Utility Functions
Examples demonstrating Kaira’s utility functions for communication system analysis, performance evaluation, and visualization. These utilities provide essential tools for capacity analysis, SNR estimation, performance profiling, and creating publication-quality visualizations of complex communication metrics.
Detailed Topics
Capacity Analysis
The capacity analysis example demonstrates techniques for evaluating channel capacity:
Shannon capacity limits for different channel types
Comparison of modulation schemes based on capacity
MIMO capacity analysis with varying antenna configurations
Capacity CDF for fading channels
Energy efficiency analysis
Each example includes detailed explanations, interactive visualizations, and practical applications, making it easier to understand and apply these utility functions in communication system research and development.