A wireless device intelligent detection and analysis method, system and medium

Abstract

The present application provides a method, system and medium for intelligent detection and analysis of wireless devices. The method includes: obtaining standard data of wireless devices and then calculating a standard wireless performance index, obtaining turntable rotation data of a turntable, sampling real-time wireless data of rotating wireless devices, obtaining sampled real-time wireless data and calculating effective real-time wireless data, and then processing to obtain an effective real-time wireless performance index, obtaining a wireless performance relative index based on the effective real-time wireless performance index and the standard wireless performance index, performing a threshold comparison to obtain the real-time status of wireless data, and starting a preset turntable stage retest plan based on the real-time status of wireless data and obtaining device data of the problem wireless network; thereby, by calculating the standard wireless performance index, the effective real-time wireless performance index and the wireless performance relative index, and obtaining the real-time status of wireless data and device data of the problem wireless network after threshold comparison, the technology of intelligent detection and analysis of wireless devices is realized.

Description

Technical Field

[0001] The present application relates to the field of detection and analysis, and in particular, to a method, system and medium for intelligent detection and analysis of wireless devices. Background Art

[0002] With the rapid development of wireless communication technology, the types and number of wireless devices are increasing. In order to ensure that the performance of wireless devices meets the standards and requirements, accurate detection and analysis of them has become crucial. However, existing wireless testing methods have many defects. For example, manual control of peripheral instruments and equipment is usually used for testing, which requires long-term configuration of testers, resulting in long test times and test results that are prone to missing. With the development of intelligent technology, a more accurate and highly automated intelligent detection and analysis method for wireless devices is needed.

[0003] In view of the above problems, effective technical solutions are urgently needed. Summary of the invention

[0004] The purpose of this application is to provide a method, system and medium for intelligent detection and analysis of wireless devices, which can obtain the real-time status of wireless data and device data of problematic wireless networks through calculation of standard wireless performance index, effective real-time wireless performance index and wireless performance relative index, and realize intelligent detection and analysis of wireless devices after threshold comparison.

[0005] The present application also provides a wireless device intelligent detection and analysis method, comprising the following steps:

[0006] Acquire preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculate and obtain a standard wireless performance index according to the standard wireless data;

[0007] The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data;

[0008] Acquire a preset number of sampled real-time wireless data within a preset time period, calculate effective real-time wireless data based on the sampled real-time wireless data, and calculate an effective real-time wireless performance index based on the effective real-time wireless data;

[0009] Comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data;

[0010] The real-time status of the wireless data is determined, and a preset turntable phase retest scheme is started accordingly, and the device data of the problematic wireless network is determined and obtained according to the turntable phase retest scheme.

[0011] Optionally, in the wireless device intelligent detection and analysis method described in the present application, the obtaining of preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculating the standard wireless performance index according to the standard wireless data specifically includes:

[0012] Obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data;

[0013] Acquire the turntable rotation data of the turntable, including the rotation direction data and the rotation rate data;

[0014] The standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data are input into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

[0015] Optionally, in the wireless device intelligent detection and analysis method described in the present application, the wireless device rotates according to the turntable rotation data and obtains real-time wireless data, specifically including:

[0016] The wireless device rotates according to the rotation direction data and the rotation rate data;

[0017] Real-time wireless data of the wireless device is obtained according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data.

[0018] Optionally, in the wireless device intelligent detection and analysis method described in the present application, the obtaining of a preset amount of sampled real-time wireless data within a preset time period, calculating effective real-time wireless data based on the sampled real-time wireless data, and calculating an effective real-time wireless performance index based on the effective real-time wireless data specifically includes:

[0019] According to a preset sampling cycle, a preset amount of real-time wireless data within a preset time period is obtained and marked as sampled real-time wireless data;

[0020] The sampled real-time wireless data is averaged as effective real-time wireless data, wherein the effective real-time wireless data includes effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data and effective real-time packet loss rate data;

[0021] The effective real-time throughput rate data, the effective real-time stability data, the effective real-time data delay data and the effective real-time packet loss rate data are input into a preset wireless index evaluation model for processing to obtain an effective real-time wireless performance index.

[0022] Optionally, in the wireless device intelligent detection and analysis method described in the present application, the comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain the real-time status of the wireless data, specifically includes:

[0023] Dividing the effective real-time wireless performance index by the standard wireless performance index to obtain a wireless performance relative index;

[0024] Comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data, including an excellent performance status, a competent performance status, or an unqualified performance status;

[0025] Extracting a first threshold and a second threshold according to the relative performance index threshold, wherein the first threshold is greater than the second threshold;

[0026] comparing the wireless performance relative index with the first threshold and the second threshold;

[0027] If the wireless performance relative index is greater than the first threshold, the real-time status of the wireless data is an excellent performance status;

[0028] If the wireless performance relative index is greater than the second threshold and less than or equal to the first threshold, the wireless data real-time status is a competent performance status;

[0029] If the wireless performance relative index is less than or equal to the second threshold, the real-time status of the wireless data is an unqualified performance status.

