CN114814801A - Method for improving target resolution of fishing sonar image - Google Patents
Method for improving target resolution of fishing sonar image Download PDFInfo
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- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/52—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
- G01S7/539—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
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- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S15/00—Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
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- G01S15/96—Sonar systems specially adapted for specific applications for locating fish
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Abstract
Description
技术领域technical field
本发明属于渔用声呐技术领域,尤其涉及一种提高渔用声呐图像目标分辨率的方法。The invention belongs to the technical field of fishing sonar, and in particular relates to a method for improving the resolution of a fishing sonar image target.
背景技术Background technique
渔用声呐作为海洋渔业精准探测与捕捞的重要助渔仪器之一,被广泛应用在海洋渔业生产中。渔用声呐工作原理和主动声呐相同,都是通过信号处理主机向水下发射声波信号,信号遇到鱼群进行发射并被接收机接收实现对鱼群的快速跟踪和定位。用户主要通过实时查看声呐图像来估计鱼群方位及密度等信息,从而实现精准捕捞。由于海水介质本身的声吸收、声传播过程波振面的扩展及海水中各种不均匀的散射等原因,声波在不同海域中的传播速度不同,而且声波在水中的能量传播是随着距离增大而减少,因此,渔用声呐获取的声呐图像大多都会产生失真,图像质量较差,不利于海洋渔业的发展。目前,人们在接收机中使用TVG增益来弥补由于远距离传播带来的能量损失,以提高图像分辨率,现有技术中常用的AD8338芯片TVG增益补偿曲线如图1所示,从图1中可以看出,电路中可变增益放大器最大值为80dB,在探测距离不足3000m时,TVG增益已达到最大值,当探测距离大于3000m时,TVG增益补偿将维持某一固定值,由此可知,TVG增益的调整范围是有限的,而且可调范围越大的器件其成本也越高,因此,该方法在实际使用时限制条件较多,难以推广应用。Fishing sonar, as one of the important fishing aids for precise detection and fishing in marine fisheries, is widely used in marine fishery production. The working principle of fishing sonar is the same as that of active sonar. It transmits sonic signals underwater through the signal processing host. The signals are transmitted when encountering fish schools and received by receivers to achieve fast tracking and positioning of fish schools. Users mainly estimate the position and density of fish by viewing sonar images in real time, so as to achieve precise fishing. Due to the sound absorption of the seawater medium itself, the expansion of the wave vibration surface in the sound propagation process, and various uneven scattering in the seawater, the propagation speed of sound waves in different sea areas is different, and the energy propagation of sound waves in water increases with the distance. Therefore, most of the sonar images obtained by fishing sonar will be distorted, and the image quality will be poor, which is not conducive to the development of marine fishery. At present, people use TVG gain in the receiver to compensate for the energy loss caused by long-distance propagation to improve the image resolution. The TVG gain compensation curve of the AD8338 chip commonly used in the prior art is shown in Figure 1. From Figure 1 It can be seen that the maximum value of the variable gain amplifier in the circuit is 80dB. When the detection distance is less than 3000m, the TVG gain has reached the maximum value. When the detection distance is greater than 3000m, the TVG gain compensation will maintain a fixed value. It can be seen that, The adjustment range of TVG gain is limited, and the larger the adjustment range, the higher the cost of the device. Therefore, this method has many restrictions in practical use, and it is difficult to popularize and apply.
发明内容SUMMARY OF THE INVENTION
针对相关技术中存在的不足之处,本发明提供了一种提高渔用声呐图像目标分辨率的方法,以弥补因信号接收机硬件对远距离回波强度造成的损失,提高声呐图像的目标分辨率,且可实时更改增益并显示当前鱼群图像信息,极大的提高了渔用声呐的探测效率,并降低了其研制的成本。Aiming at the deficiencies in the related art, the present invention provides a method for improving the target resolution of a fishing sonar image, so as to make up for the loss caused by the signal receiver hardware to the long-distance echo intensity, and improve the target resolution of the sonar image. It can change the gain in real time and display the current fish image information, which greatly improves the detection efficiency of fishing sonar and reduces the cost of its development.
