CN117749261A - Test evaluation method and device based on optical transceiver integrated assembly and computing equipment - Google Patents

Test evaluation method and device based on optical transceiver integrated assembly and computing equipment Download PDF

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CN117749261A
CN117749261A CN202311754192.0A CN202311754192A CN117749261A CN 117749261 A CN117749261 A CN 117749261A CN 202311754192 A CN202311754192 A CN 202311754192A CN 117749261 A CN117749261 A CN 117749261A
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optical
performance index
optical transceiver
transceiver module
evaluation
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王桥
王四俊
朱子超
赵彪
邓云生
孙名鹏
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Shenzhen Lizi Photoelectric Technology Co ltd
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Shenzhen Lizi Photoelectric Technology Co ltd
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Abstract

The embodiment of the application provides a test evaluation method, a test evaluation device and a computing device based on an optical transceiver integrated component. Determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters; training a test evaluation model according to the optical performance index and the transmission performance index as well as the predetermined environment adaptation performance index, the predetermined electrical performance index and the predetermined compatibility performance index until the test evaluation model is trained to be converged; and acquiring the measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model. The technical scheme of the application can improve the accuracy of the test evaluation result.

Description

Test evaluation method and device based on optical transceiver integrated assembly and computing equipment
Technical Field
The embodiment of the application relates to the technical field of optical communication, in particular to a test evaluation method, a test evaluation device and a computing device based on an optical transceiver integrated component.
Background
An optical transceiver module is a device integrating optical signal receiving and transmitting functions and is commonly used in an optical communication system. By testing and evaluating the performance of the optical transceiver module, whether the performance meets the requirements or not can be verified, and the reliability and stability of the optical transceiver module in practical application can be evaluated.
Currently, for test evaluation based on an optical transceiver module, a common scheme is to measure the receiving and transmitting power of the optical transceiver module to evaluate the transmission performance and sensitivity of the optical transceiver module; alternatively, the transmission reliability of the optical transceiver module can be evaluated by counting the bit error rate by transmitting a series of specific optical signals and receiving and decoding.
However, using a single index cannot effectively evaluate the test evaluation result based on the optical transceiver module, so that the accuracy of the evaluation result is low.
Disclosure of Invention
The embodiment of the application provides a test evaluation method, a test evaluation device and a calculation device based on an optical transceiver integrated component, which are used for solving the problem of poor accuracy of test evaluation results in the prior art.
In a first aspect, an embodiment of the present application provides a test evaluation method based on an optical transceiver module, including:
determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module;
determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged;
and acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
Optionally, determining a plurality of first evaluation parameters for evaluating an optical performance index of the optical transceiver module includes:
carrying out holographic imaging on the optical transceiver module by utilizing optical coherence imaging equipment so as to obtain a holographic image of the optical transceiver module;
Performing image processing on the holographic image to extract key parameters for calculating the plurality of first evaluation parameters;
and carrying the key parameters corresponding to each first evaluation index into a calculation formula of each first evaluation index so as to calculate a plurality of first evaluation parameters.
Optionally, determining a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module includes:
building a virtual-real fusion system, wherein the virtual-real fusion system at least comprises optical simulation software, a connection interface of the optical transceiver integrated component, a sensor and display equipment;
and connecting the optical transceiver module with a connection interface in the virtual-actual fusion system, and performing simulation calculation on the transmission process of the optical transceiver module based on an optical theory and a pre-established transmission performance index model in optical simulation software in the virtual-actual fusion system so as to acquire a plurality of second evaluation parameters of the optical transceiver module.
Optionally, before training the test evaluation model according to the optical performance index and the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index, until the test evaluation model is trained to be converged, further comprising:
Testing the optical transceiver module under a plurality of environmental conditions to determine environmental adaptation performance indexes of the optical transceiver module under the plurality of environmental conditions, wherein the environmental conditions at least comprise temperature and humidity;
measuring the power consumption of the optical transceiver module in the working state and the standby state to determine the electrical performance index of the optical transceiver module;
and connecting the optical transceiver module with optical equipment to determine the interface compatibility of the optical transceiver module, connecting the optical transceiver module with a plurality of manufacturer equipment to determine the protocol compatibility of the optical transceiver module, and determining the compatibility performance index of the optical transceiver module according to the interface compatibility and the protocol compatibility.
Optionally, the key parameters at least comprise the spatial frequency of the interference fringes, the shape of the interference fringes, the period of the interference fringes and the intensity distribution of the interference fringes; the plurality of first evaluation parameters includes: optical transmission distance, optical wave phase difference and optical loss rate;
the step of bringing the key parameter corresponding to each first evaluation index into a calculation formula of each first evaluation index to calculate a plurality of first evaluation parameters includes:
Substituting the spatial frequency of the interference fringes into a calculation formula of the light transmission distance: light transmission distance = spatial frequency of interference fringes × pixel size of holographic image/wavelength of light field to calculate light transmission distance;
substituting the shape of the interference fringes and the period of the interference fringes into a calculation formula of the optical wave phase difference: optical wave phase difference=2pi (shape of interference fringe/period of interference fringe) to calculate optical wave phase difference;
substituting the intensity distribution of the interference fringes into a calculation formula of the optical loss rate: optical loss rate = 1-contrast/amplitude difference to calculate the optical loss rate; wherein the contrast is calculated from the intensity distribution of the interference fringes, and the amplitude difference is determined by comparing the intensity differences of the input light and the output light.
Optionally, the determining the optical performance index according to the plurality of first evaluation parameters includes:
by the formula: optical performance index= (optical transmission distance x optical wave phase difference)/optical loss rate, the optical performance index is calculated.
Optionally, the plurality of second evaluation parameters includes: transmission rate, transmission distance, signal quality, bandwidth, and power consumption;
the determining the transmission performance index according to the plurality of second evaluation parameters includes:
By the formula: transmission performance index= (transmission rate x transmission distance x signal quality)/(bandwidth x power consumption), the transmission performance index is calculated.
In a second aspect, an embodiment of the present application provides a test evaluation device based on an optical transceiver module, including:
a determining module for determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
the training module is used for training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged;
the acquisition module is used for acquiring the measurement parameters of the target optical transceiver module, and inputting the measurement parameters into the trained test evaluation model so as to acquire the test evaluation result of the target optical transceiver module output by the test evaluation model.