[0030] Optionally, in the wireless device intelligent detection and analysis method described in the present application, the real-time status of the wireless data is determined, and a preset turntable stage retest scheme is started accordingly, and the device data of the problematic wireless network is obtained according to the turntable stage retest scheme, specifically including:

[0031] If the real-time status of the wireless data is an unqualified performance status, a preset turntable stage retest plan is initiated;

[0032] Obtaining retest wireless data within a preset time period corresponding to the unqualified performance state through the turntable stage retest scheme, the retest wireless data including retest throughput rate data, retest stability data, retest data delay data and retest packet loss rate data;

[0033] The remeasured throughput rate data, the remeasured stability data, the remeasured data delay data and the remeasured packet loss rate data are combined with the standard throughput rate data, the standard stability data, the standard data delay data and the standard packet loss rate data through a preset wireless index difference evaluation model to obtain a wireless difference index;

[0034] Obtaining a wireless status, including a qualified status or an unqualified status, according to a comparison between the wireless difference index and a preset wireless difference index threshold;

[0035] If the wireless status is an unqualified status, the device data corresponding to the unqualified status time is recorded, including wireless device serial number data, turntable position data and antenna position data.

[0036] In a second aspect, the present application provides a wireless device intelligent detection and analysis system, the system comprising: a memory and a processor, the memory storing a program of a wireless device intelligent detection and analysis method, and the program of the wireless device intelligent detection and analysis method is executed by the processor to implement the following steps:

[0037] Acquire preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculate and obtain a standard wireless performance index according to the standard wireless data;

[0038] The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data;

[0039] Acquire a preset number of sampled real-time wireless data within a preset time period, calculate effective real-time wireless data based on the sampled real-time wireless data, and calculate an effective real-time wireless performance index based on the effective real-time wireless data;

[0040] Comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data;

[0041] The real-time status of the wireless data is determined, and a preset turntable phase retest scheme is started accordingly, and the device data of the problematic wireless network is determined and obtained according to the turntable phase retest scheme.

[0042] Optionally, in the wireless device intelligent detection and analysis system, the obtaining of preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculating the standard wireless performance index according to the standard wireless data specifically includes:

[0043] Obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data;

[0044] Acquire the turntable rotation data of the turntable, including the rotation direction data and the rotation rate data;

[0045] The standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data are input into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

[0046] Optionally, in the wireless device intelligent detection and analysis system, the wireless device rotates according to the turntable rotation data, and obtains real-time wireless data, specifically including:

[0047] The wireless device rotates according to the rotation direction data and the rotation rate data;

[0048] Real-time wireless data of the wireless device is obtained according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data.

[0049] In a third aspect, the present application also provides a readable storage medium, which stores a wireless device intelligent detection and analysis method program. When the wireless device intelligent detection and analysis method program is executed by a processor, the steps of a wireless device intelligent detection and analysis method as described in any one of the above items are implemented.

[0050] As can be seen from the above, the wireless device intelligent detection and analysis method, system and medium provided by the present application. The method obtains the standard data of the wireless device and then calculates and obtains the standard wireless performance index, obtains the turntable rotation data of the turntable, samples the real-time wireless data of the rotating wireless device, obtains the sampled real-time wireless data and calculates the effective real-time wireless data, then processes and obtains the effective real-time wireless performance index, obtains the wireless performance relative index according to the effective real-time wireless performance index and the standard wireless performance index, performs a threshold comparison to obtain the real-time status of the wireless data, starts the preset turntable stage retest scheme according to the real-time status of the wireless data and obtains the device data of the problem wireless network; thereby, the standard wireless performance index, the effective real-time wireless performance index and the wireless performance relative index are calculated, and the real-time status of the wireless data and the device data of the problem wireless network are obtained after the threshold comparison, so as to realize the technology of intelligent detection and analysis of wireless devices.

[0051] Other features and advantages of the present application will be described in the following description, and partly become apparent from the description, or understood by practicing the present application. The purpose and other advantages of the present application can be realized and obtained by the structures particularly pointed out in the written description and the drawings. BRIEF DESCRIPTION OF THE DRAWINGS

[0052] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required for use in the embodiments of the present application will be briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0053] Figure 1A flowchart of a wireless device intelligent detection and analysis method provided in an embodiment of the present application;

[0054] Figure 2 A flowchart of obtaining a standard wireless performance index of a wireless device intelligent detection and analysis method provided in an embodiment of the present application;

[0055] Figure 3 A flowchart of obtaining real-time wireless data of a wireless device intelligent detection and analysis method provided in an embodiment of the present application;

[0056] Figure 4 A flowchart of obtaining an effective real-time wireless performance index for a wireless device intelligent detection and analysis method provided in an embodiment of the present application. DETAILED DESCRIPTION

[0057] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. The components of the embodiments of the present application usually described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present application provided in the drawings is not intended to limit the scope of the application claimed for protection, but only represents the selected embodiments of the present application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without making creative work belong to the scope of protection of the present application.

[0058] It should be noted that similar reference numerals and letters represent similar items in the following drawings, so once an item is defined in one drawing, it does not need to be further defined and explained in subsequent drawings. At the same time, in the description of this application, the terms "first", "second", etc. are only used to distinguish the description and cannot be understood as indicating or implying relative importance.

[0059] Please refer to Figure 1 , Figure 1 1 is a flow chart of a wireless device intelligent detection and analysis method in some embodiments of the present application. The wireless device intelligent detection and analysis method is used in a terminal device, such as a computer, a mobile phone, etc. The wireless device intelligent detection and analysis method includes the following steps:

[0060] S11, obtaining preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculating a standard wireless performance index according to the standard wireless data;

[0061] S12, the wireless device rotates according to the turntable rotation data and obtains real-time wireless data;

[0062] S13, obtaining a preset number of sampled real-time wireless data within a preset time period, calculating effective real-time wireless data according to the sampled real-time wireless data, and calculating an effective real-time wireless performance index according to the effective real-time wireless data;

[0063] S14, comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data;

[0064] S15, determining the real-time status of the wireless data, and correspondingly starting a preset switch phase retest scheme, and determining and obtaining device data of the problematic wireless network according to the switch phase retest scheme.

