CN112399451B - Operation control method and device for wireless communication device of ultra-dense heterogeneous network - Google Patents

Operation control method and device for wireless communication device of ultra-dense heterogeneous network Download PDF

Info

Publication number
CN112399451B
CN112399451B CN202110070392.9A CN202110070392A CN112399451B CN 112399451 B CN112399451 B CN 112399451B CN 202110070392 A CN202110070392 A CN 202110070392A CN 112399451 B CN112399451 B CN 112399451B
Authority
CN
China
Prior art keywords
wireless communication
communication device
equipment
value
access
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202110070392.9A
Other languages
Chinese (zh)
Other versions
CN112399451A (en
Inventor
郭海强
刘驰
严可达
孙武峰
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Optical Valley Technology Co ltd
Original Assignee
Optical Valley Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Optical Valley Technology Co ltd filed Critical Optical Valley Technology Co ltd
Priority to CN202110070392.9A priority Critical patent/CN112399451B/en
Publication of CN112399451A publication Critical patent/CN112399451A/en
Application granted granted Critical
Publication of CN112399451B publication Critical patent/CN112399451B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/0215Traffic management, e.g. flow control or congestion control based on user or device properties, e.g. MTC-capable devices
    • H04W28/0221Traffic management, e.g. flow control or congestion control based on user or device properties, e.g. MTC-capable devices power availability or consumption
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/0268Traffic management, e.g. flow control or congestion control using specific QoS parameters for wireless networks, e.g. QoS class identifier [QCI] or guaranteed bit rate [GBR]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/08Load balancing or load distribution

Abstract

The invention provides an operation control method and device of a wireless communication device of an ultra-dense heterogeneous network, which are applied to the ultra-dense heterogeneous network, and the operation control method of the wireless communication device of the ultra-dense heterogeneous network comprises the following steps: determining a pre-connection heterogeneous group from a plurality of heterogeneous groups of the ultra-dense heterogeneous network; determining an overhead value of the equipment to be connected and a profit value after the equipment to be connected is connected to the wireless communication device; determining the estimated utility value of the wireless communication device of the pre-connection heterogeneous group according to the overhead value and the profit value; judging whether the wireless communication device of the pre-connection heterogeneous group meets the connection requirement or not according to the estimated utility value; if so, connecting the wireless communication device with the equipment to be connected; and if not, determining that the wireless communication device is connected with the equipment to be connected in other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network. The invention has the beneficial effects that: the connection efficiency between the device and the wireless communication apparatus can be improved.

