Enhancing Traffic Load Forecasting in 5G Networks: A Statistical and Temporal Feature Engineering Approach

Keyphrases

• 5G Networks 100%
• Traffic Load 100%
• Energy Management 100%
• Statistical Features 100%
• Engineering Approach 100%
• Temporal Features 100%
• Load Forecasting 100%
• Feature Engineering 100%
• Prediction Accuracy 66%
• Base Station 33%
• Existing Data 33%
• Energy Consumption 33%
• Rapid Advancement 33%
• Network Load 33%
• Predictive Models 33%
• Management Solutions 33%
• 5G Technology 33%
• Predictive Ability 33%
• Dynamic Characteristics 33%
• Temporal Dynamics 33%
• Temporal Patterns 33%
• Network Data 33%
• Traffic Load Prediction 33%
• Load Characteristics 33%
• Adaptive Behavior 33%

Computer Science

• 5G Mobile Communication 100%
• Temporal Feature 100%
• Statistical Feature 100%
• Feature Engineering 100%
• Energy Consumption 33%
• Prediction Accuracy 33%
• Predictive Model 33%
• Baseline Model 33%
• Temporal Dynamic 33%

Engineering

• Engineering 100%
• 5G Mobile Communication 100%
• Energy Management 100%
• Load Forecasting 100%
• Basestation 33%
• Accurate Prediction 33%
• Predictive Capability 33%