In a third aspect, embodiments of the present application provide a computing device comprising a processing component and a storage component; the storage component stores one or more computer instructions; the one or more computer instructions are configured to be invoked and executed by the processing component to implement the test evaluation method based on the optical transceiver module according to the first aspect.
In a fourth aspect, an embodiment of the present application provides a computer storage medium storing a computer program, where the computer program is executed by a computer to implement a test evaluation method based on an optical transceiver module according to the first aspect.
In the embodiment of the application, a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module are determined; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters; training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged; and acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
The test evaluation method based on the optical transceiver integrated component has the following beneficial effects:
optical and transmission properties were evaluated comprehensively: by determining a plurality of first evaluation parameters and second evaluation parameters, the method can comprehensively evaluate the optical performance and the transmission performance of the optical transceiver integrated component. Therefore, the performance of the optical transceiver integrated component can be more accurately known, and the performance comprises indexes such as the quality of optical signal receiving and transmitting, the transmission rate, the bit error rate and the like.
Environmental suitability, electrical performance and compatibility are considered: the method also considers predetermined environmental suitability, electrical performance and compatibility metrics. These indicators can ensure the stability, electrical characteristics and compatibility with other devices of the optical transceiver module under different environmental conditions. By incorporating these metrics into the training process of the test assessment model, the assessment results are more comprehensive and accurate.
Training a test evaluation model improves evaluation accuracy: by training the test evaluation model, the method can learn and establish the relationship between the performance of the optical transceiver integrated component and the measured parameters. By training the model to converge, the accuracy and reliability of the assessment can be improved. Therefore, the performance of the target optical transceiver integrated component can be effectively evaluated, and a basis is provided for subsequent optimization and improvement.
Improving the test efficiency and simplifying the test flow: according to the method, the test evaluation result is obtained directly according to the measurement parameters of the target light receiving and transmitting integrated component by using the test evaluation model, and the traditional complicated test flow is avoided. Therefore, the testing efficiency can be greatly improved, and the time and the cost are saved.
In summary, the test evaluation method based on the optical transceiver module can improve the evaluation accuracy and the test efficiency by comprehensively considering the indexes such as optical performance, transmission performance, environmental adaptability, electrical performance and compatibility, and by training the test evaluation model, and provides an effective method for evaluating the performance of the optical transceiver module.
These and other aspects of the present application will be more readily apparent from the following description of the embodiments.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, a brief description will be given below of the drawings that are needed in the embodiments or the prior art descriptions, and it is obvious that the drawings in the following description are some embodiments of the present application, and that other drawings can be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a test evaluation method based on an optical transceiver module according to an embodiment of the present application;
FIG. 2 is a flowchart of a method for determining a plurality of first evaluation parameters according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a test evaluation device based on an optical transceiver module provided in the present application;
fig. 4 is a schematic structural diagram of a computing device provided in the present application.
Detailed Description
In order to enable those skilled in the art to better understand the present application, the following description will make clear and complete descriptions of the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application.
In some of the flows described in the specification and claims of this application and in the foregoing figures, a number of operations are included that occur in a particular order, but it should be understood that the operations may be performed in other than the order in which they occur or in parallel, that the order of operations such as 101, 102, etc. is merely for distinguishing between the various operations, and that the order of execution is not by itself represented by any order of execution. In addition, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first" and "second" herein are used to distinguish different messages, devices, modules, etc., and do not represent a sequence, and are not limited to the "first" and the "second" being different types.
The technical scheme of the embodiment of the application is mainly applied to the application scene of the test evaluation method based on the optical transceiver integrated assembly in the optical communication system.
In an optical communication system, an optical transceiver module is one of key modules for implementing optical signal receiving and transmitting. By testing and evaluating the performance of the optical transceiver module, the normal operation and high-quality data transmission of the optical transceiver module in the optical communication system can be ensured.
Specific application scenarios include, but are not limited to:
optical fiber communication network: the test evaluation method of the optical transceiver integrated component can be applied to performance test and evaluation of components such as an optical transceiver and an optical module in an optical fiber communication network so as to verify the transmission performance and stability of the components in the network.
Data center network: in the data center network, the test and evaluation method of the optical transceiver integrated assembly can be used for testing and evaluating the performances of equipment such as an optical module, an optical jumper and the like so as to ensure high-speed and reliable transmission of the data center network.
A wireless communication system: the test evaluation method of the optical transceiver integrated component can be applied to performance test and evaluation of equipment such as an optical transceiver, an optical antenna and the like in an optical wireless access system so as to improve the transmission rate and coverage of the wireless communication system.
In summary, the technical scheme of the embodiment of the application is mainly applied to an optical communication system, wherein the test evaluation method of the optical transceiver integrated component has important application value in the scenes of an optical fiber communication network, a data center network, a wireless communication system and the like.
The inventor researches and discovers that at present, for test evaluation based on an optical transceiver integrated component, common schemes comprise the following steps:
optical power test: the transmission performance and sensitivity of the optical transceiver module were evaluated by measuring its reception and transmission power.
Eye diagram analysis: and using an oscilloscope and a high-speed sampling technology to observe and analyze the eye diagram of the optical transceiver integrated component so as to evaluate the transmission quality and stability of the optical transceiver integrated component.
And (3) testing the error rate: the transmission reliability of the optical transceiver module is evaluated by transmitting a series of specific optical signals, receiving and decoding, and counting the error rate.
However, the existing evaluation schemes can test and evaluate the performance of the optical transceiver module to a certain extent, but still have some defects:
the testing complexity is high: the existing scheme needs to use professional testing equipment and complex testing flow, has higher requirements on testers, and increases the testing difficulty and cost.
Failing to fully evaluate: the existing scheme mainly focuses on indexes such as optical power, eye pattern, error rate and the like, but other performance indexes of the optical transceiver integrated component such as anti-interference capability, temperature stability and the like cannot be comprehensively evaluated.
Lack of standardization: currently, standardized methods and indexes for test evaluation of optical transceiver integrated components are lacking, and evaluation results among different manufacturers and laboratories are difficult to compare and reference.
