基于低成本局部地图导航的智能轮椅语音控制模块

Sateesh Reddy Avutu, D. Bhatia, B. V. Reddy
{"title":"基于低成本局部地图导航的智能轮椅语音控制模块","authors":"Sateesh Reddy Avutu, D. Bhatia, B. V. Reddy","doi":"10.1109/IACC.2017.0129","DOIUrl":null,"url":null,"abstract":"Wheelchair usage in India is increasing rapidly due to higher ageing population, road accidents etc. In case of nuclear families, the elder people those who are unable to do their regular activities without assistance, are left alone at their home. Manual propelling is difficult for aged population for which they employ use of the motorized wheelchair, but their costs is quite high making it difficult for the middle income people to procure it. In order to overcome the above challenge, we proposed a novel wheel chair design \"low cost local-mapnavigation based intelligent wheelchair\". In this paper, we implemented design of voice control module for a motorized wheelchair which works based on the speech processing technique and local map navigation system. In speech processing, we employed the concept of mel – frequency cepstrum coefficients (MFCCs) and mean squared error (MSE). The simulation result shows the robustness of the voice recognition module. A microphone is provided with the wheelchair, if the user utters the destination i, e, where he/she wants to go, the wheel chair automatically takes to the destination. Based on the result we ensure that the proposed wheelchair will improve the quality of life of this population and helping them in achieving their daily routine tasks with comfort.","PeriodicalId":248433,"journal":{"name":"2017 IEEE 7th International Advance Computing Conference (IACC)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Voice Control Module for Low Cost Local-Map Navigation Based Intelligent Wheelchair\",\"authors\":\"Sateesh Reddy Avutu, D. Bhatia, B. V. Reddy\",\"doi\":\"10.1109/IACC.2017.0129\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wheelchair usage in India is increasing rapidly due to higher ageing population, road accidents etc. In case of nuclear families, the elder people those who are unable to do their regular activities without assistance, are left alone at their home. Manual propelling is difficult for aged population for which they employ use of the motorized wheelchair, but their costs is quite high making it difficult for the middle income people to procure it. In order to overcome the above challenge, we proposed a novel wheel chair design \\\"low cost local-mapnavigation based intelligent wheelchair\\\". In this paper, we implemented design of voice control module for a motorized wheelchair which works based on the speech processing technique and local map navigation system. In speech processing, we employed the concept of mel – frequency cepstrum coefficients (MFCCs) and mean squared error (MSE). The simulation result shows the robustness of the voice recognition module. A microphone is provided with the wheelchair, if the user utters the destination i, e, where he/she wants to go, the wheel chair automatically takes to the destination. Based on the result we ensure that the proposed wheelchair will improve the quality of life of this population and helping them in achieving their daily routine tasks with comfort.\",\"PeriodicalId\":248433,\"journal\":{\"name\":\"2017 IEEE 7th International Advance Computing Conference (IACC)\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE 7th International Advance Computing Conference (IACC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IACC.2017.0129\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 7th International Advance Computing Conference (IACC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IACC.2017.0129","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 20

摘要

由于人口老龄化、交通事故等原因,印度的轮椅使用量正在迅速增加。在核心家庭中,那些没有帮助就无法进行日常活动的老年人被独自留在家中。手动推进是老年人难以使用的机动轮椅,但其成本相当高,中等收入人群难以购买。为了克服上述挑战,我们提出了一种新颖的轮椅设计“基于低成本局部地图导航的智能轮椅”。本文实现了基于语音处理技术和局部地图导航系统的电动轮椅语音控制模块的设计。在语音处理中,我们采用了频率倒谱系数(MFCCs)和均方误差(MSE)的概念。仿真结果表明了该语音识别模块的鲁棒性。轮椅配有麦克风,如果使用者说出目的地i, e,他/她想去的地方,轮椅会自动到达目的地。基于研究结果,我们确保所提出的轮椅将提高这一人群的生活质量,并帮助他们舒适地完成日常工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Voice Control Module for Low Cost Local-Map Navigation Based Intelligent Wheelchair
Wheelchair usage in India is increasing rapidly due to higher ageing population, road accidents etc. In case of nuclear families, the elder people those who are unable to do their regular activities without assistance, are left alone at their home. Manual propelling is difficult for aged population for which they employ use of the motorized wheelchair, but their costs is quite high making it difficult for the middle income people to procure it. In order to overcome the above challenge, we proposed a novel wheel chair design "low cost local-mapnavigation based intelligent wheelchair". In this paper, we implemented design of voice control module for a motorized wheelchair which works based on the speech processing technique and local map navigation system. In speech processing, we employed the concept of mel – frequency cepstrum coefficients (MFCCs) and mean squared error (MSE). The simulation result shows the robustness of the voice recognition module. A microphone is provided with the wheelchair, if the user utters the destination i, e, where he/she wants to go, the wheel chair automatically takes to the destination. Based on the result we ensure that the proposed wheelchair will improve the quality of life of this population and helping them in achieving their daily routine tasks with comfort.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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