CN117572437A - A multi-threaded broadband signal unit identification method, system and equipment - Google Patents
A multi-threaded broadband signal unit identification method, system and equipment Download PDFInfo
- Publication number
- CN117572437A CN117572437A CN202311538478.5A CN202311538478A CN117572437A CN 117572437 A CN117572437 A CN 117572437A CN 202311538478 A CN202311538478 A CN 202311538478A CN 117572437 A CN117572437 A CN 117572437A
- Authority
- CN
- China
- Prior art keywords
- signal
- bandwidth
- pulse width
- impulse response
- target
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 28
- 230000004044 response Effects 0.000 claims abstract description 82
- 241000251468 Actinopterygii Species 0.000 claims abstract description 57
- 230000006835 compression Effects 0.000 claims abstract description 47
- 238000007906 compression Methods 0.000 claims abstract description 47
- 239000000178 monomer Substances 0.000 claims abstract description 10
- 238000004904 shortening Methods 0.000 claims abstract description 4
- 238000004590 computer program Methods 0.000 claims description 11
- 238000005070 sampling Methods 0.000 claims description 10
- 238000004364 calculation method Methods 0.000 claims description 5
- 238000010586 diagram Methods 0.000 description 23
- 230000005540 biological transmission Effects 0.000 description 10
- 230000035485 pulse pressure Effects 0.000 description 8
- 238000004088 simulation Methods 0.000 description 7
- 238000001514 detection method Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 4
- 238000001914 filtration Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 3
- 238000012216 screening Methods 0.000 description 2
- 230000007547 defect Effects 0.000 description 1
- 238000005562 fading Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000009659 non-destructive testing Methods 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- G—PHYSICS
- 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
- G01S15/88—Sonar systems specially adapted for specific applications
- G01S15/96—Sonar systems specially adapted for specific applications for locating fish
-
- G—PHYSICS
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- Computer Networks & Wireless Communication (AREA)
- General Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)
Abstract
Description
技术领域Technical field
本发明涉及宽带信号单体目标识别领域,特别是涉及一种多线程宽带信号单体识别方法、系统及设备。The present invention relates to the field of broadband signal single target recognition, and in particular to a multi-threaded broadband signal single target recognition method, system and equipment.
背景技术Background technique
单体识别技术是指利用声信号对单体回波信号进行计算,从而实现对待测目标进行检测、识别和跟踪的过程。单体回波信号计算在不同的领域被广泛的应用,主要包括在雷达技术中通过分析回波信号的声学特征计算目标的位置速度和尺寸等;在无损检测中利用超声波检测材料中的缺陷裂纹等;在地质勘探中用于了解地下地质的情况;在声呐技术中主要实现水下目标的探测定位和跟踪等。Cell identification technology refers to the process of using acoustic signals to calculate cell echo signals to detect, identify and track the target to be measured. Single body echo signal calculation is widely used in different fields, mainly including calculating the position, speed and size of the target by analyzing the acoustic characteristics of the echo signal in radar technology; using ultrasonic waves to detect defects and cracks in materials in non-destructive testing etc.; used in geological exploration to understand underground geology; in sonar technology, it mainly realizes the detection, positioning and tracking of underwater targets, etc.
在海洋渔业中,单体回波信号的计算主要用于鱼群检测与定位,通过对回波信号的强度、时间延迟等识别不同种类的鱼,从而评估它们的分布和数量,同时也可以推断鱼群的大小和密度,对渔业管理和可持续渔业的实施起到了至关重要的作用。In marine fisheries, the calculation of single echo signals is mainly used for fish detection and positioning. Different types of fish are identified through the intensity and time delay of the echo signals, so as to assess their distribution and quantity, and at the same time, inferences can be made. The size and density of fish stocks play a crucial role in fisheries management and the implementation of sustainable fisheries.
分裂波束技术由于其目标定位精度高,抗干扰性强,空间分辨率较高等优点常被用于建立各种鱼类声学测量的模型中。宽带信号具有较大的频带,高传输速率,不易受到多径衰落等干扰以及可以同时传输多个窄带信号等的特点,被广泛应用于单体信号的识别中。传统的窄带信号的单体目标识别的相位标准差是单体识别和检测的重要指标,但是由于受到宽带相位差时变的影响,对相位标准差的计算将不再有效。Split-beam technology is often used to establish models for acoustic measurement of various fish due to its advantages of high target positioning accuracy, strong anti-interference, and high spatial resolution. Broadband signals have the characteristics of large frequency bands, high transmission rates, not susceptible to interference such as multipath fading, and can transmit multiple narrowband signals simultaneously, and are widely used in the identification of single signals. The phase standard deviation of the traditional single target recognition of narrowband signals is an important indicator for single target recognition and detection. However, due to the influence of the time variation of the broadband phase difference, the calculation of the phase standard deviation will no longer be valid.
现有用于判断单体信号的幅度准则主要是应用于窄带,且该准则对宽带信号经过脉压后的判断尚未完善,只能通过不断的改变发射信号的脉宽来对不同距离的目标进行探测后,进行脉冲压缩,若探测区域无鱼群或由于发射脉宽较长但单体和鱼群在距离换能器较近的位置,经过脉压后无法筛选出有效的单体信号时,需要改变发射信号的脉宽反复进行探测,较为耗时。当发射间隔较长时鱼群可能在下一声信号到达时移动位置,将会导致依旧无法对目标进行探测,仍然需要调整发射脉宽重新探测。The existing amplitude criterion used to judge single signals is mainly used in narrowband, and the judgment of broadband signals after pulse pressure is not yet perfect. Targets at different distances can only be detected by continuously changing the pulse width of the transmitted signal. Then, perform pulse compression. If there are no fish in the detection area or the single unit and fish are close to the transducer due to the long emission pulse width, and the effective single unit signal cannot be screened out after the pulse pressure, it is necessary to Changing the pulse width of the transmitted signal for repeated detection is more time-consuming. When the transmission interval is long, the fish may move when the next signal arrives, which will result in the target still being unable to be detected, and the transmission pulse width still needs to be adjusted to detect again.