[0065] It should be noted that when conducting intelligent detection and analysis of wireless devices, the standard wireless data of the wireless devices must first be determined, and the standard wireless performance data must be obtained after calculation based on the standard wireless data. In order to achieve intelligent detection, the turntable must be automatically rotated through program control, so the turntable rotation data of the turntable must be obtained. The turntable drives the wireless device to rotate through rotation, and then real-time wireless data is obtained; the amount of real-time wireless data is too much. In order to improve the detection efficiency, a certain amount of real-time wireless data will be collected in the real-time wireless data at a fixed time interval within a preset time period and marked as sampled real-time wireless data, and then the effective real-time wireless data will be obtained, and then the effective real-time wireless performance index will be calculated. In order to more intuitively reflect the gap between the effective real-time wireless performance index and the standard wireless performance index, the wireless performance relative index is obtained after comparison, and then the real-time status of the wireless data is obtained through threshold comparison. After judging the real-time status of the wireless data, the turntable stage retest plan is started accordingly, thereby determining the device data of the problematic wireless network and recording it.

[0066] Please refer to Figure 2 , Figure 2 The flowchart of obtaining a standard wireless performance index of a wireless device intelligent detection and analysis method provided by an embodiment of the present application. According to an embodiment of the present invention, the acquisition of preset standard wireless data of the wireless device and the turntable rotation data of the turntable, and the calculation of the standard wireless performance index based on the standard wireless data specifically includes:

[0067] S21, obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data;

[0068] S22, obtaining the turntable rotation data of the turntable, including rotation direction data and rotation rate data;

[0069] S23, inputting the standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

[0070] It should be noted that when designing wireless devices, some standard characteristic data of the wireless network will be determined, namely, standard wireless data, including standard throughput rate data, that is, data designed to reflect the average wireless throughput rate of the designed wireless device; the rotation direction refers to whether the turntable rotates clockwise or counterclockwise, and the rotation rate data refers to the uniform speed data of the turntable rotation. The specific rate can be set according to the needs of the tester; the standard wireless performance index refers to data that can reflect the performance of the wireless network to a certain extent. The larger the index, the better the performance. The preset wireless index evaluation model is obtained by training with a large amount of historical data, and the wireless performance index can be calculated through this model;

[0071] The calculation formula of the standard wireless performance index in the wireless index evaluation model is:

[0072] ;

[0073] in, is the standard wireless performance index, , , , They are standard throughput data, standard stability data, standard data delay data, and standard packet loss rate data. , , , , It is a preset characteristic coefficient (the characteristic coefficient is obtained by querying the preset wireless device intelligent detection and analysis platform).

[0074] Please refer to Figure 3 , Figure 3 The flowchart of obtaining real-time wireless data of a wireless device intelligent detection and analysis method provided by an embodiment of the present application. According to an embodiment of the present invention, the wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data, specifically including:

[0075] S31, the wireless device rotates according to the rotation direction data and the rotation rate data;

[0076] S32. Obtain real-time wireless data of the wireless device according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data, and real-time packet loss rate data.

[0077] It should be noted that when the wireless device is produced and designed, there will be standard wireless data, but there will be fluctuations or changes in the production process. In order to conduct a comprehensive test of the wireless device, the wireless device is placed on a turntable for rotation. In this embodiment, when the test starts, the turntable rotates clockwise; real-time wireless data at different positions is obtained during rotation, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data. The real-time wireless data truly reflects the real wireless data at a specific location.

[0078] Please refer to Figure 4 , Figure 4 The present invention provides a flowchart of obtaining an effective real-time wireless performance index of a wireless device intelligent detection and analysis method provided by an embodiment of the present invention. According to an embodiment of the present invention, obtaining a preset number of sampled real-time wireless data within a preset time period, calculating and obtaining effective real-time wireless data based on the sampled real-time wireless data, and calculating and obtaining an effective real-time wireless performance index based on the effective real-time wireless data specifically include:

[0079] S41, according to a preset sampling period, obtaining a preset amount of real-time wireless data within a preset time period and marking it as sampled real-time wireless data;

[0080] S42, calculating an average value of the sampled real-time wireless data as effective real-time wireless data, where the effective real-time wireless data includes effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data, and effective real-time packet loss rate data;

[0081] S43, inputting the effective real-time throughput rate data, the effective real-time stability data, the effective real-time data delay data and the effective real-time packet loss rate data into a preset wireless index evaluation model for processing to obtain an effective real-time wireless performance index.

[0082] It should be noted that if wireless data detection and analysis are performed on each location, the workload of detection will increase and the detection efficiency will be reduced. In order to better perform detection, a fixed interval period, namely the sampling period, will be pre-set. This time interval can be set according to user needs. Sampling is performed within a preset time period according to the preset interval, and a preset number of real-time wireless data will be obtained and marked as sampled real-time wireless data. In order to better and more stably reflect the data, the sampled real-time wireless data will be averaged as the effective real-time wireless data, and the effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data and effective real-time packet loss rate data will be processed through a preset wireless index evaluation model to obtain an effective real-time wireless performance index;

[0083] The calculation formula of the effective real-time wireless performance index in the wireless index evaluation model is:

[0084] ;

[0085] in, For an effective real-time wireless performance index, , , , They are effective real-time throughput data, effective real-time stability data, effective real-time data delay data, and effective real-time packet loss rate data. , , , , It is a preset characteristic coefficient (the characteristic coefficient is obtained by querying the preset wireless device intelligent detection and analysis platform).