Description

Operation control method and device for wireless communication device of ultra-dense heterogeneous network
Technical Field
The invention relates to the technical field of mobile communication, in particular to an operation control method and device of a wireless communication device of an ultra-dense heterogeneous network.
Background
With the development of the era, 4G is already in the commercial deployment period, but the peak value of 4G cannot meet the increasing communication demand, and 5G is generated as soon as the data volume is increased in a large scale, and an ultra-dense heterogeneous network is a powerful candidate technology of 5G at present.
In the related art, in order to effectively meet the requirements of high system throughput and user experience rate in a hotspot area, a large number of dense wireless access nodes, rich frequency resources and a novel access technology need to be introduced, so that the connection efficiency between the device and the wireless communication device cannot be ensured.
Disclosure of Invention
The problem to be solved by the invention is how to improve the connection efficiency between the device and the wireless communication apparatus.
In order to solve the above problem, the present invention provides an operation control method for a wireless communication device of an ultra-dense heterogeneous network, which is applied to an ultra-dense heterogeneous network, where the ultra-dense heterogeneous network includes a plurality of heterogeneous groups, each of the heterogeneous groups includes a plurality of wireless communication devices, and the operation control method for the wireless communication device of the ultra-dense heterogeneous network includes:
determining a pre-join heterogeneous group from a plurality of the heterogeneous groups of the ultra-dense heterogeneous network;
determining an overhead value of a device to be connected and a profit value after the device to be connected is connected to the wireless communication device, wherein the overhead value is determined according to an existing power consumption value of the wireless communication device and an estimated power consumption value after the device to be connected is connected to the wireless communication device, and the profit value is determined according to an existing utility value of the wireless communication device and a preference value of the wireless communication device to the device to be connected;
determining an estimated utility value of the wireless communication device of the pre-connection heterogeneous group according to the overhead value and the profit value;
judging whether the wireless communication device of the pre-connection heterogeneous group meets the connection requirement or not according to the estimated utility value;
if so, connecting the wireless communication device with the equipment to be connected;
if not, determining that the wireless communication device is connected with the equipment to be connected in other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network.
Further, the determining that the wireless communication apparatus is connected with the device to be connected in the heterogeneous group other than the pre-connection heterogeneous group in the ultra-dense heterogeneous network comprises:
acquiring a selection value of the equipment to be connected to the wireless communication devices of other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network, wherein the selection value represents the strength of the selection will of the equipment to be connected to the wireless communication devices;
and connecting the wireless communication device corresponding to the selection value with the maximum value with the equipment to be connected.
Further, the obtaining the selection value of the device to be connected to the wireless communication apparatuses of the heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network comprises:
acquiring a preference value of the wireless communication device to the equipment to be connected and acquiring a connection quality value of the wireless communication device to the equipment to be connected;
determining the selection value according to the preference value and the connection quality value, wherein the selection value is the sum of the weighted value of the preference value and the weighted value of the connection quality value, and the sum of the weight of the preference value and the weight of the connection quality value is 1.
Further, the operation control method of the wireless communication device of the ultra-dense heterogeneous network further includes:
acquiring a request rate when the equipment to be connected requests connection, and determining a maximum rate which is suitable for being distributed to the equipment to be connected by the wireless communication device;
determining the preference value based on the requested rate and the maximum rate.
Further, the network connection method further includes:
obtaining the distance and connection quality between the equipment to be connected and the heterogeneous group;
and determining the pre-connection heterogeneous group according to the distance and the connection quality, and/or determining other heterogeneous groups for connecting with the equipment to be connected according to the distance and the connection quality.
Further, the operation control method of the wireless communication device of the ultra-dense heterogeneous network further includes:
storing the access quantity and the access time period of the wireless communication device in a plurality of preset time periods;
generating access estimation data for estimating the future access condition of the wireless communication device according to the access quantity and the access time period;
and controlling the operation condition of the wireless communication device according to the access estimation data.
Further, the operation control method of the wireless communication device of the ultra-dense heterogeneous network further includes:
storing the access quantity and the access load of the equipment in a plurality of preset time periods in the ultra-dense heterogeneous network;
generating the equipment access peak time period of the preset time period according to the access quantity and the access load;
determining the load condition of each wireless communication device in the access peak period of the equipment according to the access estimation data;
and when the load condition of the wireless communication device accords with a preset load condition, setting a power limiting mode so as to enable the power of the wireless communication device to be lower than the preset power.
Further, the operation control method of the wireless communication device of the ultra-dense heterogeneous network further includes:
generating a device access valley period of the preset time period according to the access quantity and the access load;
determining a device access pre-estimation amount of each wireless communication device in the device access valley period according to the access pre-estimation data;
and closing the wireless communication device with the equipment access estimated quantity less than or equal to the preset access quantity.
Further, the operation control method of the wireless communication device of the ultra-dense heterogeneous network further includes:
determining the communication quality of each wireless communication device and the equipment according to the terrain condition of each wireless communication device and the shielding condition of the equipment;
determining estimated power of the equipment to be connected after the equipment to be connected is accessed to the wireless communication device in the access peak period of the equipment;
when the estimated power is larger than or equal to the preset power, performing redistribution connection on the equipment to be connected according to the communication quality;
performing cyclic sleep control on a wireless communication device in the device access valley time within the device access valley time period;
and when the wireless communication device is dormant, performing redistribution connection on the disconnected equipment to be connected according to the communication quality.
The operation control method of the wireless communication device of the ultra-dense heterogeneous network has the following beneficial effects: when equipment requests connection, the ultra-dense heterogeneous network receives a request, a pre-connection heterogeneous group can be determined to be used for being pre-connected with the Internet of things equipment, the heterogeneous groups are provided with a plurality of wireless communication devices, when the equipment to be connected is connected with the wireless communication devices in the pre-connection heterogeneous group, when the estimated utility value meets the connection requirement, the wireless communication devices are connected with the equipment to be connected, if the estimated utility value does not meet the connection requirement, the wireless communication devices of other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network are connected with the equipment to be connected, therefore, connection pairing of the wireless communication devices and the equipment is more reasonably distributed, and the higher connection efficiency is ensured.