In order to solve the above problems, an embodiment of the present application provides a test evaluation method based on an optical transceiver module, including: determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters; training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged; and acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
The test evaluation method based on the optical transceiver module can improve the evaluation accuracy and the test efficiency by comprehensively considering the indexes such as optical performance, transmission performance, environmental adaptability, electrical performance and compatibility, and the like, and by training a test evaluation model, an effective method is provided for the performance evaluation of the optical transceiver module.
The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all, of the embodiments of the present application. All other embodiments, which can be made by those skilled in the art based on the embodiments herein without making any inventive effort, are intended to be within the scope of the present application.
Fig. 1 is a flowchart of a test evaluation method based on an optical transceiver module according to an embodiment of the present application, as shown in fig. 1, the method includes:
102. determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module;
in this step, both optical performance and transmission performance of the optical transceiver module need to be considered in evaluating the performance thereof. The optical performance index mainly reflects the performance of the optical transceiver module in terms of optical signal receiving and transmitting, such as optical transmission distance, optical wave phase difference, optical loss rate and the like. The transmission performance index focuses on the performance of the optical transceiver module in the data transmission process, including transmission rate, transmission distance, signal quality, bandwidth, power consumption, etc.
In the embodiment of the application, the optical performance and the transmission performance of the optical transceiver integrated component can be comprehensively evaluated by determining the first evaluation parameters and the second evaluation parameters. These parameters can be used as reference indicators during testing and evaluation to better understand the performance and potential problems of the optical transceiver module.
104. Determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
in this step, a plurality of first evaluation parameters and second evaluation parameters are determined based on the above step 102, which are used to evaluate the optical performance and transmission performance of the optical transceiver module. In step 104, based on these parameters, an optical performance index and a transmission performance index are determined to more specifically evaluate and evaluate the performance of the optical transceiver module.
In this embodiment, the optical performance index is determined according to the plurality of first evaluation parameters, and the transmission performance index is determined according to the plurality of second evaluation parameters, which may be determined by setting a weight of each evaluation parameter. The weight setting can be adjusted according to specific requirements and application scenes so as to highlight important evaluation parameters or balance the importance of each evaluation parameter.
In addition, the corresponding performance index may be obtained by other ways, for example, by substituting a plurality of evaluation parameters into a specific calculation formula for calculation, which is not limited in the embodiment of the present application.
106. Training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged;
in this step, in addition to the optical performance index and the transmission performance index determined in step 104, other important indexes such as environment adaptation performance, electrical performance, and compatibility performance exist. To comprehensively consider these indexes, a test evaluation model needs to be trained so as to be able to accurately evaluate and evaluate the comprehensive performance of the optical transceiver module. In step 106, the test evaluation model is trained and optimized to converge to the best evaluation result, so that the performance of the optical transceiver module is more fully understood.
Optionally, the determination of the environmental adaptation performance: the environmental suitability test aims at evaluating the performance stability of the optical transceiver integrated component under different environmental conditions. Common environmental conditions include temperature, humidity, pressure, and the like.
For example, different temperature and humidity conditions are set in the environmental test chamber. The optical transceiver module is placed under different temperature and humidity conditions, and performance test is carried out on the optical transceiver module by using test equipment, such as transmission rate, error rate and the like. The adaptive performance of the optical transceiver module under various environmental conditions can be evaluated by recording and analyzing the performance indexes of the optical transceiver module under different environmental conditions.
Optionally, the determination of the electrical performance: the electrical performance test aims at evaluating the indexes such as power consumption, energy saving performance and the like of the optical transceiver integrated component.
For example, the optical transceiver module is connected to a power supply device, and the power consumption in the operating state and the standby state is measured using a test device such as a power meter or an ammeter. The performance of the optical transceiver module in electrical aspect can be evaluated by recording and analyzing the electrical performance indexes such as power consumption, energy saving performance and the like of the optical transceiver module.
Optionally, determination of compatibility: compatibility testing aims at evaluating the interface compatibility and protocol compatibility of the optical transceiver integrated component with other devices.
For example, the optical transceiver module is connected to an optical device, such as an optical fiber jumper, an optical switch, or the like. And (3) checking the stability and the signal quality of the connection, and ensuring the interface compatibility of the optical transceiver integrated component and the optical equipment. And then, the optical transceiver module and a plurality of manufacturer devices, such as a switch, a router and the like, are subjected to communication test. And checking the stability and protocol compatibility of communication, and ensuring the compatibility of the optical transceiver integrated component and equipment of different factories.
Through the test in the above embodiment, the environment adaptation performance, the electrical performance and the compatibility of the optical transceiver module can be determined, so that a basis is provided for performance evaluation and optimization of the optical transceiver module.
In an embodiment of the present application, optionally, the process of training the evaluation model involves the following steps:
1) And collecting test data of the optical transceiver integrated assembly, wherein the test data comprise actual measurement data of optical performance, transmission performance, environment adaptation performance, electrical performance and compatibility performance.
2) The collected data is divided into a training set and a validation set.
3) A suitable machine learning algorithm is selected and the model is trained using a training set.
4) Through testing on the verification set, the performance of the model is evaluated, and adjustment and optimization are performed until the model converges.
5) And evaluating and predicting the new optical transceiver integrated component by using the trained model.
By training the evaluation model, a plurality of indexes such as optical performance, transmission performance, environment adaptation performance, electrical performance and compatibility performance can be comprehensively considered, so that the performance of the optical transceiver integrated component can be comprehensively and accurately evaluated. This may provide guidance and improved direction for the design, production and application of the optical transceiver module.
108. And acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
In this step, a test evaluation model is trained by step 106, which can comprehensively consider a plurality of indexes and evaluate the performance of the optical transceiver module. In step 108, measurement parameters of the target optical transceiver module are required to be obtained, and these parameters are input into the trained test evaluation model to obtain the test evaluation result of the target optical transceiver module output by the model.
In the embodiment of the application, it is assumed that a test evaluation model has been trained, and the model can evaluate the optical transceiver module according to indexes such as optical performance, transmission performance, environment adaptation performance, electrical performance, compatibility performance and the like. The target optical transceiver module is now evaluated.