发明内容Contents of the invention
本发明的目的是提供一种多线程宽带信号单体识别方法、系统及设备,以解决反复调整发射信号带宽对未知海域的探测,导致发射频率高,单体识别效率低的问题。The purpose of the present invention is to provide a multi-threaded broadband signal monomer identification method, system and equipment to solve the problem of repeatedly adjusting the transmission signal bandwidth to detect unknown sea areas, resulting in high transmission frequency and low monomer identification efficiency.
为实现上述目的,本发明提供了如下方案:In order to achieve the above objects, the present invention provides the following solutions:
一种多线程宽带信号单体识别方法,包括:A multi-threaded broadband signal unit identification method, including:
基于接收机的冲击响应信号的带宽以及脉宽,对待测目标的回波信号进行全带宽脉冲压缩并求包络,得到包络信号;所述回波信号是利用接收机接收由换能器发射一次线性调频信号至所述待测目标后返回的信号;所述冲击响应信号的带宽等于所述换能器的发射带宽,所述冲击响应信号的脉宽等于所述换能器的发射脉宽;Based on the bandwidth and pulse width of the impulse response signal of the receiver, the echo signal of the target to be measured is subjected to full-bandwidth pulse compression and envelope is obtained to obtain the envelope signal; the echo signal is received by the receiver and transmitted by the transducer The signal returned after a linear frequency modulation signal reaches the target to be measured; the bandwidth of the impulse response signal is equal to the emission bandwidth of the transducer, and the pulse width of the impulse response signal is equal to the emission pulse width of the transducer ;
基于幅度准则,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果;Based on the amplitude criterion, determine whether the peak value of the envelope signal conforms to the amplitude range of the target to be measured, and obtain the first judgment result;
若第一判断结果表示为是,将符合待测目标的幅度范围的所述包络信号的峰值确定为经过幅度准则后的峰值;If the first judgment result indicates yes, determine the peak value of the envelope signal that conforms to the amplitude range of the target to be measured as the peak value after passing the amplitude criterion;
判断相邻的经过幅度准则后的峰值之间的峰值间隔是否大于所述冲击响应信号的脉宽,得到第二判断结果;Determine whether the peak interval between adjacent peaks after passing the amplitude criterion is greater than the pulse width of the impulse response signal, and obtain a second judgment result;
若所述第二判断结果表示为是,确定前一所述经过幅度准则后的峰值对应的待测目标为单体鱼;If the second judgment result indicates yes, it is determined that the target to be measured corresponding to the previous peak after passing the amplitude criterion is a single fish;
若所述第二判断结果表示为否,缩短所述冲击响应信号的带宽以及脉宽,并利用修改后的带宽对所述回波信号进行脉冲压缩并求包络,得到修改后的包络信号;If the second judgment result indicates no, shorten the bandwidth and pulse width of the impulse response signal, and use the modified bandwidth to perform pulse compression on the echo signal and find the envelope to obtain the modified envelope signal. ;
将修改后的包络信号作为包络信号,并将修改后的脉宽作为所述冲击响应信号的脉宽,直至识别完所有待测目标;所述冲击响应信号的带宽为修改后的带宽的偶数倍;所述冲击响应信号的脉宽为修改后的脉宽的偶数倍;The modified envelope signal is used as the envelope signal, and the modified pulse width is used as the pulse width of the impulse response signal until all targets to be measured are identified; the bandwidth of the impulse response signal is the modified bandwidth Even multiples; the pulse width of the impulse response signal is an even multiple of the modified pulse width;
若所述第一判断结果表示为否,确定所述待测目标为鱼群。If the first judgment result indicates no, it is determined that the target to be measured is a school of fish.
可选的,基于幅度准则,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果,具体包括:Optionally, based on the amplitude criterion, determine whether the peak value of the envelope signal meets the amplitude range of the target to be measured, and obtain the first judgment result, which specifically includes:
基于幅度准则,选择窗大小为np的采样点对所述包络信号进行局部最大值查找,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果。Based on the amplitude criterion, a sampling point with a window size of np is selected to perform a local maximum search on the envelope signal, and it is judged whether the peak value of the envelope signal conforms to the amplitude range of the target to be measured, and the first judgment result is obtained.
可选的,等比例缩短所述冲击响应信号的带宽与所述冲击响应信号的脉宽。Optionally, the bandwidth of the impulse response signal and the pulse width of the impulse response signal are shortened in equal proportion.
可选的,基于所述换能器的发射带宽以及发射脉宽的长度确定所述冲击响应信号的带宽与所述冲击响应信号的脉宽的更改次数。Optionally, the number of changes of the bandwidth of the impulse response signal and the pulse width of the impulse response signal is determined based on the emission bandwidth of the transducer and the length of the emission pulse width.