The invention also provides an operation control device of the wireless communication device of the ultra-dense heterogeneous network, which comprises a memory, a processor and a computer program which is stored on the memory and can be operated on the processor, and when the processor executes the computer program, the operation control method of the wireless communication device of the ultra-dense heterogeneous network is realized.
Compared with the prior art, the operation control device of the wireless communication device of the ultra-dense heterogeneous network and the operation control method of the wireless communication device of the ultra-dense heterogeneous network of the invention have similar beneficial effects, and are not repeated herein.
Drawings
Fig. 1 is a flowchart of an operation control method of a wireless communication device in an ultra-dense heterogeneous network according to an embodiment of the present invention.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present invention comprehensible, embodiments accompanied with figures are described in detail below.
It is noted that the terms first, second and the like in the description and in the claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein.
Referring to fig. 1, the present invention provides an operation control method for a wireless communication device of an ultra-dense heterogeneous network, which is applied to an ultra-dense heterogeneous network, where the ultra-dense heterogeneous network includes a plurality of heterogeneous groups, each of the heterogeneous groups includes a plurality of wireless communication devices, and the operation control method for the wireless communication device of the ultra-dense heterogeneous network includes:
s1, determining a pre-connection heterogeneous group from a plurality of heterogeneous groups of the ultra-dense heterogeneous network;
s2, determining an overhead value of a device to be connected and a profit value after the device to be connected is connected to the wireless communication device, wherein the overhead value is determined according to an existing power consumption value of the wireless communication device and an estimated power consumption value after the device to be connected is connected to the wireless communication device, and the profit value is determined according to an existing utility value of the wireless communication device and a preference value of the wireless communication device to the device to be connected;
s3, determining the estimated utility value of the wireless communication device of the pre-connection heterogeneous group according to the overhead value and the profit value;
s4, judging whether the wireless communication device of the pre-connection heterogeneous group meets the connection requirement or not according to the estimated utility value;
s401, if yes, connecting the wireless communication device with the equipment to be connected;
s402, if not, determining that the wireless communication device is connected with the equipment to be connected in other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network.
With the development of the era, 4G is already in the commercial deployment period, but the peak value of 4G cannot meet the increasing communication demand, and 5G is generated as soon as the data volume is increased on a large scale, and an ultra-dense heterogeneous network is a powerful candidate technology of 5G at present. In the related art, in order to effectively meet the requirements of high system throughput and user experience rate in a hotspot area, a large number of dense wireless access nodes, rich frequency resources and a novel access technology need to be introduced, so that the connection efficiency between the device and the wireless communication device cannot be ensured.
In this embodiment, the ultra-dense heterogeneous network refers to a network in which different types that overlap with each other are merged to meet the diversity requirement of a terminal service, and may include a high-speed wireless communication device, a low-speed wireless communication device, and the like, so that the high-speed wireless communication device and the low-speed wireless communication device may be mixed and grouped to form the heterogeneous group, which is used for transmitting a wireless signal to connect devices, for example, to connect internet of things devices for wireless communication, and the internet of things devices may include two types, namely real-time devices and non-real-time devices. The real-time equipment comprises real-time connected equipment such as an agricultural monitoring device, and needs 24-hour standby to achieve the purpose of real-time monitoring; the non-real-time devices may include internet of things devices such as surveillance cameras that do not require real-time data exchange over a network. Real-time equipment and non-real-time equipment are subdivided into two types, equipment with high resource requirements and equipment with low resource requirements are sent when the equipment requests to be accessed, information including speed requirements, equipment type access requirements, access time periods and the like is sent, therefore, a pre-connection heterogeneous group receives an overhead value and a profit value of the equipment to be connected, an estimated utility value after the equipment is connected with a wireless communication device can be determined according to the overhead value and the profit value, an estimated utility value is correspondingly provided for each wireless communication device in the pre-connection heterogeneous group, and therefore whether the wireless communication device in the pre-connection heterogeneous group is connected with the equipment or not can be judged according to the estimated utility value. Under normal conditions, whether the wireless communication device is connected with the equipment can be judged according to the size of the estimated utility value, if the wireless communication device with the maximum estimated utility value is connected with the equipment, or when the estimated utility value is larger than a preset utility value, the wireless communication device corresponding to the estimated utility value is judged to meet the connection requirement, and then the wireless communication device is selected to be connected.
Wherein the parameters of the utility value of the wireless communication device include: the overhead of the device, the revenue after the device is connected to the wireless communication device. The profit is determined according to the existing utility value of the equipment connected with the wireless communication device and the preference value of the wireless communication device to the equipment, the expense is determined according to the estimated power consumption of the wireless communication device after the wireless communication device is connected with the equipment and the existing power consumption value of the wireless communication device to the original equipment, the ratio of the expense to the two consumptions is in positive correlation, when the wireless communication device is connected with the equipment, if the wireless communication device is not connected with other equipment, the profit after the equipment is connected with the wireless communication device is determined according to the preference value of the wireless communication device to the equipment, and the preference value can be determined based on the bandwidth requirement, the rate requirement, the access time duration requirement and the like when the equipment requests to be connected. For example, the bandwidth requirement and the rate requirement of the device can be well matched and satisfied by the wireless communication device, the preference value is high, so that the device can obtain a large benefit after being connected to the wireless communication device, the device can operate at high efficiency, when the preference value is determined, a benefit value can be determined according to the preference value to judge the benefit condition after the device is connected to the wireless communication device, correspondingly, after the device is connected to the wireless communication device, the wireless communication device has operating power to enable the wireless communication device to be stably connected with the device, and accordingly, an estimated power consumption value can be determined, so that the overhead value of the wireless communication device is determined, and the estimated utility value is determined by combining the preference value. When the wireless communication device is connected with a plurality of devices, the existing power consumption value and the existing utility value of the wireless communication device can be gradually determined along with the connection of the devices and are updated in a superposition mode, when other devices to be connected request connection, the profit value can be determined according to the existing utility value of the connected devices and the preference value of the wireless communication device to the devices, the expense value can be determined according to the estimated power consumption of the wireless communication device after the wireless communication device is connected with the devices and the existing power consumption value of the wireless communication device to the original devices, and the estimated utility value is determined according to the profit value and the expense value to serve as an evaluation standard for pairing connection of the wireless communication device and the devices to be connected. In this embodiment, the pre-estimated utility value is used to comprehensively judge the profit and power consumption of the wireless communication device after being connected to the equipment, so that when the connection condition of the equipment is determined, the overall operation conditions of the wireless communication device and the equipment after being connected to the equipment can be measured, and then, each wireless communication device can be reasonably allocated to be connected to the equipment to be connected, thereby being beneficial to maximizing the connection efficiency of the wireless communication device and the equipment and reasonably allocating and controlling the power, the energy consumption and the like of the wireless communication device during connection, and further reducing the energy consumption of the operation of the wireless communication device.
