Scholarlink

In this research paper, I have discussed that how architecture of a smart home system established or raised with Machine Learning (ML) and the Internet of Things (IoT). The system is primarily based on the LoRaWAN protocol, tries to make connection with robust Internet of Things network by integrating sensors, gateways, network servers, and a data visualization platform. The development of an intelligent voice recognition system, presented in detail in this article, is a significant part of this design. This technology makes an innovative, instruction-based operation mechanism for a future smart house possible. In addition, the accuracy of speaker recognition using the THCHS-30 database is over 90% in low-noise environments, which give strength to the proposed method.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Design and Deployment of a LoRaWAN-Enabled Smart Home System Through Automatic Speech Recognition Integration

  • 会议论文

  • 发表日期：

    2026年

查看全文
  • Lovkesh Singh Vermani,
  • Winky Bhatia

摘要

In this research paper, I have discussed that how architecture of a smart home system established or raised with Machine Learning (ML) and the Internet of Things (IoT). The system is primarily based on the LoRaWAN protocol, tries to make connection with robust Internet of Things network by integrating sensors, gateways, network servers, and a data visualization platform. The development of an intelligent voice recognition system, presented in detail in this article, is a significant part of this design. This technology makes an innovative, instruction-based operation mechanism for a future smart house possible. In addition, the accuracy of speaker recognition using the THCHS-30 database is over 90% in low-noise environments, which give strength to the proposed method.