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

Active Publication Date: 2015-12-23
上海瀚芯实业发展合伙企业(有限合伙)
View PDF4 Cites 17 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in an ultra-dense heterogeneous network, due to the large difference in transmit power between large and small stations, users offloaded from macro stations to small stations will be subject to strong interference from macro stations,...

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Load balancing method based on integral optimization of user connection and interference management in ultra-dense heterogeneous network
  • Load balancing method based on integral optimization of user connection and interference management in ultra-dense heterogeneous network
  • Load balancing method based on integral optimization of user connection and interference management in ultra-dense heterogeneous network

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[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...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a load balancing method based on integral optimization of user connection and interference management in an ultra-dense heterogeneous network. The load balancing method comprises the following steps that: an optimization model is established; a load balancing model for integrally optimizing the user connection and an ABS (Almost Blank Subframe) rate is established targeting the sum of all user logarithmic rates in a maximal ultra-dense heterogeneous network; a user connection method is that optimal user connection is solved by using a discrete dual decomposition method under a fixed ABS rate; an ABS rate calculation method is that a calculation expression of an optimal ABS rate is solved under a fixed user connection condition; then, a final result is obtained; and a global second-best solution is obtained through a method by solving the user connection and the ABS rate through iteration. By adopting the method disclosed by the invention, the balance of a load and the fairness of the user rate in the ultra-dense heterogeneous network can be improved; and simultaneously, the utilization rate of ultra-dense heterogeneous network resources can be improved.

Description

technical field [0001] The invention relates to the problem of user connection in an ultra-dense heterogeneous network, and belongs to the technical field of network in wireless communication. Background technique [0002] In the heterogeneous network of the Long Term Evolution and its subsequent evolution (LTE-A, Long Term Evolution-Advanced) system, deploying high-density small cells has become a common strategy, thereby forming an ultra-dense heterogeneous network. [0003] In an ultra-dense heterogeneous network, base stations of different types (for example, they can be distinguished according to transmission power) form different layers, and base stations of the same type are in the same layer. For example, a base station with low transmission power is called a small station, and all small stations form a small station layer, a base station with high transmission power is called a macro station, and all macro stations form a macro station layer. Due to the difference ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): H04W28/08
CPCH04W28/08
Inventor 潘志文王瑾刘楠尤肖虎
Owner 上海瀚芯实业发展合伙企业(有限合伙)
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products