Sensing-Based SU Access Performance Study with a Four-State Markov Model in Cognitive Radios

被引:0
作者
Schwartz, Aydan [1 ]
Kandeepan, Sithamparanathan [1 ]
Conder, Phillip [1 ]
Wang, Ke [1 ]
机构
[1] RMIT Univ, Sch Engn, Melbourne, Vic, Australia
来源
2021 15TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ICSPCS) | 2021年
关键词
cognitive radio; markov model; spectrum occupancy; spectrum conflict; probability of false alarm; probability of detection;
D O I
10.1109/ICSPCS53099.2021.9660254
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Interference amongst radio transmissions is a key limiting factor in wireless communications. In this paper we present the results of a four state Markov model for a sensing based Secondary User access scheme and the respective derived closed form expressions. The model is primarily analysed in terms of interference and successful Secondary User transmissions, through the variation of transition probabilities and detection probabilities. The effects on interference are shown to be chiefly dependent on the probability of detection where successful Secondary User transmissions are primarily dependent on the probability of false alarm. The results and analysis introduce a baseline analysis framework of the probable spectrum conflict and wastage for a simple sensing based opportunistic access.
引用
收藏
页数:7
相关论文
共 16 条
[1]   6G and Beyond: The Future of Wireless Communications Systems [J].
Akyildiz, Ian F. ;
Kak, Ahan ;
Nie, Shuai .
IEEE ACCESS, 2020, 8 :133995-134030
[2]  
Al-Hourani A, 2015, 2015 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC), P97, DOI 10.1109/EuCNC.2015.7194048
[3]  
[Anonymous], 2008, IEEE Standard 1900.1-2008
[4]  
[Anonymous], 2002, Spectrum Policy Task Force
[5]   A Markov Decision Process-Based Opportunistic Spectral Access [J].
Arunthavanathan, Senthuran ;
Kandeepan, Sithamparanathan ;
Evans, Robin. J. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2016, 5 (05) :544-547
[6]   Effect of Spectrum Sensing Errors on the Performance of OFDM-Based Cognitive Radio Transmission [J].
Chen, Yunfei ;
Tang, Zijian .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (06) :2342-2350
[7]  
Cisco, 2020, Cisco Annual Internet Report
[8]   On the Limits of Predictability in Real-World Radio Spectrum State Dynamics: From Entropy Theory to 5G Spectrum Sharing [J].
Ding, Guoru ;
Wang, Jinlong ;
Wu, Qihui ;
Yao, Yu-Dong ;
Li, Rongpeng ;
Zhang, Honggang ;
Zou, Yulong .
IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (07) :178-183
[9]   Statistical spectrum occupancy prediction for dynamic spectrum access: a classification [J].
Eltom, Hamid ;
Kandeepan, Sithamparanathan ;
Evans, Robin J. ;
Liang, Ying Chang ;
Ristic, Branko .
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2018,
[10]   Cognitive radio: Brain-empowered wireless communications [J].
Haykin, S .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2005, 23 (02) :201-220