First, it is necessary to obtain measurement parameters of the target optical transceiver module, including parameters in terms of optical performance, transmission performance, environment adaptation performance, electrical performance, compatibility performance, and the like. These parameters may be obtained by means of actual tests, measuring instruments or data manuals provided by the suppliers.
And then inputting the acquired measurement parameters into a trained test evaluation model. The model can calculate and analyze according to the input parameters and output the test evaluation result of the target light receiving and transmitting integrated component.
Specifically, the measured parameters of the target optical transceiver module are formatted and preprocessed according to the input requirements of the model, and are input into the model. The model is calculated based on the input parameters and the trained weights and generates an evaluation result.
The evaluation result may be a numerical value or a classification or grade. According to the evaluation result, the performance quality of the target optical transceiver integrated component can be judged, and whether the expected requirements and standards are met or not can be judged. The evaluation result can be used for decision and reference in the aspects of quality control, performance improvement, market competition and the like of the product.
The test evaluation result of the target optical transceiver module can be quickly and accurately obtained by acquiring the measurement parameters of the target optical transceiver module and inputting the measurement parameters into the trained test evaluation model, and important references and guidance are provided for the design, production and application of products.
Optionally, in an embodiment of the present application, as shown in fig. 2, the process of determining the plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module in step 101 may include the following steps:
1011. Carrying out holographic imaging on the optical transceiver module by utilizing optical coherence imaging equipment so as to obtain a holographic image of the optical transceiver module;
in this step, optical coherence imaging is a technique of imaging using the interference principle of light. In step 1011, the optical transceiver module is holographically imaged using an optical coherence imaging device, i.e., light is irradiated onto the module, and then a holographic image of the module is acquired. The hologram image may contain detailed information about the light transceiving integrated component, such as the spatial frequency of the interference fringes, the shape of the interference fringes, the period of the interference fringes, the intensity distribution of the interference fringes, and the like.
In practice, an optical coherence imaging device, such as an Optical Coherence Tomography (OCT) device, may be used. Light is irradiated onto the light receiving and transmitting integrated component, and interference signals of the light are captured through the detector. The captured interference signals are then processed and analyzed to generate a holographic image of the optical transceiver component. The holographic image may display information of internal structure, surface morphology, defects, etc. of the assembly.
1012. Performing image processing on the holographic image to extract key parameters for calculating the plurality of first evaluation parameters;
In step 1012, the obtained holographic image of the optical transceiver module is subjected to image processing to extract key parameters required for calculating the plurality of first evaluation parameters. Image processing may include techniques such as image enhancement, noise filtering, edge detection, etc., with the aim of extracting image features that are related to the evaluation parameters.
When the key parameters include at least the spatial frequency of the interference fringes, the shape of the interference fringes, the period of the interference fringes, and the intensity distribution of the interference fringes, step 1012 may specifically include the following steps:
image preprocessing: first, the hologram image is preprocessed to improve image quality. Common pre-processing steps include denoising, contrast enhancement, edge detection, and the like.
Spatial frequency extraction of interference fringes: the holographic image may be converted to the frequency domain using a frequency domain analysis method such as fourier transform or wavelet transform. In the frequency domain, the spatial frequency of the interference fringes can be extracted by looking for the frequency peaks or frequency distribution of the interference fringes.
Shape extraction of interference fringes: the shape of the interference fringe can be extracted by an image processing algorithm such as edge detection. Common edge detection algorithms include Sobel operator, canny edge detection, etc.
And (3) extracting the period of interference fringes: by calculating the period of the interference fringes, the phase change condition of the interference fringes can be known. The period of the interference fringes can be determined using autocorrelation functions or correlation peak detection, etc.
Extracting the intensity distribution of interference fringes: by calculating the pixel value or the gradation value of the interference fringe, the intensity distribution of the interference fringe can be obtained. The intensity distribution of the interference fringes can be extracted using pixel value statistics, histogram equalization, or gray level segmentation, etc.
The above steps may be used in combination to select the appropriate image processing algorithm and analysis method according to the specific image characteristics and requirements. By extracting the spatial frequency, shape, period and intensity distribution of the interference fringes, the interference effect of the optical transceiver module can be evaluated and analyzed.
1013. And carrying the key parameters corresponding to each first evaluation index into a calculation formula of each first evaluation index so as to calculate a plurality of first evaluation parameters.
In step 1013, the key parameters extracted in step 1012 are calculated according to the calculation formula of each first evaluation index, so as to obtain a plurality of first evaluation parameters, and the specific calculation process can be seen in the following embodiments.
Through steps 1011, 1012 and 1013, key parameters can be extracted from the hologram image of the optical transceiver module, and a plurality of first evaluation parameters can be calculated according to a calculation formula. These evaluation parameters can be used to evaluate the optical performance of the optical transceiver module and provide references for performance optimization and improvement.
Optionally, in an embodiment of the present application, the key parameters include at least a spatial frequency of the interference fringe, a shape of the interference fringe, a period of the interference fringe, and an intensity distribution of the interference fringe; the plurality of first evaluation parameters includes: optical transmission distance, optical wave phase difference and optical loss rate;
step 1013 may specifically include:
optionally, the spatial frequency of the interference fringes is substituted into a calculation formula of the light transmission distance: light transmission distance = spatial frequency of interference fringes × pixel size of holographic image/wavelength of light field to calculate light transmission distance;
wherein the pixel size of the holographic image may be obtained by: when capturing a hologram image, a camera or video camera whose pixels are known is used for capturing. The pixel size is commonly specified in the specifications of cameras. If a scanning mode is used to generate the holographic image, the pixel size may be obtained by the specifications or scanning parameters of the scanning device.
Wherein, the wavelength of the light field can be obtained according to the characteristics of the light source: if a monochromatic light source is used, the wavelength of the light field can be obtained by consulting the specifications of the light source or measuring with a spectrometer. If a white light source is used, the white light can be decomposed into light of different wavelengths by a grating or other light splitting device, and then the light field wavelength at each wavelength can be obtained by using a monochromatic light source.
For example, suppose there is a hologram whose interference fringes have a spatial frequency f, the pixel size of the hologram is p, and the wavelength of the optical field is λ. The light transmission distance d may be calculated using the following formula:
d=f*p/λ;
assuming that the spatial frequency of the interference fringes is 0.1 lines/pixel, the pixel size of the holographic image is 1 micron/pixel, and the wavelength of the optical field is 633 nanometers. To calculate the light transmission distance.
