Adaptive Load Balancing Based on Self-Configuration of Antenna Adjustment in LTE Network
碩士 === 國立中正大學 === 通訊工程研究所 === 103 === In cellular mobile network, the wireless mobile devices become more popular and it make the overall network overloading. Moreover, the significantly difference between cell loading which caused by the uncertainty in users moving. When the cell is overloading by...
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| Format: | Others |
| Language: | zh-TW |
| Published: |
2015
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| Online Access: | http://ndltd.ncl.edu.tw/handle/pxqbvr |
| Summary: | 碩士 === 國立中正大學 === 通訊工程研究所 === 103 === In cellular mobile network, the wireless mobile devices become more popular and it make the overall network overloading. Moreover, the significantly difference between cell loading which caused by the uncertainty in users moving. When the cell is overloading by users demand, the quality will decreasing. Therefore, this paper considers adjusting the cell coverage to achieve load balancing between cells by transferring loading from higher loading cell to the lower one.
We proposed a adaptive method to control antennas array beamwidth and direction to achieve load balancing in cells. Also, the method introduced Q-learning technique to optimize parameters dynamically to load balancing.
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