Load balancing method based on integral optimization of user connection and interference management in ultra-dense heterogeneous network
A heterogeneous network and joint optimization technology, applied in the direction of network traffic/resource management, electrical components, wireless communication, etc., can solve the problems of decreased throughput, large difference in transmit power, and inability to make full use of small station resources, etc., to achieve improved Effects of balancing, improving throughput performance, and improving fairness
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[0067] The following is a further introduction to the implementation of the user connection process and ABS ratio calculation and obtaining the global suboptimal solution in the ultra-dense heterogeneous network of the present invention:
[0068] 1. Decompose the problem [4] into two sub-problems of user connection and calculation of ABS ratio for iterative solution.
[0069] 2. Calculate user connections based on the given ABS ratio
[0070] (1) Fix the ABS ratio α, introduce the dual variables μ and ν, obtain the Lagrangian expression [8] and the dual function expression [9], and decompose the solution to minimize the dual function value into the problem [11] and Problem [12], performed at the user end and base station end, respectively.
[0071] (2) To solve the problem [11], the user selects the base station to be connected according to the formula [13].
[0072] (3) To solve the problem [12], the base station updates the μ of each base station through the formula [17] a...
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