Light transmission distance = 0.1 lines/pixel x 1 micron/pixel/633 nm = 0.000158 microns/nm;
thus, the light transmission distance is 0.000158 μm/nm, depending on the given parameters.
It should be noted that this calculation formula is based on an ideal case, and it is assumed that the spatial frequency of the interference fringes is constant. In practical applications, other factors, such as diffraction, transmission loss, etc., of light are also considered. Therefore, the actual light transmission distance may deviate. This embodiment provides only a basic calculation method, and in particular needs to be adjusted and optimized according to practical applications.
Optionally, substituting the shape of the interference fringe and the period of the interference fringe into a calculation formula of the optical wave phase difference: optical wave phase difference=2pi (shape of interference fringe/period of interference fringe) to calculate optical wave phase difference;
the shape and period of the interference fringes are key parameters extracted from the holographic image.
For example, assume that the shape of an interference fringe extracted from a hologram image is s and the period of the interference fringe is T. The optical wave phase difference Δφ may be calculated using the following formula:
Δφ=2π*(s/T);
the shape of the interference fringe extracted from the hologram image was assumed to be 0.5 radian, and the period of the interference fringe was 10 μm. To calculate the phase difference of the light waves.
Optical wave phase difference=2pi (0.5 radians/10 microns) =0.314 radians/micron;
thus, the optical wave phase difference is 0.314 radians/micron, depending on the given parameters.
It should be noted that this calculation formula assumes that the shape and period of the interference fringes are constant. In practical application, factors such as variation and distortion of interference fringes are also considered. Therefore, the actual phase difference of the light waves may deviate. This embodiment provides only a basic calculation method, and in particular needs to be adjusted and optimized according to practical applications.
Optionally, substituting the intensity distribution of the interference fringes into a calculation formula of the optical loss rate: optical loss rate = 1-contrast/amplitude difference to calculate the optical loss rate;
wherein the contrast is calculated from the intensity distribution of the interference fringes, and the amplitude difference is determined by comparing the intensity differences of the input light and the output light.
For example, assuming that the contrast calculated from the intensity distribution of the interference fringes is C, the intensity of the input light is i_in, and the intensity of the output light is i_out. The light loss rate L can be calculated using the following formula:
L=1-C/(I_in-I_out);
the contrast calculated from the intensity distribution of the interference fringes was assumed to be 0.8, the intensity of the input light was 10mW, and the intensity of the output light was 8mW. To calculate the optical loss rate.
Optical loss ratio=1 to 0.8/(10 mW to 8 mW) ≡0.6;
thus, the optical loss rate was 0.6 according to the given parameters.
Note that this calculation formula is based on the assumption that the intensity distribution of the interference fringes is constant, and that the intensity difference of the input light and the output light is caused by the interference fringes. In practical applications, other factors, such as stability of the light source, noise, etc. are also considered. Therefore, the actual light loss rate may deviate. This embodiment provides only a basic calculation method, and in particular needs to be adjusted and optimized according to practical applications.
By assigning the spatial frequency, shape, period and intensity distribution of the interference fringes to corresponding calculation formulas, a plurality of first evaluation parameters such as the light transmission distance, the light wave phase difference and the light loss rate can be calculated. These parameters can be used to evaluate the optical performance of the optical transceiver module and provide a reference for performance optimization and improvement.
Based on the above procedure, the determining the optical performance index according to the plurality of first evaluation parameters in step 104 may include:
by the formula: optical performance index= (optical transmission distance x optical wave phase difference)/optical loss rate, the optical performance index is calculated.
For example, assume that an optical transmission distance of 100 meters has been obtained, an optical wave phase difference of 0.314 radians/micron, and an optical loss rate of 0.6. To calculate an optical performance index.
Optical performance index= (optical transmission distance×optical wave phase difference)/optical loss rate= (100 m×0.314 radian/micron)/0.6≡ 52.33 radian;
thus, the optical performance index is 52.33 radians, depending on the given parameters.
It should be noted that this calculation formula assumes that the optical transmission distance, the optical wave phase difference, and the optical loss rate are constant. In practical application, factors such as variation and error of the parameters are also considered. Therefore, the actual optical performance index may deviate. This embodiment provides only a basic calculation method, and in particular needs to be adjusted and optimized according to practical applications.
Optionally, in the embodiment of the present application, the process of determining the plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module in step 101 may include:
1011', constructing a virtual-real fusion system, wherein the virtual-real fusion system at least comprises optical simulation software, a connection interface of the optical transceiver integrated component, a sensor and display equipment;
in step 1011', a virtual-real fusion system is built, which includes optical simulation software, a connection interface of an optical transceiver module, a sensor, and a display device. The system can provide a simulated environment for evaluating the transmission performance of an optical transceiver module.
1012', connecting the optical transceiver module with a connection interface in the virtual-real fusion system, and performing simulation calculation on the transmission process of the optical transceiver module based on an optical theory and a pre-established transmission performance index model in optical simulation software in the virtual-real fusion system to obtain a plurality of second evaluation parameters of the optical transceiver module.
In step 1012', the optical transceiver module is connected to the connection interface in the virtual-real fusion system, and in the optical simulation software in the virtual-real fusion system, the transmission process of the optical transceiver module is simulated and calculated based on the optical theory and the pre-established transmission performance index model. Through this simulation calculation, a plurality of second evaluation parameters of the optical transceiver module can be obtained, and these parameters can be used to evaluate the performance of the optical transceiver module in actual transmission, such as transmission rate, transmission distance, signal quality, bandwidth, power consumption, etc.
By constructing the virtual-real fusion system and performing optical simulation calculation, a plurality of second evaluation parameters of the optical transceiver integrated assembly can be obtained. These parameters may provide a detailed assessment of the transmission performance of the optical transceiver module, helping to optimize and improve the design and performance of the optical transceiver module.
Optionally, the plurality of second evaluation parameters includes: transmission rate, transmission distance, signal quality, bandwidth, and power consumption;
the determining the transmission performance index according to the plurality of second evaluation parameters in step 104 may include: by the formula: transmission performance index= (transmission rate x transmission distance x signal quality)/(bandwidth x power consumption), the transmission performance index is calculated.