本发明提供一种提高渔用声呐图像目标分辨率的方法,包括以下步骤:The present invention provides a method for improving the resolution of a fishing sonar image target, comprising the following steps:
步骤1:获取声呐信号处理主机上传的回波数据,并对数据进行预处理,得到预处理回波数据data;Step 1: Acquire the echo data uploaded by the sonar signal processing host, and preprocess the data to obtain the preprocessed echo data data;
步骤2:对步骤1得到的预处理回波数据data进行插值可视化成像,得到初始渔用声呐图像;Step 2: Interpolate and visualize the preprocessed echo data data obtained in Step 1 to obtain an initial fishing sonar image;
步骤3:引入增益Gain调节步骤2中初始渔用声呐图像的回波强度值,得到初始渔用声呐图像的调节回波强度值Image data;Step 3: Introduce Gain Gain to adjust the echo intensity value of the initial fishing sonar image in step 2 to obtain Image data of the adjusted echo intensity value of the initial fishing sonar image;
步骤4:对步骤3中的调节回波强度值Image data行插值可视化成像,得到调节渔用声呐图像。Step 4: Interpolate and visualize the image data row of the adjusted echo intensity value in step 3 to obtain an adjusted fishing sonar image.
本技术方案通过引入增益Gain调节初始渔用声呐图像的回波强度值,以弥补因信号接收机硬件对远距离回波强度造成的损失,提高图像的分辨率,从而实现对鱼群目标的精准探测和高效聚捕。This technical solution adjusts the echo intensity value of the initial fishing sonar image by introducing Gain, so as to make up for the loss of the long-distance echo intensity caused by the hardware of the signal receiver, and improve the resolution of the image, so as to achieve the accuracy of the fish target. Detection and efficient trapping.
在其中一些实施例中,步骤3中调节回波强度值Image data的计算公式为:In some of these embodiments, the calculation formula for adjusting the echo intensity value Image data in step 3 is:
Image data=20*lg(data)+Gain。Image data=20*lg(data)+Gain.
在其中一些实施例中,增益Gain的计算公式为:In some of the embodiments, the calculation formula of Gain is:
式中,C—数字增益,用于调整声呐图像的整体回波强度信息,数字增益C的取值范围为-50~50dB;In the formula, C—digital gain is used to adjust the overall echo intensity information of the sonar image, and the value range of digital gain C is -50 to 50 dB;
R—探测量程,km;R—detection range, km;
P—屏幕分辨率;P - screen resolution;
L—探测的距离,数值范围为0~P,除去盲区;L - the detection distance, the value range is 0~P, except the blind area;
D—增益补偿系数,增益补偿系数D的数值为1~10之间的整数。D—gain compensation coefficient, the value of gain compensation coefficient D is an integer between 1 and 10.
在其中一些实施例中,数字增益C根据初始渔用声呐图像的回波强度值取值。In some of the embodiments, the digital gain C is valued according to the echo intensity value of the initial fishing sonar image.
在其中一些实施例中,在步骤1中,根据声呐信号处理主机上传的回波数据,得到实时回波强度最大值max_data,通过比较实时回波强度最大值max_data与预先设定的回波强度mid_data以判断初始渔用声呐图像的回波强度值;数字增益C预先设定初始值C0,当实时回波强度最大值max_data大于预先设定的回波强度mid_data时,将初始值C0减小3dB作为数字增益C,当实时回波强度最大值max_data小于预先设定的回波强度mid_data时,将初始值C0增大3dB作为数字增益C。In some of the embodiments, in step 1, the echo data uploaded by the host is processed according to the sonar signal to obtain the maximum real-time echo intensity max_data, by comparing the real-time maximum echo intensity max_data with the preset echo intensity mid_data To judge the echo intensity value of the initial fishing sonar image; the digital gain C presets the initial value C 0 , when the maximum real-time echo intensity max_data is greater than the preset echo intensity mid_data, the initial value C 0 is reduced 3dB is used as the digital gain C. When the real-time maximum echo strength max_data is smaller than the preset echo strength mid_data, the initial value C 0 is increased by 3dB as the digital gain C.