一种多线程宽带信号单体识别系统,包括:A multi-threaded broadband signal unit identification system, including:
脉冲压缩模块,用于基于接收机的冲击响应信号的带宽以及脉宽,对待测目标的回波信号进行全带宽脉冲压缩并求包络,得到包络信号;所述回波信号是利用接收机接收由换能器发射一次线性调频信号至所述待测目标后返回的信号;所述冲击响应信号的带宽等于所述换能器的发射带宽,所述冲击响应信号的脉宽等于所述换能器的发射脉宽;The pulse compression module is used to perform full-bandwidth pulse compression on the echo signal of the target to be measured based on the bandwidth and pulse width of the receiver's impulse response signal and find the envelope to obtain the envelope signal; the echo signal is obtained by using the receiver Receive the signal returned after the linear frequency modulation signal is emitted once by the transducer to the target to be measured; the bandwidth of the impulse response signal is equal to the transmission bandwidth of the transducer, and the pulse width of the impulse response signal is equal to the frequency modulation signal of the transducer. The emission pulse width of the energizer;
第一判断模块,用于基于幅度准则,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果;The first judgment module is used to judge whether the peak value of the envelope signal conforms to the amplitude range of the target to be measured based on the amplitude criterion, and obtain the first judgment result;
经过幅度准则后的峰值确定模块,用于若第一判断结果表示为是,将符合待测目标的幅度范围的所述包络信号的峰值确定为经过幅度准则后的峰值;a peak value determination module after passing the amplitude criterion, configured to determine the peak value of the envelope signal that conforms to the amplitude range of the target to be measured as the peak value after passing the amplitude criterion if the first judgment result is expressed as yes;
第二判断模块,用于判断相邻的经过幅度准则后的峰值的峰值间隔是否大于所述冲击响应信号的脉宽,得到第二判断结果;The second judgment module is used to judge whether the peak interval of adjacent peaks after passing the amplitude criterion is greater than the pulse width of the impulse response signal, and obtain a second judgment result;
单体鱼确定模块,用于若所述第二判断结果表示为是,确定前一所述经过幅度准则后的峰值对应的待测目标为单体鱼;A single fish determination module, configured to determine that the target to be measured corresponding to the previous peak after passing the amplitude criterion is a single fish if the second judgment result indicates yes;
带宽和脉冲更改模块,用于若所述第二判断结果表示为否,缩短所述冲击响应信号的带宽以及脉宽,并利用修改后的带宽对所述回波信号进行脉冲压缩并求包络,得到修改后的包络信号;Bandwidth and pulse changing module, configured to shorten the bandwidth and pulse width of the impulse response signal if the second judgment result is negative, and use the modified bandwidth to perform pulse compression on the echo signal and find the envelope , get the modified envelope signal;
识别模块,用于将修改后的包络信号作为包络信号,并将修改后的脉宽作为所述冲击响应信号的脉宽,直至识别完所有待测目标;所述冲击响应信号的带宽为修改后的带宽的偶数倍;所述冲击响应信号的脉宽为修改后的脉宽的偶数倍;The identification module is used to use the modified envelope signal as the envelope signal, and use the modified pulse width as the pulse width of the impulse response signal until all targets to be measured are identified; the bandwidth of the impulse response signal is an even multiple of the modified bandwidth; the pulse width of the impulse response signal is an even multiple of the modified pulse width;
鱼群确定模块,用于若所述第一判断结果表示为否,确定所述待测目标为鱼群。A fish school determination module, configured to determine that the target to be measured is a fish school if the first judgment result indicates no.
可选的,第一判断模块,具体包括:Optional, the first judgment module specifically includes:
局部最大值查找单元,用于基于幅度准则,选择窗大小为np的采样点对所述包络信号进行局部最大值查找,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果。The local maximum value search unit is used to select a sampling point with a window size of np to perform a local maximum value search on the envelope signal based on the amplitude criterion, and determine whether the peak value of the envelope signal conforms to the amplitude range of the target to be measured, and obtain The first judgment result.
可选的,所述冲击响应信号的带宽与所述冲击响应信号的脉宽等比例缩短。Optionally, the bandwidth of the impulse response signal is shortened in proportion to the pulse width of the impulse response signal.
可选的,所述冲击响应信号的带宽与所述冲击响应信号的脉宽的更改次数由所述换能器的发射带宽以及发射脉宽的长度确定。Optionally, the number of changes of the bandwidth of the impulse response signal and the pulse width of the impulse response signal is determined by the emission bandwidth of the transducer and the length of the emission pulse width.
一种电子设备,包括存储器及处理器,所述存储器用于存储计算机程序,所述处理器运行所述计算机程序以使所述电子设备执行上述多线程宽带信号单体识别方法。An electronic device includes a memory and a processor. The memory is used to store a computer program. The processor runs the computer program to cause the electronic device to execute the above-mentioned multi-threaded broadband signal individual identification method.
可选的,所述存储器为非暂态计算机可读存储介质,所述非暂态计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现上述多线程宽带信号单体识别方法。Optionally, the memory is a non-transitory computer-readable storage medium, and the non-transitory computer-readable storage medium stores a computer program. When the computer program is executed by the processor, the above-mentioned multi-threaded broadband signal individual recognition is realized. method.
根据本发明提供的具体实施例,本发明公开了以下技术效果:本发明利用换能器发射一次线性调频信号至待测目标,基于接收机的冲击响应信号的带宽以及脉宽对待测目标的回波信号进行全带宽脉冲压缩并求包络,得到包络信号,并通过多次更改冲击响应信号的带宽以及脉宽确定待测目标的类型,该类型包括单体鱼和鱼群;每一次缩短冲击响应信号的带宽以及脉宽能够识别距离换能器更近的待测目标。本发明仅利用换能器发射一次长脉宽就能够识别出待测目标的类型,不需要反复发射不同信号的带宽来对不同距离进行探测,无需反复多次发射脉宽,降低了发射频率,提高了单体识别效率。According to the specific embodiments provided by the present invention, the present invention discloses the following technical effects: The present invention uses a transducer to transmit a linear frequency modulation signal to the target to be measured, and responds to the target to be measured based on the bandwidth and pulse width of the impulse response signal of the receiver. The wave signal is subjected to full-bandwidth pulse compression and envelope is obtained to obtain the envelope signal. The type of target to be measured is determined by changing the bandwidth and pulse width of the impulse response signal multiple times. This type includes single fish and fish schools; each shortening The bandwidth and pulse width of the impulse response signal can identify targets closer to the transducer. This invention only uses the transducer to emit a long pulse width once to identify the type of target to be measured. It does not need to repeatedly emit different signal bandwidths to detect different distances. It does not need to emit pulse widths multiple times, which reduces the transmission frequency. Improved single identification efficiency.
