Narrow Band Digital Filtering Approach for CR-IoT Node with Carrier Aggregation Using Zero/Pole Placement

Modar Shbat
{"title":"Narrow Band Digital Filtering Approach for CR-IoT Node with Carrier Aggregation Using Zero/Pole Placement","authors":"Modar Shbat","doi":"10.1109/IoTaIS53735.2021.9628733","DOIUrl":null,"url":null,"abstract":"Using zero/pole design method, the proposed narrow band (NB) infinite impulse response band-pass filter (IIR-BPF) can be designed for coarse narrow spectrum sensing (NSS) algorithms with carrier aggregation (CA) capability to be employed in cognitive radio internet-of-things (CR-IoT) nodes. This IIR-BPF can extract the targeted physical radio resource blocks (PRBs) in the wide orthogonal frequency division multiplexing (OFDM) aggregated bandwidth prior of performing the sensing process. The practical frequency response characteristics of the filter are addressed. The use of the suggested digital filter with energy detector (ED) shows sensing performance enhancement presented by probability or error reduction under noise power uncertainty and low signal-to-noise ratio (SNR). For instance, at SNR=-13 dB and for the same sample complexity (N=100), the probability of error is reduced from 0.67 to 0.48 using the proposed solution.","PeriodicalId":183547,"journal":{"name":"2021 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","volume":"413 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IoTaIS53735.2021.9628733","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Using zero/pole design method, the proposed narrow band (NB) infinite impulse response band-pass filter (IIR-BPF) can be designed for coarse narrow spectrum sensing (NSS) algorithms with carrier aggregation (CA) capability to be employed in cognitive radio internet-of-things (CR-IoT) nodes. This IIR-BPF can extract the targeted physical radio resource blocks (PRBs) in the wide orthogonal frequency division multiplexing (OFDM) aggregated bandwidth prior of performing the sensing process. The practical frequency response characteristics of the filter are addressed. The use of the suggested digital filter with energy detector (ED) shows sensing performance enhancement presented by probability or error reduction under noise power uncertainty and low signal-to-noise ratio (SNR). For instance, at SNR=-13 dB and for the same sample complexity (N=100), the probability of error is reduced from 0.67 to 0.48 using the proposed solution.
基于零极点放置载波聚合的CR-IoT节点窄带数字滤波方法
采用零极设计方法,提出的窄带无限脉冲响应带通滤波器(IIR-BPF)可用于具有载波聚合(CA)能力的粗窄频谱感知(NSS)算法,用于认知无线电物联网(CR-IoT)节点。该IIR-BPF可以在进行感知过程之前,在宽正交频分复用(OFDM)聚合带宽中提取目标物理无线电资源块(PRBs)。讨论了该滤波器的实际频率响应特性。将所提出的数字滤波器与能量检测器(ED)结合使用,在噪声功率不确定性和低信噪比的情况下,通过降低概率或误差来提高传感性能。例如,在信噪比=-13 dB时,对于相同的样本复杂度(N=100),使用所提出的解决方案,错误概率从0.67降低到0.48。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信