在其中一些实施例中,增益补偿系数D根据探测量程R的数值大小进行取值。In some of the embodiments, the gain compensation coefficient D takes a value according to the value of the detection range R.
在其中一些实施例中,当探测量程R数值在1000m以下时,增益补偿系数D的数值为≥8;当探测量程R数值在1000m~2000m时,增益补偿系数D的数值为6~8;当探测量程R数值在2000m~4000m时,增益补偿系数D的数值为4~6;当探测量程R数值在4000m以上时,增益补偿系数D的数值为≤4。In some of these embodiments, when the value of the detection range R is below 1000m, the value of the gain compensation coefficient D is ≥8; when the value of the detection range R is between 1000m and 2000m, the value of the gain compensation coefficient D is 6 to 8; When the R value of the detection range is 2000m~4000m, the value of the gain compensation coefficient D is 4~6; when the value of the detection range R is above 4000m, the value of the gain compensation coefficient D is ≤4.
基于上述技术方案,本发明实施例中一种提高渔用声呐图像目标分辨率的方法通过弥补因信号接收机硬件对远距离回波强度造成的损失,提高图像的分辨率,不仅提高了渔用声呐的探测效率,还降低了其研制的成本;而且不需要改变信号处理主机(即下位机),简单易操作。Based on the above technical solution, a method for improving the target resolution of a fishing sonar image in the embodiment of the present invention improves the resolution of the image by making up for the loss caused by the signal receiver hardware to the long-distance echo strength, and not only improves the fishing use The detection efficiency of the sonar also reduces the cost of its development; and it does not need to change the signal processing host (ie, the lower computer), which is simple and easy to operate.
附图说明Description of drawings
此处所说明的附图用来提供对本发明的进一步理解,构成本申请的一部分,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The accompanying drawings described herein are used to provide a further understanding of the present invention and constitute a part of the present application. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the attached image:
图1为现有技术中AD8338芯片TVG增益补偿曲线;Fig. 1 is the TVG gain compensation curve of AD8338 chip in the prior art;
图2为本发明提高渔用声呐图像目标分辨率的方法一个实施例中,测量程R为2000m时增益补偿系数D曲线;2 is an embodiment of the method for improving the target resolution of a fishing sonar image according to the present invention, the curve of the gain compensation coefficient D when the measurement range R is 2000m;
图3为本发明提高渔用声呐图像目标分辨率的方法一个实施例中,测量程R为4000m时增益补偿系数D曲线;3 is an embodiment of the method for improving the target resolution of a fishing sonar image according to the present invention, the gain compensation coefficient D curve when the measurement range R is 4000m;
图4为本发明提高渔用声呐图像目标分辨率的方法一个实施例的工作流程图;4 is a work flow diagram of an embodiment of the method for improving the target resolution of a fishing sonar image according to the present invention;
图5为本发明提高渔用声呐图像目标分辨率的方法一个实施例的工作原理图。FIG. 5 is a working principle diagram of an embodiment of the method for improving the target resolution of a fishing sonar image according to the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对实施例中的技术方案进行清楚、完整的描述。显然,所描述的实施例仅仅是本发明的一部分实施例,而非全部的实施例。基于本发明的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, but not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present invention.
在本发明提高渔用声呐图像目标分辨率的方法的一个示意性实施例中,该提高渔用声呐图像目标分辨率的方法包括以下步骤:In an exemplary embodiment of the method for improving the resolution of a fishing sonar image target of the present invention, the method for increasing the resolution of a fishing sonar image target includes the following steps:
步骤1:获取声呐信号处理主机上传的回波数据,并对数据进行预处理,得到预处理回波数据data;Step 1: Acquire the echo data uploaded by the sonar signal processing host, and preprocess the data to obtain the preprocessed echo data data;
步骤2:对步骤1得到的预处理回波数据data进行插值可视化成像,得到初始渔用声呐图像;Step 2: Interpolate and visualize the preprocessed echo data data obtained in Step 1 to obtain an initial fishing sonar image;
步骤3:引入增益Gain调节步骤2中初始渔用声呐图像的回波强度值,得到初始渔用声呐图像的调节回波强度值Image data;Step 3: Introduce Gain Gain to adjust the echo intensity value of the initial fishing sonar image in step 2 to obtain Image data of the adjusted echo intensity value of the initial fishing sonar image;
步骤4:对步骤3中的调节回波强度值Image data行插值可视化成像,得到调节渔用声呐图像。Step 4: Interpolate and visualize the image data row of the adjusted echo intensity value in step 3 to obtain an adjusted fishing sonar image.