Assuming that a transmission rate of 10Gbps, a transmission distance of 1000 meters, a signal quality of 0.9, a bandwidth of 1GHz, and a power consumption of 5W have been obtained. To calculate a transmission performance index.
Transmission performance index= (transmission rate x transmission distance x signal quality)/(bandwidth x power consumption) = (10 Gbps x 1000 meters x 0.9)/(1 GHz x 5W) ∈180gbps·m·s/ghz·w;
therefore, the transmission performance index is 180 Gbps.m.s/GHz.W according to the given parameters.
It should be noted that this calculation formula assumes that the transmission rate, transmission distance, signal quality, bandwidth, and power consumption are constant. In practical application, factors such as variation and error of the parameters are also considered. Therefore, the actual transmission performance index may deviate. This embodiment provides only a basic calculation method, and in particular needs to be adjusted and optimized according to practical applications.
Optionally, in the embodiment of the present application, before step 106, step 105 is further included, specifically, step 105 may include the following steps:
1051. testing the optical transceiver module under a plurality of environmental conditions to determine environmental adaptation performance indexes of the optical transceiver module under the plurality of environmental conditions, wherein the environmental conditions at least comprise temperature and humidity;
in step 1051, the optical transceiver module is tested under different environmental conditions to simulate environmental changes in actual use. Through the test, the performance of the optical transceiver module under different temperature and humidity conditions, such as transmission stability, reliability and the like, can be determined.
For example, the optical transceiver module is tested under different environmental conditions to determine its environmentally compatible performance index under a plurality of environmental conditions. Wherein both environmental conditions of temperature and humidity will be considered.
Temperature test: the optical transceiver module is placed in different temperature environments, such as-20 ℃, 25 ℃ and 70 ℃. And at each temperature, performing performance test, and recording parameters such as transmission quality, transmission rate, power consumption and the like. And evaluating the environment adaptation performance of the optical transceiver integrated assembly at different temperatures according to the test result.
Humidity test: the light transceiving integrated assembly is placed in different humidity environments, such as 30% rh, 60% rh, and 90% rh. And (3) performing performance test under each humidity, and recording parameters such as transmission quality, transmission rate, power consumption and the like. And evaluating the environment adaptation performance of the optical transceiver integrated assembly under different humidity according to the test result.
By analyzing and comparing the test results under a plurality of environmental conditions, the environmental adaptation performance index of the optical transceiver integrated component under different environmental conditions can be determined. For example, it is possible to evaluate the transmission quality change at different temperatures, or the power consumption change at different humidities, etc.
It should be noted that in the practical test, other possible environmental conditions, such as illumination intensity, air pressure, etc., need to be considered, so as to comprehensively evaluate the environmental adaptation performance of the optical transceiver module. Meanwhile, the errors and repeatability in the test process should be noted so as to ensure the accuracy and reliability of the test result.
1052. Measuring the power consumption of the optical transceiver module in the working state and the standby state to determine the electrical performance index of the optical transceiver module;
In step 1052, the power consumption of the optical transceiver module in the operating state and the standby state is measured. Through measurement, the electrical performance index of the optical transceiver integrated component, such as power consumption, energy saving performance and the like, can be determined.
For example, the power consumption of the optical transceiver module in the operating state and the standby state is measured to determine the electrical performance index thereof.
Measurement of power consumption in operating state: the optical transceiver module is connected to the test equipment and put into operation. And measuring the power consumption of the optical transceiver module in the working state by using tools such as a power meter or an ammeter. And recording test results, including parameters such as power consumption, transmission rate and the like in a working state.
Measurement of power consumption in standby state: the optical transceiver module is connected to the test equipment and put in a standby state. And measuring the power consumption of the optical transceiver module in the standby state by using tools such as a power meter, an ammeter and the like. And recording test results, including parameters such as power consumption, standby time and the like in a standby state.
By measuring and comparing the power consumption in the operating state and the standby state, the electrical performance index of the optical transceiver module can be determined. For example, a relationship between power consumption and transmission rate in an operating state, a relationship between power consumption and standby time in a standby state, or the like may be evaluated.
It should be noted that in actual measurement, other possible factors should be considered, such as the influence of temperature, voltage, etc. on the power consumption. At the same time, attention should also be paid to errors and repeatability in the measurement process to ensure accuracy and reliability of the measurement results.
This embodiment provides a basic method to measure the power consumption of the optical transceiver module and determine its electrical performance index, and the specific implementation process can be adjusted and optimized according to the actual situation.
1053. And connecting the optical transceiver module with optical equipment to determine the interface compatibility of the optical transceiver module, connecting the optical transceiver module with a plurality of manufacturer equipment to determine the protocol compatibility of the optical transceiver module, and determining the compatibility performance index of the optical transceiver module according to the interface compatibility and the protocol compatibility.
In step 1053, the optical transceiver module is connected to the optical device to test its interface compatibility; and meanwhile, the optical transceiver integrated assembly is connected with a plurality of manufacturer devices to test the protocol compatibility of the optical transceiver integrated assembly. Through testing, the compatibility performance index of the optical transceiver integrated component, such as interoperability with different devices, compatibility and the like, can be determined.
For example, the optical transceiver module is connected to the optical device to test its interface compatibility, and the optical transceiver module is connected to a plurality of manufacturer devices to test its protocol compatibility.
Interface compatibility test: and connecting the optical transceiver module with optical devices of different models and different manufacturers. Ensuring that the connection is correct and establishing a communication link. After the connection is tested, the interface compatibility between the optical transceiver module and the optical device is observed by transmitting data or performing other operations. And recording test results, including parameters such as connection success rate, data transmission quality and the like.
Protocol compatibility test: and connecting the optical transceiver module with equipment of a plurality of factories, and performing protocol communication test. And according to protocol standards supported by the optical transceiver module, the optical transceiver module communicates with equipment, and the stability and reliability of communication are tested. And recording test results, including parameters such as communication success rate, data transmission rate and the like.
