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Volume 8,Issue 2, Mar. - Apr. 2021


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"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Volume 8,Issue 2, Mar. - Apr. 2021


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"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Volume 8,Issue 2, Mar. - Apr. 2021


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"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Volume 8,Issue 2, Mar. - Apr. 2021


Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Volume 8,Issue 2, Mar. - Apr. 2021


Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 8,Issue 3, May - June 2021"


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Successfully Published

Volume 8,Issue 2, Mar. - Apr. 2021


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"Submissions Open For Volume 8,Issue 3, May - June 2021"


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A Method of Cellular Base Station Traffic Prediction

  • Zhengyan Xie
  • Zhongqing Zhao
In this paper, the base station uplink and downlink traffic load is modeled. Based on the traffic data in several cells for a period of time, short-term and long-term traffic predictions are made utilizing gray prediction, LSTM model, and ARIMA model, respectively. The number of carrier frequencies needed by base stations in each time can be selected according to the prediction, and capacity of certain base station can be optimized in advance for the mobile communication operator. This enables mobile operators to rationalize the planning and design of base station capacity in advance.
Select Volume / Issue:
Year:
2021
Type of Publication:
Article
Keywords:
Data Segmentation Statistics; Base Station Traffic; Gray Prediction; LSTM Model
Journal:
IJASM
Volume:
8
Number:
3
Pages:
23-37
Month:
May
ISSN:
2394-2894
Hits: 34
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