When the device requests connection, the ultra-dense heterogeneous network receives the request, and can determine the pre-connection heterogeneous group to be used for pre-connection with the Internet of things device.
In this embodiment, each heterogeneous group has a plurality of wireless communication apparatuses, so that the plurality of wireless communication apparatuses can be numbered sequentially according to the order of connection rates, when a device to be connected is connected to a wireless communication apparatus in a pre-connected heterogeneous group, the estimated utility value can be determined according to the order of numbering the wireless communication apparatuses, when the estimated utility value meets the connection requirement, the wireless communication apparatus is connected to the device to be connected, so as to ensure that the device is connected to a higher-speed wireless communication apparatus, if the estimated utility value does not meet the connection requirement, the utility value of the wireless communication apparatus with the later connection rate is determined, so as to determine in turn until the wireless communication apparatus is connected to the device to be connected, or the estimated utility value of the wireless communication apparatus does not meet the connection requirement, so that the wireless communication apparatus in the pre-connected heterogeneous group is not connected to the device to be connected, and connecting the wireless communication devices of other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network with the equipment to be connected, thereby more reasonably distributing the connection pairing of the wireless communication devices and the equipment and ensuring that the higher connection efficiency is achieved.
In an optional embodiment of the present invention, the determining, in the heterogeneous groups other than the pre-connection heterogeneous group in the ultra-dense heterogeneous network, that the wireless communication apparatus is connected to the device to be connected includes:
acquiring a selection value of the equipment to be connected to the wireless communication devices of other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network, wherein the selection value represents the strength of the selection will of the equipment to be connected to the wireless communication devices;
and connecting the wireless communication device corresponding to the selection value with the maximum value with the equipment to be connected.
In this embodiment, when the estimated utility values of the wireless communication devices in the heterogeneous group to be connected do not meet the requirement, the device to be connected and the wireless communication devices in other heterogeneous groups are connected in a pairing manner, so as to avoid that the utility value is low after the device to be connected is connected, which results in high connection efficiency due to high energy consumption, specifically, whether the device to be connected is connected with the wireless communication devices is determined according to the selection value of the device to be connected to the wireless communication devices, wherein the selection value represents the strength of the selection will of the device to be connected to the wireless communication devices, so as to ensure that the wireless communication devices and the device to be connected are connected in a better pairing manner.
The method comprises the steps of obtaining a preference value of the wireless communication device to the equipment to be connected and obtaining a connection quality value of the wireless communication device to the equipment to be connected; thereby determining the selection value according to the preference value and the connection quality value, wherein the selection value is the sum of the weighted value of the preference value and the weighted value of the connection quality value, and the sum of the weighted value of the preference value and the weighted value of the connection quality value is 1, as in the above embodiment, the preference value can be determined based on the bandwidth requirement, the speed requirement, the access time duration requirement and the like when the device requests connection, for example, the bandwidth requirement and the speed requirement of the device can be better satisfied, the preference value is higher, so that the device can obtain a larger benefit after being connected to the wireless communication device, the device can operate with higher efficiency, the connection quality generally indicates whether the wireless communication device can perform stable connection with the device, for example, when the wireless communication device is farther away from the device and has a wall or the like in the middle, generally, a signal received by a device is weakened, but in some cases, the signal weakening can cause that the device and a wireless communication device cannot perform stable signal transmission, so that the connection quality is poor, and in some cases, the signal can still maintain stable signal transmission even though the signal is weak, at this time, the connection quality is good, the connection quality and a preference value jointly influence the operation condition of the device after the device is connected with the wireless communication device, in some scenarios, multiple wireless communication devices are provided, wherein one wireless communication device has high signal transmission power and strong signal penetration capability, even if a wall block exists, the signal can reach a far transmission distance, can be connected with far-away internet-of-things devices and provide good connection quality, and the signal of the other wireless communication device does not have strong penetration capability but can provide a large bandwidth, and after the equipment is connected, a higher network speed can be provided, but when the equipment is actually connected with the wireless communication device, the requirements on bandwidth and network speed are higher, and the operation condition of the equipment cannot be actually influenced by weaker signal strength, so that the wireless communication device with stronger signal and better connection quality is not required to be connected.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
acquiring a request rate when the equipment to be connected requests connection, and determining a maximum rate which is suitable for being distributed to the equipment to be connected by the wireless communication device;
determining the preference value based on the requested rate and the maximum rate.
In the above embodiment, the preference value may be determined based on the bandwidth requirement, the rate requirement, the access time duration requirement, and the like when the device requests connection, in an optional embodiment of the present invention, when the preference value is determined, the requested rate when the device to be connected requests connection is obtained, and in general, the maximum rate that the wireless communication apparatus can allocate to the device to be connected can be obtained, so that the maximum rate is compared with the requested rate to determine the preference value, in a specific embodiment, the difference between the maximum rate and the requested rate and the size of the maximum rate and the requested rate can be determined to determine the preference value, if the maximum rate is greater than the requested rate, the wireless communication apparatus can meet the maximum speed requirement of the device to be connected, and the difference between the maximum rate and the requested rate is small, that is, the difference is small, at this moment, after the wireless communication device is connected with the equipment to be connected, the allocation of the bandwidth rate can be reasonable, so that the preference value is large, and the preference value with a large specific numerical value can be determined to be used as an evaluation standard when the wireless communication device is in matched connection with the equipment to be connected. In other embodiments, when the preference value is determined based on the access time duration requirement and the like, the preference value can be calculated in a weighted manner according to the matching condition of the access time of the to-be-connected device and the wireless communication device and the rate matching condition, so that the preference value is determined, the matching connection of the wireless communication device and the to-be-connected device is more reasonable, the power consumption/power of the wireless communication device is more reasonably distributed, the energy consumption is reduced, and the connection efficiency is improved.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
