networks

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