附图说明Description of the drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the drawings needed to be used in the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some of the drawings of the present invention. Embodiments, for those of ordinary skill in the art, other drawings can also be obtained based on these drawings without exerting creative efforts.
图1为本发明实施例一所提供的多线程宽带信号单体识别方法流程图;Figure 1 is a flow chart of a multi-threaded broadband signal unit identification method provided by Embodiment 1 of the present invention;
图2为本发明实施例二所提供的多线程宽带信号单体识别方法流程图;Figure 2 is a flow chart of the multi-threaded broadband signal single identification method provided by Embodiment 2 of the present invention;
图3为不同带宽的脉冲压缩对应的鱼群和单体与换能器的示意图;其中,图3中的(a)为距离换能器较远处的鱼群和单体示意图;Figure 3 is a schematic diagram of fish schools, cells and transducers corresponding to pulse compression of different bandwidths; (a) in Figure 3 is a schematic diagram of fish schools and cells far away from the transducer;
图3中的(b)为最小可分辨距离为cT'/2~cT/2范围中的鱼群示意图;(b) in Figure 3 is a schematic diagram of fish schools in the range of the minimum resolvable distance from cT'/2 to cT/2;
图3中的(c)为距离换能器较近的鱼群和单体示意图;(c) in Figure 3 is a schematic diagram of the fish school and individual fish that are close to the transducer;
图4为当单体鱼以及鱼群距离换能器位置处于图3中的(a)时的仿真识别结果图;其中,图4中的(a)为sig信号仿真图;图4中的(b)为峰值查找图;图4中的(c)为经过全带宽脉冲压缩筛选出的单体目标示意图;Figure 4 is a simulation recognition result diagram when the position of the single fish and fish group distance transducer is at (a) in Figure 3; wherein (a) in Figure 4 is a sig signal simulation diagram; (a) in Figure 4 b) is a peak search diagram; (c) in Figure 4 is a schematic diagram of a single target filtered out through full-bandwidth pulse compression;
图5为当单体鱼以及鱼群距离换能器位置处于图3中的(b)时的仿真识别结果图;其中,图5中的(a)为sig信号仿真图;图5中的(b)为全带宽峰值查找图;图5中的(c)为经过全带宽脉冲压缩筛选出的单体目标示意图;图5中的(d)为半带宽峰值查找图;图5中的(e)为经过半带宽脉冲压缩筛选出的单体目标示意图;Figure 5 is a simulation recognition result diagram when the position of the single fish and fish group distance transducer is at (b) in Figure 3; among them, (a) in Figure 5 is a sig signal simulation diagram; ( in Figure 5 b) is a full-bandwidth peak search diagram; (c) in Figure 5 is a schematic diagram of a single target filtered out through full-bandwidth pulse compression; (d) in Figure 5 is a half-bandwidth peak search diagram; (e) in Figure 5 ) is a schematic diagram of a single target selected through half-bandwidth pulse compression;
图6为当单体鱼以及鱼群距离换能器位置处于图3中的(c)时的仿真识别结果图;其中,图6中的(a)为sig信号仿真图;图6中的(b)为全带宽峰值查找图;图6中的(c)为经过全带宽脉冲压缩筛选出的单体目标示意图;图6中的(d)为半带宽峰值查找图;Figure 6 is a simulation recognition result diagram when the position of the single fish and fish distance transducer is at (c) in Figure 3; among them, (a) in Figure 6 is a sig signal simulation diagram; ( in Figure 6 b) is a full-bandwidth peak search diagram; (c) in Figure 6 is a schematic diagram of a single target filtered out through full-bandwidth pulse compression; (d) in Figure 6 is a half-bandwidth peak search diagram;
图6中的(e)为经过半带宽脉冲压缩筛选出的单体目标示意图;图6中的(f)为1/4带宽峰值查找图;图6中的(g)为经过1/4带宽脉冲压缩筛选出的单体目标示意图。(e) in Figure 6 is a schematic diagram of a single target filtered out through half-bandwidth pulse compression; (f) in Figure 6 is a 1/4-bandwidth peak search diagram; (g) in Figure 6 is a 1/4-bandwidth peak search diagram Schematic diagram of single targets screened out by pulse compression.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,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 of the present invention 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 of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.
本发明的目的是提供一种多线程宽带信号单体识别方法、系统及设备,降低了发射频率,提高了单体识别效率。The purpose of the present invention is to provide a multi-threaded broadband signal cell identification method, system and equipment, which reduces the transmission frequency and improves the cell identification efficiency.
为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图和具体实施方式对本发明作进一步详细的说明。In order to make the above objects, features and advantages of the present invention more obvious and understandable, the present invention will be described in further detail below with reference to the accompanying drawings and specific embodiments.
如图1所示,本发明提供了一种多线程宽带信号单体识别方法,包括:As shown in Figure 1, the present invention provides a multi-threaded broadband signal unit identification method, including:
步骤101:基于接收机的冲击响应信号的带宽以及脉宽,对待测目标的回波信号进行全带宽脉冲压缩并求包络,得到包络信号;所述回波信号是利用接收机接收由换能器发射一次线性调频信号至所述待测目标后返回的信号;所述冲击响应信号的带宽等于所述换能器的发射带宽,所述冲击响应信号的脉宽等于所述换能器的发射脉宽。Step 101: Based on the bandwidth and pulse width of the impulse response signal of the receiver, perform full-bandwidth pulse compression on the echo signal of the target to be measured and find the envelope to obtain the envelope signal; the echo signal is received by the receiver. The signal returned after the linear frequency modulation signal is emitted once by the transducer to the target to be measured; the bandwidth of the impulse response signal is equal to the transmission bandwidth of the transducer, and the pulse width of the impulse response signal is equal to the pulse width of the transducer. Transmit pulse width.
