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Complete OFDM adaptive resource allocation simulation package with OFDM.m as the main program. Modify the number of transmit and receive antennas to implement MIMO-OFDM simulation with configurable parameters for system analysis.
MATLAB implementation of Genetic Algorithm-based adaptive resource allocation for OFDM systems. The OFDM adaptive resource allocation problem (including carrier and power allocation) represents a nonlinear optimization model containing both discrete and continuous decision variables with complex nonlinear constraints, making it suitable for intelligent optimization algorithms. The implementation utilizes genetic operations like selection, crossover, and mutation to evolve solutions toward optimal resource distribution.
Dynamic Optimization of Subcarrier and Power Allocation in OFDM Wireless Communication Systems