The compatibility performance index of the optical transceiver integrated component can be determined by analyzing and comparing the test results of interface compatibility and protocol compatibility. For example, in the interface compatibility test, the connection success rate with different optical devices, the data transmission quality, and the like can be evaluated; in the protocol compatibility test, the success rate of communication with equipment of different factories, the data transmission rate and the like can be evaluated.
It should be noted that in the actual test, appropriate test equipment and test method should be selected according to the interface and protocol standard supported by the optical transceiver module. At the same time, other possible factors, such as the distance between the optical transceiver and the device, signal interference, etc., should be considered to ensure the accuracy and reliability of the test results.
This embodiment provides a basic method to test the interface compatibility and protocol compatibility of the optical transceiver module and determine its compatibility performance index, and the specific implementation process can be adjusted and optimized according to the actual situation.
By performing environmental adaptability, electrical performance and compatibility tests, the performance and compatibility of the optical transceiver integrated assembly can be comprehensively evaluated. These test results will help to determine the performance index of the optical transceiver module and provide a reference for further optimization and improvement.
Fig. 3 is a schematic structural diagram of a test evaluation device based on an optical transceiver module according to an embodiment of the present application, and as shown in fig. 3, the device includes:
a determining module 31 for determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
A training module 32, configured to train a test evaluation model according to the optical performance index and the transmission performance index and a predetermined environment adaptation performance index, electrical performance index, and compatibility performance index, until the test evaluation model is trained to converge;
the obtaining module 33 is configured to obtain measurement parameters of a target optical transceiver module, and input the measurement parameters into a trained test evaluation model, so as to obtain a test evaluation result of the target optical transceiver module output by the test evaluation model.
Optionally, in the embodiment of the present application, the determining module 31 is specifically configured to perform holographic imaging on the optical transceiver module by using an optical coherence imaging device, so as to obtain a holographic image of the optical transceiver module; performing image processing on the holographic image to extract key parameters for calculating the plurality of first evaluation parameters; and carrying the key parameters corresponding to each first evaluation index into a calculation formula of each first evaluation index so as to calculate a plurality of first evaluation parameters.
Optionally, in the embodiment of the present application, the determining module 31 is specifically configured to build a virtual-real fusion system, where the virtual-real fusion system at least includes optical simulation software, a connection interface of the optical transceiver module, a sensor, and a display device; and connecting the optical transceiver module with a connection interface in the virtual-actual fusion system, and performing simulation calculation on the transmission process of the optical transceiver module based on an optical theory and a pre-established transmission performance index model in optical simulation software in the virtual-actual fusion system so as to acquire a plurality of second evaluation parameters of the optical transceiver module.
Optionally, in the embodiment of the present application, the determining module 31 is further configured to perform testing on the optical transceiver module under a plurality of environmental conditions to determine an environmental adaptive performance index of the optical transceiver module under the plurality of environmental conditions, where the environmental conditions include at least a temperature and a humidity; measuring the power consumption of the optical transceiver module in the working state and the standby state to determine the electrical performance index of the optical transceiver module; and connecting the optical transceiver module with optical equipment to determine the interface compatibility of the optical transceiver module, connecting the optical transceiver module with a plurality of manufacturer equipment to determine the protocol compatibility of the optical transceiver module, and determining the compatibility performance index of the optical transceiver module according to the interface compatibility and the protocol compatibility.
Optionally, in an embodiment of the present application, the key parameters include at least a spatial frequency of the interference fringe, a shape of the interference fringe, a period of the interference fringe, and an intensity distribution of the interference fringe; the plurality of first evaluation parameters includes: optical transmission distance, optical wave phase difference and optical loss rate;
The determining module 31 is specifically configured to substitute the spatial frequency of the interference fringe into a calculation formula of the light transmission distance: light transmission distance = spatial frequency of interference fringes × pixel size of holographic image/wavelength of light field to calculate light transmission distance; substituting the shape of the interference fringes and the period of the interference fringes into a calculation formula of the optical wave phase difference: optical wave phase difference=2pi (shape of interference fringe/period of interference fringe) to calculate optical wave phase difference; substituting the intensity distribution of the interference fringes into a calculation formula of the optical loss rate: optical loss rate = 1-contrast/amplitude difference to calculate the optical loss rate; wherein the contrast is calculated from the intensity distribution of the interference fringes, and the amplitude difference is determined by comparing the intensity differences of the input light and the output light.
Optionally, in the embodiment of the present application, the determining module 31 is specifically configured to use the formula: optical performance index= (optical transmission distance x optical wave phase difference)/optical loss rate, the optical performance index is calculated.
Optionally, in an embodiment of the present application, the plurality of second evaluation parameters includes: transmission rate, transmission distance, signal quality, bandwidth, and power consumption; the determining module 31 is specifically configured to pass through the formula: transmission performance index= (transmission rate x transmission distance x signal quality)/(bandwidth x power consumption), the transmission performance index is calculated.
The test and evaluation device based on the optical transceiver module shown in fig. 3 may execute the test and evaluation method based on the optical transceiver module shown in the embodiment shown in fig. 1, and its implementation principle and technical effects are not repeated. The specific manner in which the respective modules and units perform the operations in the test and evaluation device based on the optical transceiver module in the above embodiment has been described in detail in the embodiment related to the method, and will not be described in detail here.
In one possible design, the test and evaluation apparatus based on an optical transceiver module of the embodiment shown in fig. 3 may be implemented as a computing device, which may include a storage module 401 and a processing module 402, as shown in fig. 4;
the storage component 401 stores one or more computer instructions for execution by the processing component 402.
The processing component 402 is configured to: determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters; training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged; and acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
Wherein the processing component 402 may include one or more processors to execute computer instructions to perform all or part of the steps of the methods described above. Of course, the processing component may also be implemented as one or more Application Specific Integrated Circuits (ASICs), digital Signal Processors (DSPs), digital Signal Processing Devices (DSPDs), programmable Logic Devices (PLDs), field Programmable Gate Arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic elements for executing the methods described above.
The storage component 401 is configured to store various types of data to support operations at the terminal. The memory component may be implemented by any type or combination of volatile or nonvolatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk.
The display component 403 may be an Electroluminescent (EL) element, a liquid crystal display or a micro display having a similar structure, or a laser scanning display in which the retina can directly display or the like.
Of course, the computing device may necessarily include other components, such as input/output interfaces, communication components, and the like.