步骤102:基于幅度准则,判断所述包络信号的峰值是否符合待测目标的幅度范围,若是,执行步骤103,若否,执行步骤108。Step 102: Based on the amplitude criterion, determine whether the peak value of the envelope signal meets the amplitude range of the target to be measured. If yes, execute step 103. If not, execute step 108.
步骤103:将符合待测目标的幅度范围的所述包络信号的峰值确定为经过幅度准则后的峰值。Step 103: Determine the peak value of the envelope signal that conforms to the amplitude range of the target to be measured as the peak value after passing the amplitude criterion.
步骤104:判断相邻的经过幅度准则后的峰值的峰值间隔是否大于所述冲击响应信号的脉宽,若是,执行步骤105,若否,执行步骤106。Step 104: Determine whether the peak interval between adjacent peaks after passing the amplitude criterion is greater than the pulse width of the impulse response signal. If yes, execute step 105. If not, execute step 106.
步骤105:确定前一所述经过幅度准则后的峰值对应的待测目标为单体鱼。Step 105: Determine that the target to be measured corresponding to the peak value after passing the amplitude criterion is a single fish.
步骤106:缩短所述冲击响应信号的带宽以及脉宽,并利用修改后的带宽对所述回波信号进行脉冲压缩并求包络,得到修改后的包络信号。Step 106: Shorten the bandwidth and pulse width of the impulse response signal, and use the modified bandwidth to perform pulse compression and envelope calculation on the echo signal to obtain a modified envelope signal.
步骤107:将修改后的包络信号作为包络信号,并将修改后的脉宽作为所述冲击响应信号的脉宽,直至识别完所有待测目标;所述冲击响应信号的带宽为修改后的带宽的偶数倍;所述冲击响应信号的脉宽为修改后的脉宽的偶数倍;Step 107: Use the modified envelope signal as the envelope signal, and use the modified pulse width as the pulse width of the impulse response signal until all targets to be measured are identified; the bandwidth of the impulse response signal is is an even multiple of the bandwidth; the pulse width of the impulse response signal is an even multiple of the modified pulse width;
步骤108:确定所述待测目标为鱼群。Step 108: Determine the target to be measured to be a school of fish.
在实际应用中,步骤102,具体包括:基于幅度准则,选择窗大小为np的采样点对所述包络信号进行局部最大值查找,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果。In practical applications, step 102 specifically includes: based on the amplitude criterion, select a sampling point with a window size of np to perform a local maximum search on the envelope signal, and determine whether the peak value of the envelope signal meets the amplitude of the target to be measured. range, and get the first judgment result.
在实际应用中,等比例缩短所述冲击响应信号的带宽与所述冲击响应信号的脉宽。In practical applications, the bandwidth of the impulse response signal and the pulse width of the impulse response signal are shortened in equal proportions.
在实际应用中,基于所述换能器的发射带宽以及发射脉宽的长度确定所述冲击响应信号的带宽与所述冲击响应信号的脉宽的更改次数。In practical applications, the number of changes of the bandwidth of the impulse response signal and the pulse width of the impulse response signal is determined based on the emission bandwidth of the transducer and the length of the emission pulse width.
实施例二Embodiment 2
以更改两次冲击响应信号的带宽和脉宽为例,如图2所示。Take changing the bandwidth and pulse width of two impulse response signals as an example, as shown in Figure 2.
1)可根据需求选择分裂波束的换能器发射脉宽和带宽,选择较长脉宽和带宽的效果会更明显。换能器发射带宽为bw,脉宽为T的线性调频信号,接收机接收到的回波信号为sig。1) The pulse width and bandwidth of the split beam transducer can be selected according to the needs. The effect of choosing a longer pulse width and bandwidth will be more obvious. The transducer transmits a chirp signal with a bandwidth of bw and a pulse width of T, and the echo signal received by the receiver is sig.
2)对回波信号sig进行全带宽脉冲压缩并求包络,得到包络信号sigEnv。2) Perform full-bandwidth pulse compression on the echo signal sig and find the envelope to obtain the envelope signal sigEnv.
3)选择窗大小为np采样点进行局部最大值查找,并判断峰值是否符合待测目标的幅度范围得到经过幅度准则后的峰值pks。3) Select the window size to be np sampling points to search for local maximum values, and determine whether the peak value conforms to the amplitude range of the target to be measured to obtain the peak value pks after passing the amplitude criterion.
4)依次判断相邻两峰值间隔是否大于发射脉宽T,即判断pksi+1-pksi>T,若满足条件则前一峰值为单体目标,否则确定待测目标为群体;其中,i为识别出的符合峰值条件的匹配滤波的峰值个数。4) Determine in turn whether the interval between two adjacent peaks is greater than the emission pulse width T, that is, determine pks i+1 -pks i >T. If the conditions are met, the previous peak is a single target, otherwise the target to be measured is determined to be a group; where, i is the number of identified matched filtering peaks that meet the peak condition.
若经过筛选后无符合条件的峰值pksi,则开始进行新的脉冲压缩。If there is no peak pks i that meets the conditions after screening, a new pulse compression will be started.
5)对sig进行半带宽脉冲压缩接收机的冲击响应信号的带宽B2=bw/2,脉宽T'=T/2,经过脉压后求取包络的信号为sigEnv2。5) The bandwidth of the impulse response signal of the half-bandwidth pulse compression receiver for sig is B 2 =bw/2, the pulse width T' = T/2, and the envelope signal obtained after the pulse pressure is sigEnv 2 .
6)选择窗大小为np采样点进行局部最大值查找,并判断峰值是否符合待测目标的幅度范围得到经过幅度准则后的峰值pks'。6) Select the window size as np sampling point to search for the local maximum value, and determine whether the peak value conforms to the amplitude range of the target to be measured to obtain the peak value pks' after passing the amplitude criterion.
