Spectrum Resource Allocation and Optimization in artificial intelligence Based Highway Communication System
With the rapid development of highway communication systems,effective utilization of spectrum resources has become an important challenge.The article deeply researches the strategy of spectrum resource allocation and optimization in highway communication system based on artificial intelligence.It mainly introduces the structure of China's highway communication system,analyzes the uniqueness of spectrum resources and the challenges it faces,and discusses in detail the role of artificial intelligence in the communication system.This study comprehensively examines the current spectrum resource allocation strategies,including traditional models and optimization algorithms.A novel spectrum resource allocation and optimization scheme based on AI technology is further proposed,covering algorithms such as neural networks and reinforcement learning,as well as hybrid intelligent optimization strategies and adaptive spectrum resource management methods.
highway communication systemartificial intelligencespectrum resource allocationoptimization algorithm
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