Long-Term Noise Characterization of Narrowband Power Line Communications
Noise modeling in power line communications has recently drawn the attention of researchers. However, when characterizing the noise process in narrowband communications, previous works have only focused on small-scale phenomena involving fine-grained details. Nevertheless, the communication link...
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Zusammenfassung: | Noise modeling in power line communications has recently drawn the attention
of researchers. However, when characterizing the noise process in narrowband
communications, previous works have only focused on small-scale phenomena
involving fine-grained details. Nevertheless, the communication link's
reliability is also affected by long-term noise phenomena that might affect
transfer rates at higher layers as well. This paper addresses the problem of
long-term noise characterization for narrowband power line communications and
provides a statistical analysis of the long-term trends affecting the noise
levels. We present a statistical description of the noise process in the time
and frequency domains based on real field measurements in the FCC band (10 kHz
- 490 kHz). The collected data comprises more than 1.8 billion samples taken
from three different locations over a time period of approximately 10 days. The
noise samples have been statistically analyzed by considering stationarity,
autocorrelation, and independence. Although our results -- being unprecedented
-- are interesting per se, they improve the noise pattern knowledge, thus
paving the way for the design and implementation of more robust PLC protocols. |
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DOI: | 10.48550/arxiv.2007.15907 |