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portada Parameter Time Series Prediction
Type
Physical Book
Language
English
Pages
56
Format
Paperback
Dimensions
22.9 x 15.2 x 0.3 cm
Weight
0.10 kg.
ISBN13
9786207172986

Parameter Time Series Prediction

Tiago Dos Santos Bezerra (Author) · Our Knowledge Publishing · Paperback

Parameter Time Series Prediction - Dos Santos Bezerra, Tiago

New Book Imported to Austria
Delivery: 20 Aug - 24 Aug Shipping: 13 to 14 business days.
44,88 €
Import costs and 10% VAT included in the price ✅
44,88 €

Synopsis "Parameter Time Series Prediction"

With the growth in demand for data traffic on third generation (3G) networks, mobile operators have been focusing their infrastructure resources on the places where the greatest need is identified. The aim of targeting these investments is to maintain the quality of service provided, especially in dense urban regions. In this work, we predict time series in a WCDMA - HSPA network for the parameters Rx Power, RSCP (Received Signal Code Power), Ec/Io (Energy per chip/Interference) and throughput at the physical layer. The parameter values were collected in a fully functioning network through a drive test in the city of Natal - RN, a capital city in northeastern Brazil. The models used to predict the time series were Simple Exponential Smoothing, Holt, Additive Holt-Winters and Multiplicative Holt-Winters. The aim of the time series predictions is to verify which model will generate the best predictions of the WCDMA - HSPA network parameters.

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