obtaining the distance and connection quality between the equipment to be connected and the heterogeneous group;
and determining the pre-connection heterogeneous group according to the distance and the connection quality, and/or determining other heterogeneous groups for connecting with the equipment to be connected according to the distance and the connection quality.
In this embodiment, when there is a device to be connected to the ultra-dense heterogeneous network, the distance and connection quality between each heterogeneous group and the device to be connected are obtained, and an appropriate pre-connection heterogeneous group is allocated to the device to be connected for network connection through the distance and connection quality, so as to ensure the efficiency of network connection and the communication quality, as described above, the connection quality generally indicates whether the wireless communication apparatus can perform stable connection with the device, for example, when the wireless communication apparatus is far away from the device and has a wall or other obstruction in the middle, the signal received by the device is usually weakened, but in some cases, the signal weakening may cause the device and the wireless communication apparatus to fail to perform stable signal transmission, so that the connection quality is poor, and in some cases, the signal is weak, but the signal can still be stably transmitted, and at this time, the connection quality is good, the distance between the heterogeneous group and the equipment to be connected can represent the signal strength provided by the wireless communication device in the heterogeneous group to the equipment to be connected, under the normal condition, the wireless communication device in the heterogeneous group with the shorter distance and the higher connection quality is preferentially selected to be connected with the equipment to be connected, so that the communication quality and the communication efficiency of the equipment are ensured, the fluctuation of network connection caused by obstruction is avoided, and when the connection distance and the connection quality cannot be met together, the wireless communication device with the better connection quality or the wireless communication device with the shorter connection distance can be preferentially selected to be connected with the equipment, so that the connection and the operation of the equipment are ensured to be more stable. In addition, when the estimated utility value is determined to judge that the wireless communication device of the pre-connection heterogeneous group is not suitable for being connected with the device to be connected, other heterogeneous groups connected with the device to be connected can be determined again through the distance and the connection quality, so that the communication quality and the communication efficiency are ensured.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
storing the access quantity and the access time period of the wireless communication device in a plurality of preset time periods;
generating access estimation data for estimating the future access condition of the wireless communication device according to the access quantity and the access time period;
and controlling the operation condition of the wireless communication device according to the access estimation data.
In an optional embodiment, the preset time period is one day, and the access number and the access time period of the wireless communication device on the next day can be obtained through the access number and the access time period And entering the time period, so that the operation of the wireless communication device can be controlled according to the estimated condition, for example, the wireless communication device which is not accessed to the equipment is closed in a certain time period, or the operation power of the wireless communication device is reduced in a certain time period, so as to reduce the energy consumption.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
storing the access quantity and the access load of the equipment in a plurality of preset time periods in the ultra-dense heterogeneous network;
generating the equipment access peak time period of the preset time period according to the access quantity and the access load;
determining the load condition of each wireless communication device in the access peak period of the equipment according to the access estimation data;
and when the load condition of the wireless communication device accords with a preset load condition, setting a power limiting mode so as to enable the power of the wireless communication device to be lower than the preset power.
According to the access quantity and the access load of the equipment in the ultra-dense heterogeneous network, the peak time and the valley time of the equipment access can be determined, namely the peak time and the valley time of the equipment access, in the peak time of the equipment access, the equipment access is more, the load is larger, and according to the distribution of the wireless communication devices, under the normal condition, each wireless communication device is connected with the equipment, so that the mode of shutting down the wireless communication device is difficult to select so as to reduce the whole power consumption. In this embodiment, the access peak time of the device in a preset time period can be reasonably determined through the access number and the access load of the device in a plurality of preset time periods through the ultra-dense heterogeneous network, for example, the access peak time of the device in each day is determined, and the load condition of each wireless communication device in the access peak time of the device is determined according to the predicted access estimation data, so as to estimate the load of the wireless communication device in the access peak time of the device, it can be understood that, in the access peak time of the device, although the whole load of the wireless communication device is higher, there may be a situation that part of the wireless communication devices are extremely high, and part of the wireless communication devices are low, therefore, in this embodiment, by estimating the load condition of each wireless communication device, a power limit mode is set for the wireless communication devices according with the preset load condition, for example, a preset power is set, the operating power of the wireless communication device is limited, and the operating power of the wireless communication device is prevented from reaching or exceeding the preset power, so that the operating power of the equipment in the access peak period is reduced, the load is reduced, and the energy consumption is reduced.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
generating a device access valley period of the preset time period according to the access quantity and the access load;
determining a device access pre-estimation amount of each wireless communication device in the device access valley period according to the access pre-estimation data;
and closing the wireless communication device with the equipment access estimated quantity less than or equal to the preset access quantity.
In this embodiment, corresponding to the peak time of device access, the device access valley time period may be generated according to the access number and the access load, and in the device access valley time period, there may be a case where part of the wireless communication devices are not accessed to the device or a case where part of the wireless communication devices are accessed to the device with a small number, so that the device access estimated amount of each wireless communication device in the device access valley time period is determined according to the predicted access estimated data to estimate the condition of each wireless communication device, and when the device access estimated amount is less than or equal to the preset access amount, it is avoided that the wireless communication device is operated with low efficiency and low energy consumption due to the less accessed devices, and thus the wireless communication device can be turned off, and it can be understood that, after the wireless communication device is turned off, the device connected with the wireless communication device can be allocated to other wireless communication devices for pairing connection, to increase energy consumption.
In an optional embodiment of the present invention, the operation control method of the wireless communication apparatus in the ultra-dense heterogeneous network further includes:
determining the communication quality of each wireless communication device and the equipment according to the terrain condition of each wireless communication device and the shielding condition of the equipment;