The input/output interface provides an interface between the processing component and a peripheral interface module, which may be an output device, an input device, etc.
The communication component is configured to facilitate wired or wireless communication between the computing device and other devices, and the like.
The computing device may be a physical device or an elastic computing host provided by the cloud computing platform, and at this time, the computing device may be a cloud server, and the processing component, the storage component, and the like may be a base server resource rented or purchased from the cloud computing platform.
The embodiment of the application also provides a computer storage medium, and a computer program is stored, and when the computer program is executed by a computer, the test evaluation method based on the optical transceiver integrated component in the embodiment shown in fig. 1 can be realized.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, which are not repeated herein.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present application, and are not limiting thereof; although the present application has been described in detail with reference to the foregoing embodiments, it should be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.

Claims (10)

1. The test evaluation method based on the optical transceiver integrated component is characterized by comprising the following steps of:
determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module;
determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged;
And acquiring measurement parameters of the target optical transceiver module, and inputting the measurement parameters into a trained test evaluation model to acquire a test evaluation result corresponding to the target optical transceiver module output by the test evaluation model.
2. The method of claim 1, wherein determining a plurality of first evaluation parameters for evaluating an optical performance index of the optical transceiver module comprises:
carrying out holographic imaging on the optical transceiver module by utilizing optical coherence imaging equipment so as to obtain a holographic image of the optical transceiver module;
performing image processing on the holographic image to extract key parameters for calculating the plurality of first evaluation parameters;
and carrying the key parameters corresponding to each first evaluation index into a calculation formula of each first evaluation index so as to calculate a plurality of first evaluation parameters.
3. The method of claim 1, wherein determining a plurality of second evaluation parameters for evaluating a transmission performance index of the optical transceiver module comprises:
building a virtual-real fusion system, wherein the virtual-real fusion system at least comprises optical simulation software, a connection interface of the optical transceiver integrated component, a sensor and display equipment;
And connecting the optical transceiver module with a connection interface in the virtual-actual fusion system, and performing simulation calculation on the transmission process of the optical transceiver module based on an optical theory and a pre-established transmission performance index model in optical simulation software in the virtual-actual fusion system so as to acquire a plurality of second evaluation parameters of the optical transceiver module.
4. The method of claim 1, wherein training a test evaluation model based on the optical performance index and the transmission performance index and a predetermined environmental adaptation performance index, electrical performance index, and compatibility performance index, until the test evaluation model is trained to converge, further comprises:
testing the optical transceiver module under a plurality of environmental conditions to determine environmental adaptation performance indexes of the optical transceiver module under the plurality of environmental conditions, wherein the environmental conditions at least comprise temperature and humidity;
measuring the power consumption of the optical transceiver module in the working state and the standby state to determine the electrical performance index of the optical transceiver module;
and connecting the optical transceiver module with optical equipment to determine the interface compatibility of the optical transceiver module, connecting the optical transceiver module with a plurality of manufacturer equipment to determine the protocol compatibility of the optical transceiver module, and determining the compatibility performance index of the optical transceiver module according to the interface compatibility and the protocol compatibility.
5. The method according to claim 2, wherein the key parameters include at least a spatial frequency of the interference fringes, a shape of the interference fringes, a period of the interference fringes, and an intensity distribution of the interference fringes; the plurality of first evaluation parameters includes: optical transmission distance, optical wave phase difference and optical loss rate;
the step of bringing the key parameter corresponding to each first evaluation index into a calculation formula of each first evaluation index to calculate a plurality of first evaluation parameters includes:
substituting the spatial frequency of the interference fringes into a calculation formula of the light transmission distance: light transmission distance = spatial frequency of interference fringes × pixel size of holographic image/wavelength of light field to calculate light transmission distance;
substituting the shape of the interference fringes and the period of the interference fringes into a calculation formula of the optical wave phase difference: optical wave phase difference=2pi (shape of interference fringe/period of interference fringe) to calculate optical wave phase difference;
substituting the intensity distribution of the interference fringes into a calculation formula of the optical loss rate: optical loss rate = 1-contrast/amplitude difference to calculate the optical loss rate; wherein the contrast is calculated from the intensity distribution of the interference fringes, and the amplitude difference is determined by comparing the intensity differences of the input light and the output light.
6. The method of claim 5, wherein determining an optical performance index based on the first plurality of evaluation parameters comprises:
by the formula: optical performance index= (optical transmission distance x optical wave phase difference)/optical loss rate, the optical performance index is calculated.
7. A method according to claim 3, wherein the plurality of second evaluation parameters comprises: transmission rate, transmission distance, signal quality, bandwidth, and power consumption;
the determining the transmission performance index according to the plurality of second evaluation parameters includes:
by the formula: transmission performance index= (transmission rate x transmission distance x signal quality)/(bandwidth x power consumption), the transmission performance index is calculated.
8. The utility model provides a test evaluation device based on integrative subassembly of light receiving and dispatching which characterized in that includes:
a determining module for determining a plurality of first evaluation parameters for evaluating the optical performance index of the optical transceiver module and a plurality of second evaluation parameters for evaluating the transmission performance index of the optical transceiver module; determining an optical performance index according to the first evaluation parameters, and determining a transmission performance index according to the second evaluation parameters;
The training module is used for training a test evaluation model according to the optical performance index, the transmission performance index and the predetermined environment adaptation performance index, electrical performance index and compatibility performance index until the test evaluation model is trained to be converged;
the acquisition module is used for acquiring the measurement parameters of the target optical transceiver module, and inputting the measurement parameters into the trained test evaluation model so as to acquire the test evaluation result of the target optical transceiver module output by the test evaluation model.
9. A computing device comprising a processing component and a storage component; the storage component stores one or more computer instructions; the one or more computer instructions are configured to be invoked and executed by the processing component to implement the test and evaluation method based on an optical transceiver module according to any one of claims 1 to 7.
10. A computer storage medium storing a computer program which, when executed by a computer, implements the test evaluation method based on an optical transceiver module according to any one of claims 1 to 7.
CN202311754192.0A 2023-12-18 2023-12-18 Test evaluation method and device based on optical transceiver integrated assembly and computing equipment Pending CN117749261A (en)

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