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Research on fractal characteristics of broadband power line communication signal
- Source :
- 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET).
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- To understand the power line communication signal characteristics and overcome the shortcomings of traditional linear models and statistical parameters, which can't well describe non-stationary and nonlinear characteristics of power line communications signal, the fractal theory is introduced to understand the fractal characteristics of broadband power line communication signal (BB-PLC). This paper presents four methods for studying fractal, namely, rescaled range analysis, variance-time plot method, periodic diagram analysis and wavelet-based method. After verifying the obvious fractal characteristics, we perform fractal analysis using the measured signal at different frequencies and times, revealing self-similarity of the time series. Experimental results show that the power line communication signal has obvious fractal characteristics. All these results can provide reference for broadband power line channel modeling technology.
- Subjects :
- Wavelet
Fractal
Computer science
020208 electrical & electronic engineering
Line (geometry)
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
020206 networking & telecommunications
02 engineering and technology
Signal
Fractal analysis
Communication channel
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
- Accession number :
- edsair.doi...........b9e4a8e7d2e0db3809d45c1208d84b3f
- Full Text :
- https://doi.org/10.1109/wispnet.2017.8299781