Beam forming optimization method and device for minimizing transmitting power of ultra-dense network

A technology of ultra-dense network and transmission power, which is applied in the field of beamforming optimization to minimize the transmission power of ultra-dense networks, and can solve problems affecting the quality of service and the influence of signal-to-interference-noise ratio at the receiving end, etc.

Active Publication Date: 2020-05-08
SOUTHEAST UNIV
View PDF2 Cites 5 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In the MIMO transceiver system, multiple antennas can bring space diversity and multiplexing, improve the reliability of data transmission and channel gain, but the interference between users will have a certain impact on the signal-to-interference-noise ratio (SINR) of the receiving end. affect service quality

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
  • Beam forming optimization method and device for minimizing transmitting power of ultra-dense network
  • Beam forming optimization method and device for minimizing transmitting power of ultra-dense network
  • Beam forming optimization method and device for minimizing transmitting power of ultra-dense network

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0046] The present invention will be described in detail below through a preferred embodiment and in conjunction with the accompanying drawings.

[0047] The typical application scenario of the present invention is in an ultra-dense network, by jointly optimizing the transmit beamforming of the macro base station and the small base station, under the premise of satisfying the user QoS constraints, taking into account the backhaul rate requirements of the small base station, and minimizing the total transmission of the system power. like figure 1 As shown, in the beamforming optimization method for minimizing the transmit power of an ultra-dense network disclosed in the embodiment of the present invention, the constructed initial optimization problem can be expressed as:

[0048] The optimization goal is to minimize

[0049] The constraints are:

[0050]

[0051]

[0052]

[0053] Among them, log 2 (·) represents a logarithmic function with base 2, ‖·‖ is the two-n...

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 beam forming optimization method and device for minimizing the transmitting power of an ultra-dense network. According to the method disclosed in the invention, in an ultra-dense network with a macro base station and a plurality of small base stations, a user accesses a corresponding base station according to the position of the user; transmitting beam forming of a macrobase station and all small base stations is jointy optimized by constructing an optimization problem where QoS (Quality of Service) requirement of the user and the limitation of backhaul rates of the small base stations are takens as constraints and minimization of total transmitting power of the system is taken as a target. The optimization process comprises the following steps: firstly, introducing an intermediate variable; iteratively solving an optimization problem related to an intermediate variable, solving an SDP problem in each iteration process, obtaining a series of transmitting beam forming meeting the constraint of the original problem as alternative solutions by adopting Gaussian randomization on the basis of the optimal intermediate variable, and selecting a group of solutions with the minimum transmitting power as the optimal transmitting beam forming. Compared with a traditional zero-forcing transmission solution, the method is advantageous in that total transmittingpower can be remarkably reduced.

Description

technical field [0001] The invention relates to an ultra-dense network, in particular to a beamforming optimization method and device for minimizing the transmission power of an ultra-dense network. Background technique [0002] With the continuous development of the communication system, the demand for network information transmission rate continues to increase, and the traditional macro base station cellular system is difficult to cope with the challenges brought by the explosive growth of communication services. It will be further narrowed, and the macro base station plus a large number of various types of small base stations form a macro-micro heterogeneous ultra-dense network (UDN). [0003] However, with the large-scale deployment of small base stations, energy consumption and backhaul rate requirements are problems that need to be solved urgently. On the one hand, as the number of base stations increases, the energy consumption and cost of base stations will also ris...

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
Patent Type & Authority Applications(China)
IPC IPC(8): H04W52/26H04W52/40H04W52/02H04B7/06H04B7/0426
CPCH04W52/265H04W52/267H04W52/40H04W52/0206H04B7/0617H04B7/0426Y02D30/70
Inventor 沈弘何振耀许威赵春明
Owner SOUTHEAST UNIV
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