determining estimated power of the equipment to be connected after the equipment to be connected is accessed to the wireless communication device in the access peak period of the equipment;
when the estimated power is larger than or equal to the preset power, performing redistribution connection on the equipment to be connected according to the communication quality;
performing cyclic sleep control on a wireless communication device in the device access valley time within the device access valley time period;
and when the wireless communication device is dormant, performing redistribution connection on the disconnected equipment to be connected according to the communication quality.
In this embodiment, before the device is connected to the wireless communication apparatus, the communication quality between the device and the wireless communication apparatus in each heterogeneous group can be determined by obtaining a terrain condition of the wireless communication apparatus and a shielding condition between the device and the wireless communication apparatus, in this embodiment, the terrain represents a spatial height of the wireless communication apparatus, and the shielding condition includes a shielding condition and a non-shielding condition, and in a normal case, the terrain condition and the shielding condition have the following compositions, and the shielding condition has low terrain; the terrain is high due to the shielding; no shielding and low terrain; the communication quality of each wireless communication device relative to the equipment can be sequenced according to the terrain condition and the shielding condition, the power limiting mode is set to limit the operating power of the wireless communication device to exceed the preset power in the peak time period of equipment access so as to reduce the energy consumption, and when a new equipment is accessed, although the estimated utility value of the new equipment and the wireless communication device is higher, the estimated power after the new equipment is connected with the wireless communication device exceeds the preset power due to the limitation of the power limiting mode, at the moment, the equipment to be connected can be redistributed and connected through the communication quality so as to connect the equipment to the next wireless communication device according to the size of the communication quality, thereby ensuring that the energy consumption of each wireless communication device is higher and reducing the whole energy consumption, the communication quality of the device is also ensured.
In addition, in the period of the equipment accessing to the low valley, because the access equipment is less, the dormancy control can be adopted for each wireless communication device in the period of the equipment accessing to the low valley, so as to improve the service life of the wireless communication device.
To sum up, in a specific embodiment of the present invention, when the ultra-dense heterogeneous network receives an access request instruction of a device, a pre-connection heterogeneous group with a short distance and a good connection quality can be allocated to the device to be connected according to the distance between the device to be connected and each heterogeneous group in the ultra-dense heterogeneous network and the connection quality, so as to pair the wireless communication apparatus in the pre-connection heterogeneous group with the device to be connected and determine whether connection can be performed, specifically, when the device to be connected and the wireless communication apparatus in the pre-connection heterogeneous group perform connection pairing determination, a determination is performed based on the predicted utility value of the wireless communication apparatus corresponding to the device to be connected, when the predicted utility value of the wireless communication apparatus meets the requirement, the wireless communication apparatus is connected with the device to be connected, when the predicted utility value meets the requirement, it is sequentially determined whether the predicted utility values of other wireless communication apparatuses in the pre-connection heterogeneous group meet the requirement, the method ensures that the equipment to be connected is preferentially connected with the wireless communication devices in the pre-connection heterogeneous group for distribution, so as to improve the communication quality and the operation efficiency of the connected equipment, wherein the estimated utility value is determined based on the income of the connected equipment after the equipment is connected with the wireless communication devices and the cost, such as energy consumption, of the connected equipment after the equipment is connected with the wireless communication devices, and when the estimated utility value is used for determining the connection condition of the equipment, the overall operation condition of the connected equipment and the connected equipment can be measured, thereby being beneficial to the maximization of the connection efficiency of the connected equipment and the reduction of the energy consumption of the operation of the wireless communication devices.
When the estimated utility values of all the wireless communication devices in the pre-connection heterogeneous group do not meet the connection requirements of the devices to be connected, the wireless communication devices are selected from other heterogeneous groups to be connected, and the selection values of the devices to be connected to the wireless communication devices are specifically adopted as evaluation criteria, wherein the selection values are determined based on the preference values of the devices to the wireless communication devices and the connection quality of the devices to be connected to the wireless communication devices, so that the devices to be connected and the wireless communication devices can have high matching degree, and the devices to be connected can obtain high connection operation efficiency under the condition that the connection quality reaches the standard.
When the heterogeneous groups in the ultra-dense heterogeneous network work for a certain time, the access situations of the wireless communication devices in each heterogeneous group, such as the access number and the access time period of the wireless communication devices, have a certain rule, so that access estimation data for estimating the future access situation of the wireless communication devices can be generated by storing the access number and the access time period of the wireless communication devices, the future operation situations of each wireless communication device can be estimated according to the access estimation data, and the operation state of the wireless communication devices can be regulated and controlled, such as the wireless communication devices are turned off in a certain time period or the operation power of the wireless communication devices is reduced, so that energy is saved and consumption is reduced. Specifically, the number of the ultra-dense heterogeneous network connection devices and the operation load condition can be analyzed to determine the peak time and the valley time of the ultra-dense heterogeneous network connection devices, the operation power of some devices can be limited in the peak time, for example, it is determined that some wireless communication devices may only be connected with fewer devices in the peak time according to the access estimation data, at this time, the maximum power of the wireless communication devices is limited, some wireless communication devices can be turned off in the valley time to reduce the energy consumption, and in the valley time, due to the fact that the number of the connection devices is small, each wireless communication device can be cyclically dormant in the valley time to gradually turn off and regulate each wireless communication device, so that the operation life of the wireless communication device is prolonged. When the wireless communication device is closed or the operating power of the wireless communication device is limited, when new equipment to be connected is required to be connected, the equipment to be connected can be redistributed and connected according to the communication quality, so that the connection between the equipment and the wireless communication device can be reasonably distributed and regulated, the equipment can be ensured to operate with higher efficiency, and the operating power of the wireless communication device can be reasonably reduced.
The invention also provides an operation control device of the wireless communication device of the ultra-dense heterogeneous network, which comprises a memory, a processor and a computer program which is stored on the memory and can be operated on the processor, and when the processor executes the computer program, the operation control method of the wireless communication device of the ultra-dense heterogeneous network is realized so as to achieve the beneficial effects of the invention.
Although the present disclosure has been described above, the scope of the present disclosure is not limited thereto. Various changes and modifications may be effected therein by one of ordinary skill in the pertinent art without departing from the spirit and scope of the present disclosure, and these changes and modifications are intended to be within the scope of the present disclosure.