7)依次判断相邻两峰值间隔是否大于发射脉宽T'且小于T,即T'≤pks'i+1-pks'i<T,若满足条件则前一峰值为单体目标,否则为群体;若经过筛选后无符合条件的峰值pks'i则开始进行新的脉冲压缩。7) Determine in turn whether the interval between two adjacent peaks is greater than the emission pulse width T' and less than T, that is, T'≤pks' i+1 -pks' i <T. If the conditions are met, the previous peak is a single target, otherwise it is group; if there is no qualified peak pks' i after screening, a new pulse compression will be started.
8)对sig进行1/4带宽脉冲压缩接收机的冲击响应信号的带宽B4=bw/4,脉宽T”=T/4,经过脉压后求取包络的信号为sigEnv4。8) The bandwidth of the impulse response signal of the 1/4-bandwidth pulse compression receiver on sig is B 4 =bw/4, the pulse width T” = T/4, and the envelope signal obtained after the pulse pressure is sigEnv 4 .
9)选择窗大小为np采样点进行局部最大值查找,并判断峰值是否符合待测目标的幅度范围得到经过幅度准则后的峰值pks”。9) Select the window size as np sampling point to search for the local maximum value, and determine whether the peak value conforms to the amplitude range of the target to be measured to obtain the peak value pks after passing the amplitude criterion.
10)依次判断相邻两峰值间隔是否大于发射脉宽T”且小于T',即T”≤pks”i+1-pks”i<T',若满足则前一峰值为单体目标,否则为群体并结束判断。10) Determine in turn whether the interval between two adjacent peaks is greater than the emission pulse width T" and less than T', that is, T"≤pks" i+1 -pks" i <T', if satisfied, the previous peak is a single target, otherwise for the group and an end to judgment.
11)若带宽较长可再次进行1/8带宽脉冲压缩,方法不局限于脉冲压缩1/4带宽。11) If the bandwidth is longer, 1/8 bandwidth pulse compression can be performed again. The method is not limited to pulse compression of 1/4 bandwidth.
可见,换能器发射一次长脉宽,利用本发明即可分别筛选出如下三段范围内的单体目标,如图3所示,其中,图3中的(a)为距离较远处的单体和鱼群,此时换能器的最小可分辨距离为cT/2,可用全带宽进行脉压后进行区分,其中c为声波再水中传播的速度,取1500m/s。It can be seen that the transducer emits a long pulse width, and the present invention can be used to screen out individual targets within the following three ranges, as shown in Figure 3, where (a) in Figure 3 is a target that is farther away. For a single body and a school of fish, the minimum resolvable distance of the transducer at this time is cT/2, and the full bandwidth can be used to perform pulse pressure to distinguish, where c is the speed of sound wave propagation in water, which is taken as 1500m/s.
图3中的(b)为最小可分辨距离为cT'/2~cT/2范围中的鱼群,经过全带宽脉压后无法区分,需要使用半带宽脉压。(b) in Figure 3 shows fish schools in the minimum resolvable distance range of cT'/2 ~ cT/2. They cannot be distinguished after full-bandwidth pulse pressure, so half-bandwidth pulse pressure needs to be used.
图3中的(c)为距离换能器较近的鱼群和单体,即在最小可分辨距离为cT”/2~cT'/2范围中的鱼群,需选择1/4带宽进行脉压,若需要进一步区分距离换能器更近的鱼群和单体时,在原有发射脉宽长度允许的情况下可进行1/8、1/16等带宽的脉冲压缩。(c) in Figure 3 shows fish schools and individuals that are close to the transducer, that is, fish schools in the minimum resolvable distance range of cT”/2 ~ cT’/2, and 1/4 bandwidth needs to be selected. Pulse pressure, if it is necessary to further distinguish fish groups and individuals closer to the transducer, pulse compression with bandwidths of 1/8, 1/16, etc. can be performed if the original emission pulse width length allows.
仿真时使用中心频率200kHz,带宽100kHz,脉宽为8ms,采样频率Fs=2MHz,信噪比为5dB仿真鱼群数量为30条,目标强度在-45dB至-35dB之间随机选取。During simulation, the center frequency is 200kHz, the bandwidth is 100kHz, the pulse width is 8ms, the sampling frequency Fs=2MHz, the signal-to-noise ratio is 5dB, the number of simulated fish schools is 30, and the target intensity is randomly selected between -45dB and -35dB.
当鱼群与单体鱼处于如图3中的(a)所示位置时,仿真极端情况,即鱼群与单体相距为换能器的最小分辨距离约为cT/2=6m,经过全带宽脉冲压缩后单体识别结果如图4所示,图4中黑色圆点所示对应单体回波信号的脉冲压缩结果,即:包络;图4中的(b)的实线表示匹配滤波,图4中的(c)的实线表示全带宽脉冲压缩。When the fish school and the single fish are in the position shown in (a) in Figure 3, the extreme situation is simulated, that is, the distance between the fish school and the single fish is approximately cT/2=6m, and the minimum resolution distance of the transducer is about cT/2=6m. The cell identification results after bandwidth pulse compression are shown in Figure 4. The black dots in Figure 4 show the pulse compression results corresponding to the cell echo signals, that is, the envelope; the solid line in (b) in Figure 4 represents matching. Filtering, the solid line in (c) in Figure 4 represents full-bandwidth pulse compression.
当鱼群与单体鱼处于如图中的(b)所示位置时,仿真极端情况,即鱼群与单体相距为换能器的最小分辨距离约为cT'/2=3m,经过全带宽和半带宽脉冲压缩后单体识别结果,如图5所示,可得仅有半带宽的脉冲压缩可以识别出单体,图5中黑色圆点所示对应单体回波信号的脉冲压缩结果,即:包络;图5中的(b)和图5中的(d)的实线表示匹配滤波,图5中的(c)的实线表示全带宽脉冲压缩,图5中的(e)的实线表示半带宽脉冲压缩。When the fish school and the single fish are in the position shown in (b) in the figure, the extreme situation is simulated, that is, the distance between the fish school and the single fish is the minimum resolution distance of the transducer, which is approximately cT'/2=3m. The cell identification results after bandwidth and half-bandwidth pulse compression are shown in Figure 5. It can be seen that only half-bandwidth pulse compression can identify the cell. The black dots in Figure 5 correspond to the pulse compression of the cell echo signal. The result is: envelope; the solid lines in (b) and (d) in Figure 5 represent matched filtering, the solid line in (c) in Figure 5 represents full-bandwidth pulse compression, and ( in Figure 5 The solid line in e) represents half-bandwidth pulse compression.