[0086] According to an embodiment of the present invention, the obtaining of a wireless performance relative index by comparing the effective real-time wireless performance index with a standard wireless performance index, and the obtaining of a real-time status of wireless data by comparing the wireless performance relative index with a preset performance relative index threshold value specifically includes:

[0087] Dividing the effective real-time wireless performance index by the standard wireless performance index to obtain a wireless performance relative index;

[0088] Comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data, including an excellent performance status, a competent performance status, or an unqualified performance status;

[0089] Extracting a first threshold and a second threshold according to the relative performance index threshold, wherein the first threshold is greater than the second threshold;

[0090] comparing the wireless performance relative index with the first threshold and the second threshold;

[0091] If the wireless performance relative index is greater than the first threshold, the real-time status of the wireless data is an excellent performance status;

[0092] If the wireless performance relative index is greater than the second threshold and less than or equal to the first threshold, the wireless data real-time status is a competent performance status;

[0093] If the wireless performance relative index is less than or equal to the second threshold, the real-time status of the wireless data is an unqualified performance status.

[0094] It should be noted that in order to obtain the real-time status of the wireless data more intuitively, the effective real-time wireless performance index is divided by the standard wireless performance index to obtain the wireless performance relative index, and the wireless performance relative index reflects the relative relationship between the two. The wireless performance relative index is compared with the preset performance relative index threshold to obtain the real-time status of the wireless data; in this embodiment, the performance relative index threshold is set to: [0, 0.75], the real-time status of the wireless data is an unqualified performance state; (0.75, 0.9], the real-time status of the wireless data is a competent performance state; (0.9, 1]; the real-time status of the wireless data is an excellent performance state; when the wireless performance relative index is 0.92, the real-time status of the wireless data is an excellent performance state.

[0095] According to an embodiment of the present invention, the real-time status of the wireless data is determined, and a preset retest scheme for the turntable phase is started accordingly, and the device data of the problematic wireless network is obtained according to the retest scheme for the turntable phase, specifically including:

[0096] If the real-time status of the wireless data is an unqualified performance status, a preset turntable stage retest plan is initiated;

[0097] Obtaining retest wireless data within a preset time period corresponding to the unqualified performance state through the turntable stage retest scheme, the retest wireless data including retest throughput rate data, retest stability data, retest data delay data and retest packet loss rate data;

[0098] The remeasured throughput rate data, the remeasured stability data, the remeasured data delay data and the remeasured packet loss rate data are combined with the standard throughput rate data, the standard stability data, the standard data delay data and the standard packet loss rate data through a preset wireless index difference evaluation model to obtain a wireless difference index;

[0099] Obtaining a wireless status, including a qualified status or an unqualified status, according to a comparison between the wireless difference index and a preset wireless difference index threshold;

[0100] If the wireless status is an unqualified status, the device data corresponding to the unqualified status time is recorded, including wireless device serial number data, turntable position data and antenna position data.

[0101] It should be noted that if the real-time status of the wireless data is an unqualified performance status, it means that there is a problem with the wireless in the preset time period of the test, that is, there is a problematic wireless network. In order to find and confirm more carefully, the turntable stage retest plan is started, that is, the turntable rotates counterclockwise to the starting point of the preset time period corresponding to the unqualified performance status, and re-tests. When re-testing, a preset number of retested wireless data of the retest stage is obtained. The preset number of this link is obtained according to the retest sampling period. The retest sampling period must be less than the sampling period, and more samples will be taken; the retested wireless data includes retested throughput rate data, retested stability data, retested data delay data, and retested packet loss rate data;

[0102] The calculation formula of the wireless difference index in the wireless index difference evaluation model is:

[0103] ;

[0104] in, is the wireless difference index, , , , They are standard throughput data, standard stability data, standard data delay data, and standard packet loss rate data. , , , They are retested throughput rate data, retested stability data, retested data delay data, and retested packet loss rate data. , , , is a preset characteristic coefficient (the characteristic coefficient is obtained by querying a preset wireless device intelligent detection and analysis platform);

[0105] The larger the wireless difference index is, the worse the wireless network performance is compared with the standard. The wireless difference index is compared with the preset wireless difference index threshold to obtain the wireless status. In this embodiment, the wireless difference index threshold is set to: [0, 0.55], the wireless status is qualified; (0.55, 1], the wireless status is unqualified; when the wireless status is unqualified, the device data corresponding to the unqualified state is recorded and archived.

[0106] It is worth mentioning that it also includes:

[0107] Count the number of times the wireless status is unqualified and mark it as the difference number;

[0108] The wireless device detection status index is obtained by calculating the wireless difference index corresponding to the difference number and the unqualified state;

[0109] Comparing the wireless device detection status index with a preset wireless device detection status index threshold to obtain a wireless device detection status, including continuing detection or terminating detection;

[0110] If the wireless device detection status index is greater than the wireless device detection status index threshold, the wireless device detection status is to terminate detection;

[0111] If the wireless device detection status index is less than or equal to the wireless device detection status index threshold, the wireless device detection status is continue detection.

