Estimation for Traffic Arrival Rate and Service Rate of Primary Users in Cognitive Radio Networks
Xiaolong Yang,Xuezhi Tan
(Communication Research Center, Harbin Institute of Technology, Harbin 150001, China)
Abstract:
In order to estimate the traffic arrival rate and service rate parameters of primary users in cognitive radio networks, a hidden Markov model estimation algorithm (HMM-EA) is proposed, which can provide better estimation performance than the energy detection estimation algorithm (ED-EA). Firstly, spectrum usage behaviors of primary users are described by establishing a preemptive priority queue model, by which a real state transition probability matrix is derived. Secondly, cooperative detection is utilized to detect the real state of primary users and emission matrix is derived by considering both detection and false alarm probability. Then, a hidden Markov model is built based on the previous two steps, and evaluated through the forward-backward algorithm. Finally, the simulations results verify that the HMM-EA algorithm outperforms the ED-EA in terms of convergence performance, and therefore the secondary user is able to access the unused channel with the least busy probability in real time.
Key words: cognitive radio hidden Markov model cooperative detection
DOI：10.11916/j.issn.1005-9113.2015.05.010
Clc Number:TN929.5
Fund:
删除或更新信息，请邮件至freekaoyan#163.com(#换成@)
Estimation for Traffic Arrival Rate and Service Rate of Primary Users in Cognitive Radio Networks
本站小编 哈尔滨工业大学/2019-10-23
相关话题/Estimation Traffic Arrival Rate and
领限时大额优惠券,享本站正版考研考试资料!
优惠券领取后72小时内有效，10万种最新考研考试考证类电子打印资料任你选。涵盖全国500余所院校考研专业课、200多种职业资格考试、1100多种经典教材，产品类型包含电子书、题库、全套资料以及视频，无论您是考研复习、考证刷题，还是考前冲刺等，不同类型的产品可满足您学习上的不同需求。 ...考试优惠券 本站小编 Free壹佰分学习网 2022-09-19New time-"frequency rate" distribution for polynomial phase signal
New time-"frequency rate" distribution for polynomial phase signal ZHANG Yun1, JIANG Yi-cheng1, WANG Yong1, LIU Rui-hua2 1.Institute of Electronic Engineering Technology,Harbin Institute of Technology,Harbin 150001,China;2.Colle ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Influence of Si Contents on the Microstructure Evolution and Mechanical Properties of Al-Mg-Si-Cu-Zn
Influence of Si Contents on the Microstructure Evolution and Mechanical Properties of Al-Mg-Si-Cu-Zn Alloys Author NameAffiliationLiang ZhuState Key Laboratory for Advanced Metals and Materials, University of Science and Technology Beijing, Beijing 100083, ChinaMingxing GuoS ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Volatility Estimation of Multivariate ARMA-GARCH Model
Volatility Estimation of Multivariate ARMA-GARCH Model Author NameAffiliationPengfei XieSchool of Mathematics and Statistics, Xidian University, Xi’an 710071, ChinaJimin YeSchool of Mathematics and Statistics, Xidian University, Xi’an 710071, ChinaJunyuan WangSchool of Mathe ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05GEO Satellite Thruster Configuration and Optimization
GEO Satellite Thruster Configuration and Optimization Author NameAffiliationJiajia FengBeijing Institute of Control Engineering, Beijing 100190, ChinaScience and Technology on Space Intelligent Control Laboratory,Beijing 100190,ChinaZuowei WangBeijing Institute of Control En ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Hidden Attractors in a Delayed Memristive Differential System with Fractional Order and Chaos Synchr
Hidden Attractors in a Delayed Memristive Differential System with Fractional Order and Chaos Synchronization Author NameAffiliationDawei DingSchool of Electronics and Information Engineering, Anhui University, Hefei 230601, ChinaKey Laboratory of Intelligent Computing and S ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Vibration Absorption Efficiency and Higher Branches Elimination of Variable-Stiffness Nonlinear Ener
Vibration Absorption Efficiency and Higher Branches Elimination of Variable-Stiffness Nonlinear Energy Sink Author NameAffiliationRui ZhongTianjin Key Laboratory of the Design and Intelligent Control of the Advanced Mechatronical System, Tianjin University of Technology,Tian ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Biodegradation of Ammonia Nitrogen Using a Novel Candida sp. Strain N6 Immobilization
Biodegradation of Ammonia Nitrogen Using a Novel Candida sp. Strain N6 Immobilization Author NameAffiliationKai WangSchool of Marine Science and Technology, Harbin Institute of Technology, Weihai,Weihai 264209, Shandong, ChinaSchool of Municipal and Environmental Engineering ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Aging Behavior and Creep Characteristics of CACB
Aging Behavior and Creep Characteristics of CACB Author NameAffiliationYunliang LiSchool of Transportation Science and Engineering, Harbin Institute of Technology, Harbin 150090, ChinaYuze LiuSchool of Transportation Science and Engineering, Harbin Institute of Technology, H ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Loop Closure Detection of Visual SLAM Based on Point and Line Features
Loop Closure Detection of Visual SLAM Based on Point and Line Features Author NameAffiliationChang’an LiuSchool of Control and Computer Engineering,North China Electric Power University,Beijing 102206, ChinaRuiying ChengSchool of Control and Computer Engineering,North China ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Dynamics Analysis of Fractional-Order Memristive Time-Delay Chaotic System and Circuit Implementatio
Dynamics Analysis of Fractional-Order Memristive Time-Delay Chaotic System and Circuit Implementation Author NameAffiliationDawei DingSchool of Electronics and Information Engineering, Anhui University, Hefei 230601, ChinaHui LiuSchool of Electronics and Information Engineer ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05
