Intelligent distribution method and system for power resources of communication and inductance integrated internet of things

• Main Authors: SUN HAIPENG, ZHANG BO, TIAN ZHILEI, LI ZHE, HE BAOYING, WANG JIAQI, LIU HAN, LIU XUESHENG, LIU MINGGANG, YANG LIU, LIU ZHENGQIANG, WANG HAIYANG
• Format: Patent
• Language: Chinese; English
• Published: 26.03.2024
• Subjects: ELECTRIC COMMUNICATION TECHNIQUE; ELECTRICITY; TRANSMISSION; TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION; WIRELESS COMMUNICATIONS NETWORKS

The invention provides an intelligent distribution method and system for power resources of a communication and inductance integrated internet of things, and the method comprises the steps: setting an optimization target based on an internet of things system model, and enabling the optimization target to improve the communication data rate to the greatest extent while guaranteeing the sensing and calculation performances; adopting a random initialization mode to obtain an aggregation beam forming matrix; an aggregation beam forming matrix is used as initial input, an optimization target is expressed as a Markov decision process, a mobile device is used as an intelligent agent, two transmitting beam forming matrixes used for environment perception and calculation data transmission are used as actions, a communication rate is used as an award, and solving is carried out by using a reinforcement learning method. And a final power resource intelligent allocation result is obtained. According to the method, the ma