[0112] It should be noted that when retesting, the wireless difference index and the number of differences both reflect whether the wireless device is suitable to a certain extent. The more the number of differences, the worse the performance of the wireless device. Therefore, in order to obtain a comprehensive index that can reflect whether the wireless device is suitable, the wireless difference index corresponding to the number of differences and the unqualified state is calculated to obtain the wireless device detection status index;

[0113] The calculation formula of the wireless device detection status index is:

[0114] ;

[0115] in, is the wireless device detection status index, n is the number of differences, is the wireless difference index corresponding to the i-th unqualified state, , is a preset characteristic coefficient (the characteristic coefficient is obtained by querying a preset wireless device intelligent detection and analysis platform);

[0116] In this embodiment, the wireless device detection status index threshold is set to: [0, 0.5], the wireless device detection status is to continue detection; (0.5, 1], the wireless device detection status is to terminate detection.

[0117] The present invention also discloses a wireless device intelligent detection and analysis system, comprising a memory and a processor, wherein the memory stores a wireless device intelligent detection and analysis method program, and when the wireless device intelligent detection and analysis method program is executed by the processor, the following steps are implemented:

[0118] Acquire preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculate and obtain a standard wireless performance index according to the standard wireless data;

[0119] The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data;

[0120] Acquire a preset number of sampled real-time wireless data within a preset time period, calculate effective real-time wireless data based on the sampled real-time wireless data, and calculate an effective real-time wireless performance index based on the effective real-time wireless data;

[0121] Comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data;

[0122] The real-time status of the wireless data is determined, and a preset turntable phase retest scheme is started accordingly, and the device data of the problematic wireless network is determined and obtained according to the turntable phase retest scheme.

[0123] It should be noted that when conducting intelligent detection and analysis of wireless devices, the standard wireless data of the wireless devices must first be determined, and the standard wireless performance data must be obtained after calculation based on the standard wireless data. In order to achieve intelligent detection, the turntable must be automatically rotated through program control, so the turntable rotation data of the turntable must be obtained. The turntable drives the wireless device to rotate through rotation, and then real-time wireless data is obtained; the amount of real-time wireless data is too much. In order to improve the detection efficiency, a certain amount of real-time wireless data will be collected in the real-time wireless data at a fixed time interval within a preset time period and marked as sampled real-time wireless data, and then the effective real-time wireless data will be obtained, and then the effective real-time wireless performance index will be calculated. In order to more intuitively reflect the gap between the effective real-time wireless performance index and the standard wireless performance index, the wireless performance relative index is obtained after comparison, and then the real-time status of the wireless data is obtained through threshold comparison. After judging the real-time status of the wireless data, the turntable stage retest plan is started accordingly, thereby determining the device data of the problematic wireless network and recording it.

[0124] According to an embodiment of the present invention, the step of obtaining preset standard wireless data of the wireless device and the turntable rotation data of the turntable, and calculating the standard wireless performance index according to the standard wireless data specifically includes:

[0125] Obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data;

[0126] Acquire the turntable rotation data of the turntable, including the rotation direction data and the rotation rate data;

[0127] The standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data are input into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

[0128] It should be noted that when designing wireless devices, some standard characteristic data of the wireless network will be determined, namely, standard wireless data, including standard throughput rate data, that is, data designed to reflect the average wireless throughput rate of the designed wireless device; the rotation direction refers to whether the turntable rotates clockwise or counterclockwise, and the rotation rate data refers to the uniform speed data of the turntable rotation. The specific rate can be set according to the needs of the tester; the standard wireless performance index refers to data that can reflect the performance of the wireless network to a certain extent. The larger the index, the better the performance. The preset wireless index evaluation model is obtained by training with a large amount of historical data, and the wireless performance index can be calculated through this model;

[0129] The calculation formula of the standard wireless performance index in the wireless index evaluation model is:

[0130] ;

[0131] in, is the standard wireless performance index, , , , They are standard throughput data, standard stability data, standard data delay data, and standard packet loss rate data. , , , , It is a preset characteristic coefficient (the characteristic coefficient is obtained by querying the preset wireless device intelligent detection and analysis platform).

[0132] According to an embodiment of the present invention, the wireless device rotates according to the turntable rotation data and obtains real-time wireless data, specifically including:

[0133] The wireless device rotates according to the rotation direction data and the rotation rate data;

[0134] Real-time wireless data of the wireless device is obtained according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data.

[0135] It should be noted that when the wireless device is produced and designed, there will be standard wireless data, but there will be fluctuations or changes in the production process. In order to conduct a comprehensive test of the wireless device, the wireless device is placed on a turntable for rotation. In this embodiment, when the test starts, the turntable rotates clockwise; real-time wireless data at different positions is obtained during rotation, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data. The real-time wireless data truly reflects the real wireless data at a specific location.

[0136] According to an embodiment of the present invention, the step of obtaining a preset amount of sampled real-time wireless data within a preset time period, calculating effective real-time wireless data according to the sampled real-time wireless data, and calculating an effective real-time wireless performance index according to the effective real-time wireless data specifically includes:

[0137] According to a preset sampling cycle, a preset amount of real-time wireless data within a preset time period is obtained and marked as sampled real-time wireless data;

[0138] The sampled real-time wireless data is averaged as effective real-time wireless data, wherein the effective real-time wireless data includes effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data and effective real-time packet loss rate data;

[0139] The effective real-time throughput rate data, the effective real-time stability data, the effective real-time data delay data and the effective real-time packet loss rate data are input into a preset wireless index evaluation model for processing to obtain an effective real-time wireless performance index.