Claims (10)

1. An operation control method of a wireless communication device of an ultra-dense heterogeneous network is applied to the ultra-dense heterogeneous network, the ultra-dense heterogeneous network comprises a plurality of heterogeneous groups, each of the heterogeneous groups comprises a plurality of wireless communication devices, and the operation control method of the wireless communication device of the ultra-dense heterogeneous network comprises the following steps:
determining a pre-join heterogeneous group from a plurality of the heterogeneous groups of the ultra-dense heterogeneous network;
determining an overhead value of a device to be connected and a profit value after the device to be connected is connected to the wireless communication device, wherein the overhead value is determined according to an existing power consumption value of the wireless communication device and an estimated power consumption value after the device to be connected is connected to the wireless communication device, and the profit value is determined according to an existing utility value of the wireless communication device and a preference value of the wireless communication device to the device to be connected;
determining an estimated utility value of the wireless communication device of the pre-connection heterogeneous group according to the overhead value and the profit value;
judging whether the wireless communication device of the pre-connection heterogeneous group meets the connection requirement or not according to the estimated utility value;
if so, connecting the wireless communication device with the equipment to be connected;
if not, determining that the wireless communication device is connected with the equipment to be connected in other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network.
2. The method according to claim 1, wherein the determining that the wireless communication apparatus is connected to the device to be connected in the heterogeneous group other than the pre-connection heterogeneous group in the ultra-dense heterogeneous network comprises:
acquiring a selection value of the equipment to be connected to the wireless communication devices of other heterogeneous groups except the pre-connection heterogeneous group in the ultra-dense heterogeneous network, wherein the selection value represents the strength of the selection will of the equipment to be connected to the wireless communication devices;
and connecting the wireless communication device corresponding to the selection value with the maximum value with the equipment to be connected.
3. The method according to claim 2, wherein the obtaining of the selection value of the device to be connected to the wireless communication devices of the heterogeneous group other than the pre-connection heterogeneous group in the ultra-dense heterogeneous network comprises:
acquiring a preference value of the wireless communication device to the equipment to be connected and acquiring a connection quality value of the wireless communication device to the equipment to be connected;
determining the selection value according to the preference value and the connection quality value, wherein the selection value is the sum of the weighted value of the preference value and the weighted value of the connection quality value, and the sum of the weight of the preference value and the weight of the connection quality value is 1.
4. The method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network according to any one of claims 1 to 3, wherein the method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network further comprises:
acquiring a request rate when the equipment to be connected requests connection, and determining a maximum rate which is suitable for being distributed to the equipment to be connected by the wireless communication device;
determining the preference value based on the requested rate and the maximum rate.
5. The method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network according to any one of claims 1 to 3, wherein the method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network further comprises:
obtaining the distance and connection quality between the equipment to be connected and the heterogeneous group;
and determining the pre-connection heterogeneous group according to the distance and the connection quality, and/or determining other heterogeneous groups for connecting with the equipment to be connected according to the distance and the connection quality.
6. The method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network according to any one of claims 1 to 3, wherein the method for controlling the operation of the wireless communication apparatus of the ultra-dense heterogeneous network further comprises:
storing the access quantity and the access time period of the wireless communication device in a plurality of preset time periods;
generating access estimation data for estimating the future access condition of the wireless communication device according to the access quantity and the access time period;
and controlling the operation condition of the wireless communication device according to the access estimation data.
7. The method of claim 6, wherein the method further comprises:
storing the access quantity and the access load of the equipment in a plurality of preset time periods in the ultra-dense heterogeneous network;
generating the equipment access peak time period of the preset time period according to the access quantity and the access load;
determining the load condition of each wireless communication device in the access peak period of the equipment according to the access estimation data;
and when the load condition of the wireless communication device accords with a preset load condition, setting a power limiting mode so as to enable the power of the wireless communication device to be lower than the preset power.
8. The method of claim 7, wherein the method further comprises:
generating a device access valley period of the preset time period according to the access quantity and the access load;
determining a device access pre-estimation amount of each wireless communication device in the device access valley period according to the access pre-estimation data;
and closing the wireless communication device with the equipment access estimated quantity less than or equal to the preset access quantity.
9. The method of claim 8, wherein the method further comprises:
determining the communication quality of each wireless communication device and the equipment according to the terrain condition of each wireless communication device and the shielding condition of the equipment;
determining estimated power of the equipment to be connected after the equipment to be connected is accessed to the wireless communication device in the access peak period of the equipment;
when the estimated power is larger than or equal to the preset power, performing redistribution connection on the equipment to be connected according to the communication quality;
performing cyclic sleep control on a wireless communication device in the device access valley time within the device access valley time period;
and when the wireless communication device is dormant, performing redistribution connection on the disconnected equipment to be connected according to the communication quality.
10. An operation control apparatus of a wireless communication apparatus of an ultra-dense heterogeneous network, comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, wherein when the processor executes the computer program, the operation control method of the wireless communication apparatus of the ultra-dense heterogeneous network according to any one of claims 1 to 9 is implemented.
CN202110070392.9A 2021-01-19 2021-01-19 Operation control method and device for wireless communication device of ultra-dense heterogeneous network Active CN112399451B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110070392.9A CN112399451B (en) 2021-01-19 2021-01-19 Operation control method and device for wireless communication device of ultra-dense heterogeneous network