当鱼群与单体鱼处于如图中的(c)所示位置时,仿真极端情况,即鱼群与单体相距为换能器的最小分辨距离约为cT”/2=1.5m,经过全带宽、半带宽、1/4带宽脉冲压缩后单体识别结果,如图6所示,可得仅有1/4带宽的脉冲压缩可以识别出单体,图6中黑色圆点所示对应单体回波信号的脉冲压缩结果,即:包络;图6中的(b)、图6中的(d)和图6中的(f)的实线表示匹配滤波,图6中的(c)的实线表示全带宽脉冲压缩,图6中的(e)的实线表示半带宽脉冲压缩,图6中的(g)的实线表示1/4带宽脉冲压缩。When the fish school and the single fish are in the position shown in (c) in the figure, the extreme situation is simulated, that is, the distance between the fish school and the single fish is the minimum resolution distance of the transducer, which is approximately cT”/2=1.5m. The monomer identification results after full-bandwidth, half-bandwidth, and 1/4-bandwidth pulse compression are shown in Figure 6. It can be seen that only 1/4-bandwidth pulse compression can identify the monomer, and the corresponding black dots in Figure 6 The pulse compression result of the single echo signal, that is, the envelope; the solid lines in (b), (d) and (f) in Figure 6 represent matched filtering, and ( in Figure 6 The solid line in c) represents full-bandwidth pulse compression, the solid line in (e) in Figure 6 represents half-bandwidth pulse compression, and the solid line in (g) in Figure 6 represents 1/4-bandwidth pulse compression.
图4-图6中横坐标为时间,单位为ms,纵坐标为幅度。In Figure 4-Figure 6, the abscissa is time, the unit is ms, and the ordinate is amplitude.
实施例三Embodiment 3
为了执行上述实施例一对应的方法,以实现相应的功能和技术效果,下面提供一种多线程宽带信号单体识别系统。In order to execute the method corresponding to the above-mentioned Embodiment 1 and achieve corresponding functions and technical effects, a multi-threaded broadband signal individual identification system is provided below.
一种多线程宽带信号单体识别系统,包括:A multi-threaded broadband signal unit identification system, including:
脉冲压缩模块,用于基于接收机的冲击响应信号的带宽以及脉宽,对待测目标的回波信号进行全带宽脉冲压缩并求包络,得到包络信号;所述回波信号是利用接收机接收由换能器发射一次线性调频信号至所述待测目标后返回的信号;所述冲击响应信号的带宽等于所述换能器的发射带宽,所述冲击响应信号的脉宽等于所述换能器的发射脉宽。The pulse compression module is used to perform full-bandwidth pulse compression on the echo signal of the target to be measured based on the bandwidth and pulse width of the receiver's impulse response signal and find the envelope to obtain the envelope signal; the echo signal is obtained by using the receiver Receive the signal returned after the linear frequency modulation signal is emitted once by the transducer to the target to be measured; the bandwidth of the impulse response signal is equal to the transmission bandwidth of the transducer, and the pulse width of the impulse response signal is equal to the frequency modulation signal of the transducer. The transmitter pulse width.
第一判断模块,用于基于幅度准则,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果。The first judgment module is used to judge whether the peak value of the envelope signal conforms to the amplitude range of the target to be measured based on the amplitude criterion, and obtain a first judgment result.
经过幅度准则后的峰值确定模块,用于若第一判断结果表示为是,将符合待测目标的幅度范围的所述包络信号的峰值确定为经过幅度准则后的峰值。The peak value determination module after passing the amplitude criterion is used to determine the peak value of the envelope signal that conforms to the amplitude range of the target to be measured as the peak value after passing the amplitude criterion if the first judgment result indicates yes.
第二判断模块,用于判断相邻的经过幅度准则后的峰值的峰值间隔是否大于所述冲击响应信号的脉宽,得到第二判断结果。The second judgment module is used to judge whether the peak interval between adjacent peaks after passing the amplitude criterion is greater than the pulse width of the impulse response signal, and obtain a second judgment result.
单体鱼确定模块,用于若所述第二判断结果表示为是,确定前一所述经过幅度准则后的峰值对应的待测目标为单体鱼。A single fish determination module, configured to determine that the target to be measured corresponding to the previous peak after passing the amplitude criterion is a single fish if the second judgment result indicates yes.
带宽和脉冲更改模块,用于若所述第二判断结果表示为否,缩短所述冲击响应信号的带宽以及脉宽,并利用修改后的带宽对所述回波信号进行脉冲压缩并求包络,得到修改后的包络信号。Bandwidth and pulse changing module, configured to shorten the bandwidth and pulse width of the impulse response signal if the second judgment result is negative, and use the modified bandwidth to perform pulse compression on the echo signal and find the envelope , get the modified envelope signal.
识别模块,用于将修改后的包络信号作为包络信号,并将修改后的脉宽作为所述冲击响应信号的脉宽,直至识别完所有待测目标;所述冲击响应信号的带宽为修改后的带宽的偶数倍;所述冲击响应信号的脉宽为修改后的脉宽的偶数倍。The identification module is used to use the modified envelope signal as the envelope signal, and use the modified pulse width as the pulse width of the impulse response signal until all targets to be measured are identified; the bandwidth of the impulse response signal is The pulse width of the impulse response signal is an even multiple of the modified bandwidth; the pulse width of the impulse response signal is an even multiple of the modified pulse width.