[0140] It should be noted that if wireless data detection and analysis are performed on each location, the workload of detection will increase and the detection efficiency will be reduced. In order to better perform detection, a fixed interval period, namely the sampling period, will be pre-set. This time interval can be set according to user needs. Sampling is performed within a preset time period according to the preset interval, and a preset number of real-time wireless data will be obtained and marked as sampled real-time wireless data. In order to better and more stably reflect the data, the sampled real-time wireless data will be averaged as the effective real-time wireless data, and the effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data and effective real-time packet loss rate data will be processed through a preset wireless index evaluation model to obtain an effective real-time wireless performance index;

[0141] The calculation formula of the effective real-time wireless performance index in the wireless index evaluation model is:

[0142] ;

[0143] in, For an effective real-time wireless performance index, , , , They are effective real-time throughput data, effective real-time stability data, effective real-time data delay data, and effective real-time packet loss rate data. , , , , It is a preset characteristic coefficient (the characteristic coefficient is obtained by querying the preset wireless device intelligent detection and analysis platform).

[0144] According to an embodiment of the present invention, the obtaining of a wireless performance relative index by comparing the effective real-time wireless performance index with a standard wireless performance index, and the obtaining of a real-time status of wireless data by comparing the wireless performance relative index with a preset performance relative index threshold value specifically includes:

[0145] Dividing the effective real-time wireless performance index by the standard wireless performance index to obtain a wireless performance relative index;

[0146] Comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data, including an excellent performance status, a competent performance status, or an unqualified performance status;

[0147] Extracting a first threshold and a second threshold according to the relative performance index threshold, wherein the first threshold is greater than the second threshold;

[0148] comparing the wireless performance relative index with the first threshold and the second threshold;

[0149] If the wireless performance relative index is greater than the first threshold, the real-time status of the wireless data is an excellent performance status;

[0150] If the wireless performance relative index is greater than the second threshold and less than or equal to the first threshold, the wireless data real-time status is a competent performance status;

[0151] If the wireless performance relative index is less than or equal to the second threshold, the real-time status of the wireless data is an unqualified performance status.

[0152] It should be noted that in order to obtain the real-time status of the wireless data more intuitively, the effective real-time wireless performance index is divided by the standard wireless performance index to obtain the wireless performance relative index, and the wireless performance relative index reflects the relative relationship between the two. The wireless performance relative index is compared with the preset performance relative index threshold to obtain the real-time status of the wireless data; in this embodiment, the performance relative index threshold is set to: [0, 0.75], the real-time status of the wireless data is an unqualified performance state; (0.75, 0.9], the real-time status of the wireless data is a competent performance state; (0.9, 1]; the real-time status of the wireless data is an excellent performance state; when the wireless performance relative index is 0.92, the real-time status of the wireless data is an excellent performance state.

[0153] According to an embodiment of the present invention, the real-time status of the wireless data is determined, and a preset retest scheme for the turntable phase is started accordingly, and the device data of the problematic wireless network is obtained according to the retest scheme for the turntable phase, specifically including:

[0154] If the real-time status of the wireless data is an unqualified performance status, a preset turntable stage retest plan is initiated;

[0155] Obtaining retest wireless data within a preset time period corresponding to the unqualified performance state through the turntable stage retest scheme, the retest wireless data including retest throughput rate data, retest stability data, retest data delay data and retest packet loss rate data;

[0156] The remeasured throughput rate data, the remeasured stability data, the remeasured data delay data and the remeasured packet loss rate data are combined with the standard throughput rate data, the standard stability data, the standard data delay data and the standard packet loss rate data through a preset wireless index difference evaluation model to obtain a wireless difference index;

[0157] Obtaining a wireless status, including a qualified status or an unqualified status, according to a comparison between the wireless difference index and a preset wireless difference index threshold;

[0158] If the wireless status is an unqualified status, the device data corresponding to the unqualified status time is recorded, including wireless device serial number data, turntable position data and antenna position data.

[0159] It should be noted that if the real-time status of the wireless data is an unqualified performance status, it means that there is a problem with the wireless in the preset time period of the test, that is, there is a problematic wireless network. In order to find and confirm more carefully, the turntable stage retest plan is started, that is, the turntable rotates counterclockwise to the starting point of the preset time period corresponding to the unqualified performance status, and re-tests. When re-testing, a preset number of retested wireless data of the retest stage is obtained. The preset number of this link is obtained according to the retest sampling period. The retest sampling period must be less than the sampling period, and more samples will be taken; the retested wireless data includes retested throughput rate data, retested stability data, retested data delay data, and retested packet loss rate data;

[0160] The calculation formula of the wireless difference index in the wireless index difference evaluation model is:

[0161] ;

[0162] in, is the wireless difference index, , , , They are standard throughput data, standard stability data, standard data delay data, and standard packet loss rate data. , , , They are retested throughput rate data, retested stability data, retested data delay data, and retested packet loss rate data. , , , is a preset characteristic coefficient (the characteristic coefficient is obtained by querying a preset wireless device intelligent detection and analysis platform);

[0163] The larger the wireless difference index is, the worse the wireless network performance is compared with the standard. The wireless difference index is compared with the preset wireless difference index threshold to obtain the wireless status. In this embodiment, the wireless difference index threshold is set to: [0, 0.55], the wireless status is qualified; (0.55, 1], the wireless status is unqualified; when the wireless status is unqualified, the device data corresponding to the unqualified state is recorded and archived.

[0164] It is worth mentioning that it also includes:

[0165] Count the number of times the wireless status is unqualified and mark it as the difference number;

[0166] The wireless device detection status index is obtained by calculating the wireless difference index corresponding to the difference number and the unqualified state;

[0167] Comparing the wireless device detection status index with a preset wireless device detection status index threshold to obtain a wireless device detection status, including continuing detection or terminating detection;

[0168] If the wireless device detection status index is greater than the wireless device detection status index threshold, the wireless device detection status is to terminate detection;

[0169] If the wireless device detection status index is less than or equal to the wireless device detection status index threshold, the wireless device detection status is continue detection.

