Explore MATLAB source code curated for "资源分配" with clean implementations, documentation, and examples.
A comprehensive paper on resource allocation methodologies accompanied by simulation programs, designed to assist researchers and practitioners in implementing effective resource distribution strategies with practical code examples.
Simulation and comparison of multiple resource allocation algorithms in OFDMA systems with performance analysis under different scenarios
Application Context: This algorithm employs evolutionary game theory for resource allocation among multi-cell users, treating cell overlapping areas as populations where users engage in evolutionary games for network switching, while base stations allocate sub-channels. Key Technology: The algorithm utilizes MATLAB for simulation testing, demonstrating that evolutionary games achieve stability and improve system throughput. It provides valuable reference for cell resource allocation, offering a novel alternative to traditional resource allocation methods. Code implementation involves modeling user behavior dynamics and channel assignment protocols.
Resource Allocation Strategies for MIMO-OFDMA Communication Systems with Code Implementation Insights
Comprehensive simulation and performance evaluation of multiple resource allocation algorithms for Orthogonal Frequency Division Multiple Access (OFDMA) communication systems, including implementation approaches and comparative analysis
When implementing adaptive resource allocation in OFDM systems, genetic algorithms are commonly employed. We have developed genetic algorithm code that includes selection, crossover, and mutation operations, providing a practical implementation reference for optimization problems.
Implementing resource planning through genetic algorithms, which iteratively evolve to discover optimal resource allocation schemes through selection, crossover, and mutation operations
OFDMA Resource Allocation Simulations implementing a low-complexity proportional fairness algorithm with performance evaluation metrics and resource optimization techniques for wireless communication systems
Power Water-Filling Algorithm for Resource Allocation in Broadband Wireless Communication Systems - An Efficient Approach with MATLAB Implementation Insights
Water-Filling Algorithm for Optimizing Power Distribution and Subcarrier Allocation in Communication Systems