Effectiveness Evaluation Method of Application of Mobile Communication System Based on Factor Analysis

Area of Science:

• Military Communications
• Network Engineering
• Operations Research

Background:

• Army mobile communication networks are vital for combat missions and vary based on environment.
• Current network scheme design relies on semi-automatic systems, necessitating efficient evaluation methods.
• Existing evaluation methods often rely on simulations and neglect valuable historical network usage data.

Purpose of the Study:

• To develop an effective evaluation method for mobile communication network design schemes.
• To propose a design scheme for evaluating and optimizing network plans.
• To enhance the feasibility and reasonableness of network optimization results for diverse task scenarios.

Main Methods:

• Utilizing historical network usage data for effectiveness evaluation.
• Employing factor analysis to improve the accuracy and efficiency of the evaluation method.
• Implementing cluster analysis for setting decision preferences tailored to specific task scenarios.

Main Results:

• The proposed method effectively leverages historical data, reducing data collection and computational load.
• Factor analysis provides a more robust evaluation of network scheme effectiveness.
• Cluster analysis enables adaptive optimization, aligning network plans with scenario-specific preferences.

Conclusions:

• The developed effectiveness evaluation method offers a significant improvement over traditional simulation-based approaches.
• Integrating historical data and factor analysis enhances the efficiency and accuracy of network design evaluation.
• The decision preference setting method ensures that optimized network schemes are practical and aligned with operational needs.