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A Dynamic Resource Allocation Method in Millimeter Wave System

A dynamic resource allocation, millimeter wave technology, applied in transmission systems, radio transmission systems, diversity/multi-antenna systems, etc., can solve problems such as long-term user fairness that cannot be jointly allocated beams, achieve long-term user fairness, and improve user fairness. Fairness and the effect of improving resource utilization

Active Publication Date: 2021-06-15
BEIJING UNIV OF POSTS & TELECOMM +1
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In this mmWave system, solve the technical problem in the prior art that beams and power cannot be jointly allocated in a dynamic channel environment to achieve dynamic resource allocation and long-term user fairness

Method used

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  • A Dynamic Resource Allocation Method in Millimeter Wave System
  • A Dynamic Resource Allocation Method in Millimeter Wave System
  • A Dynamic Resource Allocation Method in Millimeter Wave System

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Embodiment Construction

[0057] The technical solutions in the embodiments of the present invention are clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0058] In addition, the following descriptions of the various embodiments refer to the attached drawings to illustrate specific embodiments in which the present invention can be implemented. The directional terms mentioned in the present invention, for example, "upper", "lower", "front", "rear", "left", "right", "inner", "outer", "side", etc., only is to refer to the direction of the attached drawings. Therefore, the direction terms used are for better and more cle...

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Abstract

The present invention proposes a method for dynamic resource allocation in a millimeter wave system, which includes initializing system parameters related to dynamic scenarios; observing channel status in a dynamic environment, status of base station beam and user connection status, and power allocation status; judging the current status Whether the actions taken below meet the constraints in the optimization problem; set different income values ​​according to whether the constraints are satisfied; store the data in the experience pool; train the Eval-Net Q network; update the Target-Net Q network; randomly generate The numerical value is compared with the exploration probability; and then the base station beam and user connection status, user power allocation status and exploration probability are updated; after a period of training and learning until convergence, the final base station beam and user connection status and user power allocation status are output. The method solves the technical problem in the prior art that beams and power cannot be jointly allocated in a dynamic channel environment to realize dynamic resource allocation and long-term user fairness.

Description

technical field [0001] The present invention relates to the technical field of mobile communication technology, in particular to a method for dynamic resource allocation in a millimeter wave system. Background technique [0002] At present, the operating frequencies of mobile communication systems are mainly concentrated in the microwave frequency band of 700MHz-2.6GHz, and the shortage of spectrum resources is becoming more and more serious. The millimeter wave communication greatly enriches the spectrum resources by operating in the 30GHz-300GHz frequency band. However, due to the disadvantages of poor penetration, easy absorption, and fast attenuation of millimeter-wave signals, millimeter-wave communication systems have problems such as large signal path loss and small base station coverage. Large-scale antenna technology can improve system capacity, spectrum efficiency, system anti-interference ability and other advantages by configuring a large number of antennas (mor...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04B17/382H04B7/0408H04B7/06
CPCH04B7/0408H04B7/0617H04B17/382
Inventor 张天魁陈丹丹张颖慧郭彩丽
Owner BEIJING UNIV OF POSTS & TELECOMM
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