[0170] It should be noted that when retesting, the wireless difference index and the number of differences both reflect whether the wireless device is suitable to a certain extent. The more the number of differences, the worse the performance of the wireless device. Therefore, in order to obtain a comprehensive index that can reflect whether the wireless device is suitable, the wireless difference index corresponding to the number of differences and the unqualified state is calculated to obtain the wireless device detection status index;

[0171] The calculation formula of the wireless device detection status index is:

[0172] ;

[0173] in, is the wireless device detection status index, n is the number of differences, is the wireless difference index corresponding to the i-th unqualified state, , is a preset characteristic coefficient (the characteristic coefficient is obtained by querying a preset wireless device intelligent detection and analysis platform);

[0174] In this embodiment, the wireless device detection status index threshold is set to: [0, 0.5], the wireless device detection status is to continue detection; (0.5, 1], the wireless device detection status is to terminate detection.

[0175] A third aspect of the present invention provides a readable storage medium, which includes a wireless device intelligent detection and analysis method program. When the wireless device intelligent detection and analysis method program is executed by a processor, the steps of a wireless device intelligent detection and analysis method as described in any one of the above items are implemented.

[0176] The present invention discloses a method, system and medium for intelligent detection and analysis of wireless devices. The method obtains the standard data of the wireless device and then calculates the standard wireless performance index. After obtaining the turntable rotation data of the turntable, the real-time wireless data of the rotating wireless device is sampled. After obtaining the sampled real-time wireless data, the effective real-time wireless data is calculated. Then, the effective real-time wireless performance index is obtained by processing. After obtaining the wireless performance relative index according to the effective real-time wireless performance index and the standard wireless performance index, the real-time status of the wireless data is obtained by threshold comparison. According to the real-time status of the wireless data, a preset turntable stage retest scheme is started and the device data of the problem wireless network is obtained. Thus, the technology of intelligent detection and analysis of wireless devices is realized by calculating the standard wireless performance index, the effective real-time wireless performance index and the wireless performance relative index, and obtaining the real-time status of the wireless data and the device data of the problem wireless network after threshold comparison.

[0177] In the several embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. The device embodiments described above are only schematic. For example, the division of the units is only a logical function division. There may be other division methods in actual implementation, such as: multiple units or components can be combined, or can be integrated into another system, or some features can be ignored or not executed. In addition, the coupling, direct coupling, or communication connection between the components shown or discussed can be through some interfaces, and the indirect coupling or communication connection of the devices or units can be electrical, mechanical or other forms.

[0178] The units described above as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units; they may be located in one place or distributed on multiple network units; some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.

[0179] In addition, all functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately used as a unit, or two or more units may be integrated into one unit; the above-mentioned integrated units may be implemented in the form of hardware or in the form of hardware plus software functional units.

[0180] Those skilled in the art can understand that: all or part of the steps of implementing the above method embodiments can be completed by hardware related to program instructions, the aforementioned program can be stored in a readable storage medium, and when the program is executed, it executes the steps of the above method embodiments; and the aforementioned storage medium includes: mobile storage devices, read-only memories (ROM, Read-Only Memory), random access memories (RAM, Random Access Memory), disks or optical disks, and other media that can store program codes.

[0181] Alternatively, if the above-mentioned integrated unit of the present invention is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a readable storage medium. Based on this understanding, the technical solution of the embodiment of the present invention can be essentially or partly reflected in the form of a software product that contributes to the prior art. The software product is stored in a storage medium and includes several instructions for a computer device (which can be a personal computer, server, or network device, etc.) to execute all or part of the methods described in each embodiment of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as mobile storage devices, ROM, RAM, magnetic disks or optical disks.

Claims

1. A wireless device intelligent detection and analysis method, characterized in that: include: Acquire preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculate and obtain a standard wireless performance index according to the standard wireless data; The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data; Acquire a preset number of sampled real-time wireless data within a preset time period, calculate effective real-time wireless data based on the sampled real-time wireless data, and calculate an effective real-time wireless performance index based on the effective real-time wireless data; Comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data; Determine the real-time status of the wireless data, and correspondingly initiate a preset turntable stage retest scheme, and determine and obtain device data of the problematic wireless network according to the turntable stage retest scheme; The determining of the real-time status of the wireless data and correspondingly starting a preset retest scheme for the turntable stage, and determining and obtaining device data of the problematic wireless network according to the retest scheme for the turntable stage specifically includes: If the real-time status of the wireless data is an unqualified performance status, a preset turntable stage retest plan is initiated; Obtaining retest wireless data within a preset time period corresponding to the unqualified performance state through the turntable stage retest scheme, the retest wireless data including retest throughput rate data, retest stability data, retest data delay data and retest packet loss rate data; The remeasured throughput rate data, the remeasured stability data, the remeasured data delay data and the remeasured packet loss rate data are combined with the standard throughput rate data, the standard stability data, the standard data delay data and the standard packet loss rate data through a preset wireless index difference evaluation model to obtain a wireless difference index; Obtaining a wireless status, including a qualified status or an unqualified status, according to a comparison between the wireless difference index and a preset wireless difference index threshold; If the wireless status is an unqualified status, the device data corresponding to the unqualified status time is recorded, including wireless device serial number data, turntable position data and antenna position data.