需要说明的是,上述示意性实施例中,步骤1中预处理回波数据data包括了步骤2中初始渔用声呐图像的回波强度值。还需要说明的是,步骤4中,调节渔用声呐图像即最终的渔用声呐图像,调节渔用声呐图像的分辨率要远高于初始渔用声呐图像。It should be noted that, in the above exemplary embodiment, the preprocessed echo data data in step 1 includes the echo intensity value of the initial fishing sonar image in step 2. It should also be noted that, in
在上述示意性实施例中,步骤3中调节回波强度值Image data的计算公式为:In the above-mentioned exemplary embodiment, the calculation formula for adjusting the echo intensity value Image data in step 3 is:
Image data=20*lg(data)+Gain。Image data=20*lg(data)+Gain.
在上述示意性实施例中,增益Gain的计算公式为:In the above-mentioned exemplary embodiment, the calculation formula of Gain is:
式中,C—数字增益,用于调整声呐图像的整体回波强度信息,数字增益C的取值范围为-50~50dB;In the formula, C—digital gain is used to adjust the overall echo intensity information of the sonar image, and the value range of digital gain C is -50 to 50 dB;
R—探测量程,km;R—detection range, km;
P—屏幕分辨率;P - screen resolution;
L—探测的距离,数值范围为0~P,除去盲区;L - the detection distance, the value range is 0~P, except the blind area;
D—增益补偿系数,增益补偿系数D的数值为1~10之间的整数。D—gain compensation coefficient, the value of gain compensation coefficient D is an integer between 1 and 10.
其中,数字增益C根据初始渔用声呐图像的回波强度值取值。Among them, the digital gain C is valued according to the echo intensity value of the initial fishing sonar image.
增益补偿系数D根据探测量程R的数值大小进行取值,当探测量程R数值在1000m以下时,增益补偿系数D的数值为≥8;当探测量程R数值在1000m~2000m时,增益补偿系数D的数值为6~8;当探测量程R数值在2000m~4000m时,增益补偿系数D的数值为4~6;当探测量程R数值在4000m以上时,增益补偿系数D的数值为≤4。The gain compensation coefficient D is selected according to the value of the detection range R. When the value of the detection range R is below 1000m, the value of the gain compensation coefficient D is ≥8; when the value of the detection range R is between 1000m and 2000m, the gain compensation coefficient D When the detection range R value is 2000m~4000m, the gain compensation coefficient D value is 4~6; when the detection range R value is above 4000m, the gain compensation coefficient D value is ≤4.
需要说明的是,上述示意性实施例是基于渔用声呐的显控系统进行调节,如图4和图5所示,渔用声呐的工作原理为:多波束渔用声呐通过接收下位机的回波数据,经过UDP通讯,将原始数据传输到显控系统;显控系统首先经过数据预处理,然后利用现有技术的算法和程序使图像可视化;用户根据屏幕显示的图像效果,选择是否要进行增益Gain调节,如果不需要进行增益Gain调节,则显控系统屏幕显示的图像即最终的渔用声呐图像;如果需要进行增益Gain调节,显控系统设置了手动调节模式和自动调节模式,用户可任意选择其中一个模式进行调节。下面将以实施例的方式具体说明手动调节模式和自动调节模式的调节过程。It should be noted that the above exemplary embodiment is adjusted based on the display and control system of the fishing sonar. As shown in Figures 4 and 5, the working principle of the fishing sonar is: the multi-beam fishing sonar receives the echo of the lower computer. Wave data, through UDP communication, the original data is transmitted to the display and control system; the display and control system first undergoes data preprocessing, and then uses the algorithms and programs of the existing technology to visualize the image; the user chooses whether to carry out Gain adjustment, if gain adjustment is not required, the image displayed on the display and control system screen is the final fishing sonar image; if gain adjustment is required, the display and control system has set manual adjustment mode and automatic adjustment mode, the user can Choose any one of the modes to adjust. The adjustment process of the manual adjustment mode and the automatic adjustment mode will be specifically described below by way of embodiments.
