FPGA implementation of spectrum sensing based on energy detection for Cognitive Radio

S. Srinu, S. L. Sabat
{"title":"FPGA implementation of spectrum sensing based on energy detection for Cognitive Radio","authors":"S. Srinu, S. L. Sabat","doi":"10.1109/ICCCCT.2010.5670540","DOIUrl":null,"url":null,"abstract":"Spectrum sensing is a critical component of the Cognitive Radio that detects the presence of primary user signal in a channel. In this paper energy detection technique based on Neyman-pearson criterion is used to detect the presence of deterministic primary user (PU) signals in the channel. We have considered three different kinds of modulated signal such as BPSK, QPSK, DVB-T (2K mode) under additive white Gaussian noise (AWGN) and Rayleigh fading channel environment as specified in IEEE 802.22 standard for validating the algorithm. The simulation result shows that the energy detector achieves the desired probability of detection (≥0.9) with probability of false alarm (≤0.1) at low signal to noise ratio (SNR) up to −8dB for QPSK and DVB-T modulated signal with sample size of 64. The algorithm is also implemented in Xilinx Virtex2pro XC2VP30 (FFG896-7) Field Programmable Gate Array (FPGA). Hardware in loop (HIL) technique is used for verifying the algorithm in FPGA. The implementation result reveals that the algorithm fits into the Virtex2pro FPGA and can execute with operating frequency between 110 to 138 MHz for different sample size of primary user signals.","PeriodicalId":250834,"journal":{"name":"2010 INTERNATIONAL CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"27","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 INTERNATIONAL CONFERENCE ON COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCCT.2010.5670540","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 27

Abstract

Spectrum sensing is a critical component of the Cognitive Radio that detects the presence of primary user signal in a channel. In this paper energy detection technique based on Neyman-pearson criterion is used to detect the presence of deterministic primary user (PU) signals in the channel. We have considered three different kinds of modulated signal such as BPSK, QPSK, DVB-T (2K mode) under additive white Gaussian noise (AWGN) and Rayleigh fading channel environment as specified in IEEE 802.22 standard for validating the algorithm. The simulation result shows that the energy detector achieves the desired probability of detection (≥0.9) with probability of false alarm (≤0.1) at low signal to noise ratio (SNR) up to −8dB for QPSK and DVB-T modulated signal with sample size of 64. The algorithm is also implemented in Xilinx Virtex2pro XC2VP30 (FFG896-7) Field Programmable Gate Array (FPGA). Hardware in loop (HIL) technique is used for verifying the algorithm in FPGA. The implementation result reveals that the algorithm fits into the Virtex2pro FPGA and can execute with operating frequency between 110 to 138 MHz for different sample size of primary user signals.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于能量检测的认知无线电频谱感知的FPGA实现
频谱感知是认知无线电的关键组成部分,它检测信道中主用户信号的存在。本文采用基于内曼-皮尔逊准则的能量检测技术检测信道中是否存在确定性主用户信号。我们考虑了三种不同的调制信号,如BPSK、QPSK、DVB-T (2K模式)在加性高斯白噪声(AWGN)和IEEE 802.22标准规定的瑞利衰落信道环境下对算法进行验证。仿真结果表明,对于样本量为64的QPSK和DVB-T调制信号,能量检测器在低信噪比(SNR)高达- 8dB的情况下,达到了期望的检测概率(≥0.9)和虚警概率(≤0.1)。该算法也在Xilinx Virtex2pro XC2VP30 (FFG896-7)现场可编程门阵列(FPGA)上实现。在FPGA中采用硬件在环技术对算法进行验证。实现结果表明,该算法适用于Virtex2pro FPGA,可在110 ~ 138mhz的工作频率范围内对不同样本量的主用户信号进行处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Face recognition system using multi layer feed Forward Neural Networks and Principal Component Analysis with variable learning rate VLSI design of mixed radix FFT Processor for MIMO OFDM in wireless communications Cellular phone based biomedical system for health care Intelligent based modelling, control and fault detection of chemical process Analysis of linear biconical antenna array
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1