Comparative analysis of time series techniques ARIMA and ANFIS to forecast Wimax traffic.
Francisco J. PuenteCesar Augusto Hernandez SuarezOctavio J. Salcedo ParraPublished in: MoMM (2009)
Keyphrases
- comparative analysis
- exponential smoothing
- arima model
- autoregressive integrated moving average
- moving average
- short term
- medium access control
- hybrid model
- artificial neural networks
- network traffic
- fuzzy inference system
- demand forecasting
- forecasting accuracy
- chaotic time series
- phase space reconstruction
- semi quantitative
- passenger flow
- neural network
- autoregressive
- prediction model
- traffic flow
- long term
- neuro fuzzy
- fusion scheme
- resource management
- stock market
- input output
- wifi
- scheduling and resource allocation
- traffic load
- real time
- fuzzy logic
- mackey glass
- wimax network
- box jenkins
- wireless channels
- nonlinear models
- membership functions