Performance Analysis of Coherent and Non-coherent Detection Techniques in Chirp Spread Spectrum for Internet of Things Applications

被引:0
|
作者
Minango, Juan [1 ]
Zambrano, Marcelo [1 ]
Toapanta, Moises [1 ]
Nunez, Patricia [2 ]
Lino, Eddye [2 ]
机构
[1] Inst Tecnol Super Univ Ruminahui, Ave Atahualpa 1701 & 8 Febrero, Sangolqui 171103, Ecuador
[2] Inst Espiritu Santo, Ave Juan Tanca Marengo & Ave Las Aguas, Guayaquil 090510, Ecuador
来源
INNOVATION AND RESEARCH-SMART TECHNOLOGIES & SYSTEMS, VOL 1, CI3 2023 | 2024年 / 1040卷
关键词
Chirp Spread Spectrum (CSS); Internet of Things (IoT); Coherent detection; Non-coherent detection; Performance analysis;
D O I
10.1007/978-3-031-63434-5_9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an analysis of Chirp Spread Spectrum (CSS) for Internet of Things (IoT) applications, focusing on the performance of coherent and non-coherent detectors in various channel environments. The study evaluates scenarios with additive white Gaussian noise (AWGN), frequency-selective channels, and Rayleigh fading channels, considering a system with 10 receiving antennas. The results demonstrate that the coherent detector outperforms the non-coherent detector in terms of performance. However, the non-coherent detector offers the advantage of lower complexity. To further improve the performance of non-coherent detection in CSS-based IoT systems, the need for exploring new techniques is emphasized. Future research should aim to bridge the performance gap between coherent and non-coherent detection, considering adaptive signal processing algorithms, advanced filtering techniques, or hybrid detection schemes. By addressing the challenges associated with non-coherent detection, CSS can become a reliable and efficient modulation scheme for low signal-to-noise ratio conditions in IoT applications. This research contributes to the advancement of CSS in IoT, enabling seamless connectivity and data exchange in diverse IoT scenarios.
引用
收藏
页码:110 / 122
页数:13
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