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110070392.9A CN112399451B (en) 2021-01-19 2021-01-19 Operation control method and device for wireless communication device of ultra-dense heterogeneous network

Publications (2)

Publication Number Publication Date
CN112399451A CN112399451A (en) 2021-02-23
CN112399451B true CN112399451B (en) 2021-03-19

Family

ID=74625147

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110070392.9A Active CN112399451B (en) 2021-01-19 2021-01-19 Operation control method and device for wireless communication device of ultra-dense heterogeneous network

Country Status (1)

Country Link
CN (1) CN112399451B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102630093A (en) * 2012-05-02 2012-08-08 北京邮电大学 Network access method for load balance in isomer wireless network
EP2923525A1 (en) * 2012-11-26 2015-09-30 Telefonaktiebolaget LM Ericsson (Publ) Method apparatus and system for interference metric signalling
CN105357683A (en) * 2015-12-03 2016-02-24 东南大学 Gibbs sampling-based ultra-dense heterogeneous network optimal cell range expansion bias adjustment method
CN111182454A (en) * 2020-02-24 2020-05-19 重庆邮电大学 Intelligent access method for maximizing comprehensive benefits in heterogeneous wireless network
CN111988834A (en) * 2020-08-27 2020-11-24 长安大学 Heterogeneous Internet of vehicles network selection method, system and device

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9584976B2 (en) * 2015-06-24 2017-02-28 The Florida International University Board Of Trustees Specific velocity estimation of wireless network devices

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102630093A (en) * 2012-05-02 2012-08-08 北京邮电大学 Network access method for load balance in isomer wireless network
EP2923525A1 (en) * 2012-11-26 2015-09-30 Telefonaktiebolaget LM Ericsson (Publ) Method apparatus and system for interference metric signalling
CN105357683A (en) * 2015-12-03 2016-02-24 东南大学 Gibbs sampling-based ultra-dense heterogeneous network optimal cell range expansion bias adjustment method
CN111182454A (en) * 2020-02-24 2020-05-19 重庆邮电大学 Intelligent access method for maximizing comprehensive benefits in heterogeneous wireless network
CN111988834A (en) * 2020-08-27 2020-11-24 长安大学 Heterogeneous Internet of vehicles network selection method, system and device

Also Published As

Publication number Publication date
CN112399451A (en) 2021-02-23

Similar Documents

Publication Publication Date Title
Zhang et al. Joint offloading and resource allocation in mobile edge computing systems: An actor-critic approach
Luo et al. Dynamic resource allocations based on Q-learning for D2D communication in cellular networks
CN111953510B (en) Smart grid slice wireless resource allocation method and system based on reinforcement learning
US20230370857A1 (en) Performance assurance and optimization for gaa and pal devices in a cbrs network for private enterprise environment
US9426075B2 (en) Method and system to represent the impact of load variation on service outage over multiple links
CN114138373B (en) Edge computing task unloading method based on reinforcement learning
RU2007137009A (en) MANAGEMENT OF ACCESS TO THE FEEDBACK ENVIRONMENT WITH MULTIPLE CARRIERS AND MANY FLOWS FOR A COMMUNICATION SYSTEM
CN113038616B (en) Frequency spectrum resource management and allocation method based on federal learning
CN104427625A (en) Network resource scheduling method and system based on user experience
EP3491793B1 (en) System and method for resource-aware and time-critical iot frameworks
Balakrishnan et al. Deep reinforcement learning based traffic-and channel-aware OFDMA resource allocation
CA2857727C (en) Computer-implemented method, computer system, computer program product to manage traffic in a network
He et al. Energy-aware collaborative computation offloading over mobile edge computation empowered fiber-wireless access networks
Yao et al. Data-driven resource allocation with traffic load prediction
Guo et al. Radio resource management for C-V2X: From a hybrid centralized-distributed scheme to a distributed scheme
CN112399451B (en) Operation control method and device for wireless communication device of ultra-dense heterogeneous network
US20180376355A1 (en) Service optimization processing method, device, and system
CN109587806A (en) A kind of scheduling request sending method and terminal device
CN116017570A (en) Edge computing system resource management method based on block chain
CN113271221B (en) Network capacity opening method and system and electronic equipment
Wang et al. Offloading Strategies for Mobile Edge Computing Based on Multi-Attribute Preferences in Smart Grids
Yang et al. Reinforcement learning based dynamic resource allocation for massive MTC in sliced mobile networks
JP2022018901A (en) Optimization method of wireless communication system, wireless communication system, and program for wireless communication system
JP2022018880A (en) Optimization method of wireless communication system, wireless communication system, and program for wireless communication system
CN111867105B (en) Action distribution method and device of backscattering terminal and electronic equipment

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: Operation control method and device for wireless communication device of ultra dense heterogeneous network

Effective date of registration: 20220613

Granted publication date: 20210319

Pledgee: Guanggu Branch of Wuhan Rural Commercial Bank Co.,Ltd.

Pledgor: Optical Valley Technology Co.,Ltd.

Registration number: Y2022420000157

PE01 Entry into force of the registration of the contract for pledge of patent right