NCDT-CSS:利用啁啾扩频的非相干分布传输增强性能

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Akanksha Gupta;Satyam Agarwal
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引用次数: 0

摘要

由于基础设施有限和电力限制,农村地区的物联网(IoT)通信面临重大挑战,使远程通信变得困难。为了解决这个问题,我们提出了一种新的啁啾扩频(NCDT-CSS)波形的非相干分布式传输,该波形允许多个异步发射器发送相同的数据,从而实现节能、远程通信。与现有方法不同,我们的NCDT-CSS框架使用基于最小二乘(LS)的检测器从复杂的接收信号中提取符号,而不依赖于复杂的同步算法。该过程包括估计时间、频率、相位偏移和信道条件,然后使用单窗口(SW)和双窗口(TW)基于ls的检测器进行符号检测。仿真结果表明,NCDT-CSS框架与基于ls的检测器相结合,提供了优越的误码率(BER)性能,有助于扩展通信范围。此外,硬件实现验证了模型的有效性,在较低的扩展因子(SF)下展示了增强的数据速率。这些结果证实,NCDT-CSS系统是农村地区物联网通信的强大解决方案,提供低功耗远程功能和增强的数据速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NCDT-CSS: Enhancing Performance Using Noncoherent Distributed Transmission of Chirp Spread Spectrum
Internet of Things (IoT) communication in rural areas faces significant challenges due to limited infrastructure and power constraints, making long-range communication difficult. To address this, we propose a novel noncoherent distributed transmission of chirp spread spectrum (NCDT-CSS) waveform that enables power-efficient, long-range communication by allowing multiple asynchronous transmitters to send the same data. Unlike existing methods, our NCDT-CSS framework uses a least squares (LS)-based detector to extract symbols from the complex received signal without relying on intricate synchronization algorithms. The process involves estimating time, frequency, phase offsets, and channel conditions, followed by symbol detection using single-window (SW) and two-window (TW) LS-based detectors. Simulation results show that the NCDT-CSS framework, combined with an LS-based detector, offers superior bit error rate (BER) performance, contributing to an extended communication range. Additionally, hardware implementation validates the model’s effectiveness, demonstrating enhanced data rates at a lower spreading factor (SF). These results confirm that the NCDT-CSS system is a robust solution for IoT communication in rural areas, providing low-power long-range capabilities with enhanced data rates.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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