实施例一Example 1
在手动模式中,声呐回波强度值可通过观察显控系统屏幕显示的图像信息判断,具体调节过程为:In manual mode, the sonar echo intensity value can be judged by observing the image information displayed on the screen of the display and control system. The specific adjustment process is as follows:
如果声呐回波强度较小,导致声呐图像目标显示不明显,会过滤掉一些鱼群目标,此时,需要将数字增益C的数值调大,以使鱼群目标能够清晰可见,调整过程需要进行多次,每次调整的幅度为+3dB,直到清晰可见鱼群目标。如果回波强度过大,导致声呐图像目标过于突出或者噪声太大,以致无法分辨目标,此时,需要调小数字增益C的数值,使噪声和混响的强度降低,突出目标强度,调整过程需要进行多次,每次调整的幅度为-3dB,直到能够准确识别鱼群目标信息。If the sonar echo intensity is small, the sonar image target will not be displayed clearly, and some fish targets will be filtered out. At this time, the value of the digital gain C needs to be increased to make the fish targets clearly visible. The adjustment process needs to be carried out. Multiple times, each adjustment in increments of +3dB, until the fish target is clearly visible. If the echo intensity is too large, the sonar image target is too prominent or the noise is too large, so that the target cannot be distinguished. At this time, it is necessary to reduce the value of the digital gain C to reduce the intensity of noise and reverberation, and highlight the target intensity. Adjustment process It needs to be done several times, and the amplitude of each adjustment is -3dB until the target information of the fish school can be accurately identified.
此外,还需要根据探测量程R调整增益补偿系数D的数值。当探测较远距离的水下目标(即探测量程R较大)时,由于声波能量损失以及噪声及混响的影响,导致远端目标难以分辨,此而靠近船周围的目标(即探测量程R较小)时,声波能量损失较小,声呐探测的图像分辨率较高。当探测量程R数值在1000m以下时,增益补偿系数D的数值为≥8;当探测量程R数值在1000m~2000m时,增益补偿系数D的数值为6~8;当探测量程R数值在2000m~4000m时,增益补偿系数D的数值为4~6;当探测量程R数值在4000m以上时,增益补偿系数D的数值为≤4。附图2和附图3分别是探测量程R在2000m和4000m的增益补偿曲线,选择合适的增益补偿系数D。In addition, the value of the gain compensation coefficient D needs to be adjusted according to the detection range R. When detecting a long-distance underwater target (that is, the detection range R is large), due to the loss of sound wave energy and the influence of noise and reverberation, the remote target is difficult to distinguish, and the target close to the ship (that is, the detection range R When it is smaller), the loss of acoustic energy is smaller, and the image resolution of sonar detection is higher. When the R value of the detection range is below 1000m, the value of the gain compensation coefficient D is ≥8; when the R value of the detection range is 1000m~2000m, the value of the gain compensation coefficient D is 6~8; when the R value of the detection range is 2000m~ At 4000m, the value of the gain compensation coefficient D is 4 to 6; when the value of the detection range R is above 4000m, the value of the gain compensation coefficient D is ≤4. Figure 2 and Figure 3 are the gain compensation curves of the detection range R at 2000m and 4000m respectively, and the appropriate gain compensation coefficient D is selected.
