Investigation of Performance-Complexity Tradeoff in Filtering LoRa Signals

Shania Stewart, Ha H. Nguyen, Robert Barton, Jérôme Henry
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引用次数: 1

Abstract

This paper investigates the performance-complexity tradeoff when implementing pulse shaping and matched filters in LoRa communication systems. Since LoRa gateways are expected to serve a large number of end-devices in various Internet-of-Things (IoT) applications, a high degree of spectral efficiency is an important and desirable feature. Filtering with squareroot raised cosine filters can reduce the occupied bandwidth and adjacent channel interference of transmitted signals, while minimizing the amount of inter-symbol interference (ISI) inherently introduced by practical finite-length filters. The LoRa communication system with filtering was simulated and evaluated in terms of the modulation error ratio, occupied bandwidth, and bit-error rate for signals with various LoRa and filter parameters. The obtained spectra of the filtered signals are compared to those of the unfiltered signals generated by a real LoRa device. The results showed that the occupied bandwidth and the amount of ISI experienced by LoRa signals can be reduced with no degradation in the bit-error rate. Provided that the additional filter is designed and implemented efficiently, filtering is an excellent method to enhance the performance of LoRa devices.
LoRa信号滤波中性能-复杂度权衡的研究
本文研究了在LoRa通信系统中实现脉冲整形和匹配滤波器时的性能复杂性权衡。由于LoRa网关希望在各种物联网(IoT)应用中服务于大量的终端设备,因此高度的频谱效率是一个重要且理想的特性。平方根提升余弦滤波器滤波可以减少传输信号的占用带宽和相邻信道干扰,同时最大限度地减少实际有限长度滤波器固有的符号间干扰(ISI)。对带滤波的LoRa通信系统进行了仿真,并对具有不同LoRa和滤波器参数的信号的调制误码率、占用带宽和误码率进行了评估。将滤波后的信号的频谱与实际LoRa设备产生的未滤波信号的频谱进行了比较。结果表明,在不降低误码率的情况下,可以降低LoRa信号的占用带宽和ISI的数量。如果有效地设计和实现附加滤波器,滤波是提高LoRa设备性能的一种极好的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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