Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5499746 | Chaos, Solitons & Fractals | 2017 | 7 Pages |
Abstract
The natural complexity of wireless mobile network traffic dynamics has been assessed in this article by tracing the presence of nonlinearity and chaos in the profile of daily peak hour call arrival and daily call drop of a sub-urban local mobile switching centre. The tools like Recurrence Plot and Recurrence Quantification Analysis (RQA) has been used to reveal the probable presence of non-stationarity, nonlinearity and chaosity in the network traffic. Information Entropy (IE) and 0-1 test have been employed to provide the quantitative support to the findings. Both the daily peak hour call arrival profile and the daily call drop profile exhibit non-stationarity, determinism and nonlinearity with the former one being more regular while the later one is chaotic.
Related Topics
Physical Sciences and Engineering
Physics and Astronomy
Statistical and Nonlinear Physics
Authors
Somenath Mukherjee, Rajdeep Ray, Rajkumar Samanta, Mofazzal H. Khondekar, Goutam Sanyal,