需要说明的是,为了控制单一变量,以快速得到分辨率较高的图像,通常数字增益C和增益补偿系数D的调节过程相互独立的。It should be noted that, in order to control a single variable to quickly obtain an image with higher resolution, the adjustment processes of the digital gain C and the gain compensation coefficient D are usually independent of each other.
实施例二Embodiment 2
在自动选择模式中,初始渔用声呐图像的回波强度值通过比较实时回波强度最大值max_data与预先设定的回波强度mid_data进行判断,具体调节过程为:In the automatic selection mode, the echo intensity value of the initial fishing sonar image is judged by comparing the real-time maximum echo intensity max_data with the preset echo intensity mid_data. The specific adjustment process is as follows:
在步骤1中,根据声呐信号处理主机上传的回波数据,得到实时回波强度最大值max_data,数字增益C预先设定初始值C0,当实时回波强度最大值max_data大于预先设定的回波强度mid_data时,将初始值C0减小6dB作为数字增益C,当实时回波强度最大值max_data小于预先设定的回波强度mid_data时,将初始值C0增大6dB作为数字增益C。In step 1, the echo data uploaded by the host is processed according to the sonar signal to obtain the maximum real-time echo intensity max_data, and the digital gain C is preset to an initial value C 0 . When the real-time maximum echo intensity max_data is greater than the preset echo When the wave intensity is mid_data, the initial value C 0 is reduced by 6dB as the digital gain C. When the real-time maximum echo intensity max_data is less than the preset echo intensity mid_data, the initial value C 0 is increased by 6dB as the digital gain C.
当探测量程R数值在1000m以下时,增益补偿系数D的数值为8;当探测量程R数值在1000m~2000m时,增益补偿系数D的数值为6;当探测量程R数值在2000m~4000m时,增益补偿系数D的数值为4。When the R value of the detection range is below 1000m, the value of the gain compensation coefficient D is 8; when the value of the detection range R is between 1000m and 2000m, the value of the gain compensation coefficient D is 6; when the value of the detection range R is between 2000m and 4000m, the value of the gain compensation coefficient D is 6. The value of the gain compensation coefficient D is 4.
需要说明的是,选择了自动选择模式时,也可人工进行参数修改和调整,以实现渔用声呐图像的最优显示。It should be noted that when the automatic selection mode is selected, the parameters can also be modified and adjusted manually to achieve the optimal display of the fishing sonar image.
在上述示意性实施例中,提高渔用声呐图像目标分辨率的方法能够在不改变信号处理主机(即下位机)的情况下,通过引入增益Gain调节初始渔用声呐图像的回波强度值,以弥补因信号接收机硬件对远距离回波强度造成的损失,提高图像的分辨率,从而实现对鱼群目标的精准探测和高效聚捕,不仅提高了渔用声呐的探测效率,还降低了其研制的成本。In the above exemplary embodiment, the method for improving the target resolution of the fishing sonar image can adjust the echo intensity value of the initial fishing sonar image by introducing the gain Gain without changing the signal processing host (ie, the lower computer). In order to make up for the loss of long-distance echo strength caused by the signal receiver hardware, improve the resolution of the image, so as to achieve accurate detection and efficient gathering of fish targets, which not only improves the detection efficiency of fishing sonar, but also reduces the the cost of its development.
最后应当说明的是:本说明书中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。Finally, it should be noted that the various embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments, and the same and similar parts between the various embodiments may be referred to each other.
以上实施例仅用以说明本发明的技术方案而非对其限制;尽管参照较佳实施例对本发明进行了详细的说明,所属领域的普通技术人员应当理解:依然可以对本发明的具体实施方式进行修改或者对部分技术特征进行等同替换;而不脱离本发明技术方案的精神,其均应涵盖在本发明请求保护的技术方案范围当中。The above embodiments are only used to illustrate the technical solutions of the present invention and not to limit them; although the present invention has been described in detail with reference to the preferred embodiments, those of ordinary skill in the art should understand that the specific embodiments of the present invention can still be carried out. Modification or equivalent replacement of some technical features; without departing from the spirit of the technical solution of the present invention, all of them should be included in the scope of the technical solution claimed in the present invention.
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