2. The wireless device intelligent detection and analysis method according to claim 1, characterized in that: The step of obtaining preset standard wireless data of the wireless device and the turntable rotation data of the turntable, and calculating the standard wireless performance index according to the standard wireless data, specifically includes: Obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data; Acquire the turntable rotation data of the turntable, including the rotation direction data and the rotation rate data; The standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data are input into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

3. The wireless device intelligent detection and analysis method according to claim 2, characterized in that: The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data, specifically including: The wireless device rotates according to the rotation direction data and the rotation rate data; Real-time wireless data of the wireless device is obtained according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data.

4. The wireless device intelligent detection and analysis method according to claim 3, characterized in that: The acquiring of a preset amount of sampled real-time wireless data within a preset time period, calculating effective real-time wireless data according to the sampled real-time wireless data, and calculating effective real-time wireless performance index according to the effective real-time wireless data specifically includes: According to a preset sampling cycle, a preset amount of real-time wireless data within a preset time period is obtained and marked as sampled real-time wireless data; The sampled real-time wireless data is averaged as effective real-time wireless data, wherein the effective real-time wireless data includes effective real-time throughput rate data, effective real-time stability data, effective real-time data delay data and effective real-time packet loss rate data; The effective real-time throughput rate data, the effective real-time stability data, the effective real-time data delay data and the effective real-time packet loss rate data are input into a preset wireless index evaluation model for processing to obtain an effective real-time wireless performance index.

5. The wireless device intelligent detection and analysis method according to claim 4, characterized in that: The step of comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data specifically includes: Dividing the effective real-time wireless performance index by the standard wireless performance index to obtain a wireless performance relative index; Comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data, including an excellent performance status, a competent performance status, or an unqualified performance status; Extracting a first threshold and a second threshold according to the preset relative performance index threshold, wherein the first threshold is greater than the second threshold; comparing the wireless performance relative index with the first threshold and the second threshold; If the wireless performance relative index is greater than the first threshold, the real-time status of the wireless data is an excellent performance status; If the wireless performance relative index is greater than the second threshold and less than or equal to the first threshold, the wireless data real-time status is a competent performance status; If the wireless performance relative index is less than or equal to the second threshold, the real-time status of the wireless data is an unqualified performance status.

6. A wireless device intelligent detection and analysis system, characterized in that: The invention comprises a memory and a processor, wherein the memory comprises a wireless device intelligent detection and analysis method program, and when the wireless device intelligent detection and analysis method program is executed by the processor, the following steps are implemented: Acquire preset standard wireless data of the wireless device and turntable rotation data of the turntable, and calculate and obtain a standard wireless performance index according to the standard wireless data; The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data; Acquire a preset number of sampled real-time wireless data within a preset time period, calculate effective real-time wireless data based on the sampled real-time wireless data, and calculate an effective real-time wireless performance index based on the effective real-time wireless data; Comparing the effective real-time wireless performance index with the standard wireless performance index to obtain a wireless performance relative index, and comparing the wireless performance relative index with a preset performance relative index threshold to obtain a real-time status of wireless data; Determine the real-time status of the wireless data, and correspondingly initiate a preset turntable stage retest scheme, and determine and obtain device data of the problematic wireless network according to the turntable stage retest scheme; The determining of the real-time status of the wireless data and correspondingly starting a preset retest scheme for the turntable stage, and determining and obtaining device data of the problematic wireless network according to the retest scheme for the turntable stage specifically includes: If the real-time status of the wireless data is an unqualified performance status, a preset turntable stage retest plan is initiated; Obtaining retest wireless data within a preset time period corresponding to the unqualified performance state through the turntable stage retest scheme, the retest wireless data including retest throughput rate data, retest stability data, retest data delay data and retest packet loss rate data; The remeasured throughput rate data, the remeasured stability data, the remeasured data delay data and the remeasured packet loss rate data are combined with the standard throughput rate data, the standard stability data, the standard data delay data and the standard packet loss rate data through a preset wireless index difference evaluation model to obtain a wireless difference index; Obtaining a wireless status, including a qualified status or an unqualified status, according to a comparison between the wireless difference index and a preset wireless difference index threshold; If the wireless status is an unqualified status, the device data corresponding to the unqualified status time is recorded, including wireless device serial number data, turntable position data and antenna position data.

7. The wireless device intelligent detection and analysis system according to claim 6, characterized in that: The step of obtaining preset standard wireless data of the wireless device and the turntable rotation data of the turntable, and calculating the standard wireless performance index according to the standard wireless data, specifically includes: Obtaining standard wireless data preset by the wireless device, including standard throughput rate data, standard stability data, standard data delay data, and standard packet loss rate data; Acquire the turntable rotation data of the turntable, including the rotation direction data and the rotation rate data; The standard throughput rate data, standard stability data, standard data delay data and standard packet loss rate data are input into a preset wireless index evaluation model for processing to obtain a standard wireless performance index.

8. The wireless device intelligent detection and analysis system according to claim 7, characterized in that: The wireless device rotates according to the rotation data of the turntable and obtains real-time wireless data, specifically including: The wireless device rotates according to the rotation direction data and the rotation rate data; Real-time wireless data of the wireless device is obtained according to the rotation progress, including real-time throughput rate data, real-time stability data, real-time data delay data and real-time packet loss rate data.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium includes a wireless device intelligent detection and analysis method program. When the wireless device intelligent detection and analysis method program is executed by a processor, the steps of a wireless device intelligent detection and analysis method as described in any one of claims 1 to 5 are implemented.

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