PER evaluation of K-min Viterbi decoder for wireless sensors

T. Tran, D. Nguyen, Y. Nakashima
{"title":"PER evaluation of K-min Viterbi decoder for wireless sensors","authors":"T. Tran, D. Nguyen, Y. Nakashima","doi":"10.1109/ICSENST.2016.7796225","DOIUrl":null,"url":null,"abstract":"Wireless transceiver is a mandatory component of any kind of wireless sensors. Inside wireless transceiver, Viterbi decoder (VD) is needed to improve the decoding performance of the transceiver. In this paper, we propose a low complexity Viterbi decoder algorithm for wireless sensors that aim to support Internet of Thing (IoT) applications. Our algorithm is named as K-min Viterbi decoder because only K nodes with minimum distance at each layer of the decoder are selected for processing. To evaluate packet error rate (PER) performance of the algorithm, we develop an 802.11ah simulator that uses 64-state VD. The PER performance of our K-min VD in relation with several factors such as channel type, decoder's trace-back length, and modulation type, has been evaluated. Our analysis shows that the proposed K-min VD achieves the same PER performance as the conventional VD does, while its complexity is smaller by approximately 12.8 times to 21.3 times. Therefore, K-min VD is suitable for IoT wireless sensors which must be small size, low-cost, and low-power consumption.","PeriodicalId":297617,"journal":{"name":"2016 10th International Conference on Sensing Technology (ICST)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 10th International Conference on Sensing Technology (ICST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSENST.2016.7796225","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Wireless transceiver is a mandatory component of any kind of wireless sensors. Inside wireless transceiver, Viterbi decoder (VD) is needed to improve the decoding performance of the transceiver. In this paper, we propose a low complexity Viterbi decoder algorithm for wireless sensors that aim to support Internet of Thing (IoT) applications. Our algorithm is named as K-min Viterbi decoder because only K nodes with minimum distance at each layer of the decoder are selected for processing. To evaluate packet error rate (PER) performance of the algorithm, we develop an 802.11ah simulator that uses 64-state VD. The PER performance of our K-min VD in relation with several factors such as channel type, decoder's trace-back length, and modulation type, has been evaluated. Our analysis shows that the proposed K-min VD achieves the same PER performance as the conventional VD does, while its complexity is smaller by approximately 12.8 times to 21.3 times. Therefore, K-min VD is suitable for IoT wireless sensors which must be small size, low-cost, and low-power consumption.
无线传感器K-min Viterbi解码器的PER评价
无线收发器是任何一种无线传感器的必备部件。无线收发器内部需要Viterbi解码器(VD)来提高收发器的解码性能。在本文中,我们提出了一种低复杂度的Viterbi解码器算法,用于无线传感器,旨在支持物联网(IoT)应用。我们的算法被命名为K-min Viterbi解码器,因为在解码器的每层只选择距离最小的K个节点进行处理。为了评估该算法的包错误率(PER)性能,我们开发了一个使用64状态VD的802.11ah模拟器。我们的K-min VD的PER性能与信道类型,解码器的回溯长度和调制类型等几个因素有关,已经进行了评估。我们的分析表明,所提出的K-min VD达到了与传统VD相同的PER性能,而其复杂性大约是传统VD的12.8到21.3倍。因此,K-min VD适用于体积小、成本低、功耗低的IoT无线传感器。
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:481959085
Book学术官方微信