鱼群确定模块,用于若所述第一判断结果表示为否,确定所述待测目标为鱼群。A fish school determination module, configured to determine that the target to be measured is a fish school if the first judgment result indicates no.
在实际应用中,第一判断模块,具体包括:局部最大值查找单元,用于基于幅度准则,选择窗大小为np的采样点对所述包络信号进行局部最大值查找,判断所述包络信号的峰值是否符合待测目标的幅度范围,得到第一判断结果。In practical applications, the first judgment module specifically includes: a local maximum search unit, which is used to select a sampling point with a window size of np to search for the local maximum of the envelope signal based on the amplitude criterion, and determine the envelope. Whether the peak value of the signal conforms to the amplitude range of the target to be measured is the first judgment result.
在实际应用中,所述冲击响应信号的带宽与所述冲击响应信号的脉宽等比例缩短。In practical applications, the bandwidth of the impulse response signal is shortened in proportion to the pulse width of the impulse response signal.
在实际应用中,所述冲击响应信号的带宽与所述冲击响应信号的脉宽的更改次数由所述换能器的发射带宽以及发射脉宽的长度确定。In practical applications, the bandwidth of the impulse response signal and the number of changes of the pulse width of the impulse response signal are determined by the emission bandwidth of the transducer and the length of the emission pulse width.
实施例四Embodiment 4
一种电子设备,包括存储器及处理器,所述存储器用于存储计算机程序,所述处理器运行所述计算机程序以使所述电子设备执行上述所述的多线程宽带信号单体识别方法。An electronic device includes a memory and a processor. The memory is used to store a computer program. The processor runs the computer program to cause the electronic device to execute the multi-threaded broadband signal individual identification method described above.
一种计算机可读存储介质,其存储有计算机程序,所述计算机程序被处理器执行时实现上述所述的多线程宽带信号单体识别方法。A computer-readable storage medium stores a computer program. When the computer program is executed by a processor, the multi-threaded broadband signal single identification method described above is implemented.
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。对于实施例公开的系统而言,由于其与实施例公开的方法相对应,所以描述的比较简单,相关之处参见方法部分说明即可。Each embodiment in this specification is described in a progressive manner. Each embodiment focuses on its differences from other embodiments. The same and similar parts between the various embodiments can be referred to each other. As for the system disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple. For relevant details, please refer to the description in the method section.
本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处。综上所述,本说明书内容不应理解为对本发明的限制。This article uses specific examples to illustrate the principles and implementation methods of the present invention. The description of the above embodiments is only used to help understand the method and the core idea of the present invention; at the same time, for those of ordinary skill in the art, according to the present invention There will be changes in the specific implementation methods and application scope of the ideas. In summary, the contents of this description should not be construed as limitations of the present invention.
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311538478.5A CN117572437A (en) | 2023-11-17 | 2023-11-17 | A multi-threaded broadband signal unit identification method, system and equipment |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311538478.5A CN117572437A (en) | 2023-11-17 | 2023-11-17 | A multi-threaded broadband signal unit identification method, system and equipment |
Publications (1)
Publication Number | Publication Date |
---|---|
CN117572437A true CN117572437A (en) | 2024-02-20 |
Family
ID=89887529
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202311538478.5A Pending CN117572437A (en) | 2023-11-17 | 2023-11-17 | A multi-threaded broadband signal unit identification method, system and equipment |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN117572437A (en) |
-
2023
- 2023-11-17 CN CN202311538478.5A patent/CN117572437A/en active Pending
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102539530B (en) | Method for measuring echo reduction/reflection coefficient of underwater sound passive material based on time reversal focusing | |
CN109655834B (en) | Multi-beam sonar sounding method and system based on constant false alarm detection | |
CN109991590B (en) | System and method for testing low-frequency emission characteristic of transducer in pressure tank in limited space | |
CN106154276A (en) | Deep seafloor parameter inversion method based on bottom reverberation and propagation loss | |
CN105066918A (en) | Ultrasonic underwater target thickness measuring system and thickness measuring method | |
CN112780259B (en) | Method and device for determining well cementation quality and storage medium | |
CN103149274B (en) | A kind of concrete defect detection method | |
CN105929385A (en) | Bi-hydrophone LOFAR (low frequency analysis record) spectrogram analysis-based target depth distinguishing method | |
CN111709386A (en) | A method and system for classification of underwater shallow strata profile images | |
Khodabandeloo et al. | Nonlinear crosstalk in broadband multi-channel echosounders | |
RU2550576C1 (en) | Method to measure distance to noisy object | |
RU2262121C2 (en) | Method of classification of noisy objects | |
US20130235699A1 (en) | System and method of range estimation | |
CN109932697B (en) | Weak target detection method based on compressed sensing | |
CN108398690A (en) | A kind of seabed backscatter intensity measurement method | |
US5815465A (en) | Method and apparatus of classifying marine sediment | |
CN106556827A (en) | Double receipts networking type target detection systems and method are sent out to the double of sound scattering based on front | |
CN117572437A (en) | A multi-threaded broadband signal unit identification method, system and equipment | |
EP1631840A2 (en) | Estimation of background noise and its effect on sonar range estimation | |
WO2005006009A2 (en) | Noise adaptive sonar signal processor | |
JP6024413B2 (en) | measuring device | |
Qu et al. | Measuring the sound speed in deep-sea first sediment layer using a high-frequency submersible sub-bottom profiler: Method and sea trial application | |
CN111189912B (en) | A transmission reference ultrasonic detection method, device and storage medium | |
Jones et al. | Broadband classification and statistics of echoes from aggregations of fish measured by long-range, mid-frequency sonar | |
Liu et al. | Effects of fast Fourier transform window size on the target strength spectra of tungsten carbide spheres |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |