A Dense Network Load Balancing Method Based on Load Sensing
A load balancing and load sensing technology, applied in network traffic/resource management, wireless communication, electrical components, etc., can solve problems such as considering the performance of RE solutions, to improve system load balance, optimize system load balance, and improve Effect of system throughput and system resource utilization
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[0048] The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
[0049]The method is mainly divided into two parts during implementation: load sensing based on partially measurable Markov decision process and dynamic cell range expansion based on load sensing, and the two parts jointly complete load balancing. Partially measurable Markov decision process load sensing is to analyze and analyze the possible data packet transmission volume of the UE in the next decision period through the observation and statistics of the UE data packet transmission volume between two decision moments, and then obtain the entire base station in the following Load status within a decision period. The dynamic cell range expansion method based on load perception is based on the load perception of the partly measurable Markov decision process in the early stage, and adopts the method of cell range expansion to achieve the purpo...
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