CN108896981A - A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system - Google Patents

A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system Download PDF

Info

Publication number
CN108896981A
CN108896981A CN201810436645.8A CN201810436645A CN108896981A CN 108896981 A CN108896981 A CN 108896981A CN 201810436645 A CN201810436645 A CN 201810436645A CN 108896981 A CN108896981 A CN 108896981A
Authority
CN
China
Prior art keywords
analog
signal
sonar
digital converter
former
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
Application number
CN201810436645.8A
Other languages
Chinese (zh)
Inventor
张舒皓
杨力
马晓川
詹飞
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Institute of Acoustics CAS
Original Assignee
Institute of Acoustics CAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Institute of Acoustics CAS filed Critical Institute of Acoustics CAS
Priority to CN201810436645.8A priority Critical patent/CN108896981A/en
Publication of CN108896981A publication Critical patent/CN108896981A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/523Details of pulse systems
    • G01S7/526Receivers
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO 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
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/534Details of non-pulse systems

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)

Abstract

The invention discloses a kind of acquisitions of time-sharing multiplex sonar array data and beam-forming device and system, for acquiring the analog signal of N number of hydrophone of sonar system and carrying out Wave beam forming processing, described device includes a sequentially connected analog switch, an analog-digital converter and a Beam-former;The analog switch connects N number of hydrophone and is used within a sonar system sampling period, and the road N analog signal is input to analog-digital converter respectively;The analog-digital converter, for being input to Beam-former after carrying out digitized sampling to the analog signal of input;The Beam-former is used to carry out adjacent two paths of signals delay compensation, and carries out Wave beam forming processing, beamformer output result to N railway digital signal.The signal that an analog-digital converter acquires multiple array elements is used only in the device of the invention, and structure is simple;And by the way of asynchronous-sampling, sampling holder is not needed;The circuit of the device of the invention and system is simple, and cost is relatively low.

Description

A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system
Technical field
The present invention relates to active Sonar signal process field, in particular to a kind of time-sharing multiplex sonar array data acquisition with Beam-forming device and system.
Background technique
Array signal processing is one of core function of sonar.The purpose is to the signals by receiving array to carry out Processing enhances useful signal, inhibits useless interference and noise, while extracting the feature of useful signal and signal is included Information.Space directivity gain can be obtained by array signal processing;Airspace filter is carried out, to inhibit space interference and ring Border noise improves spatial discrimination and interference rejection capability;Estimate the arrival bearing of signal, is signal source Positioning Creates condition, from And realize the detection and tracking, Azimuth & Range estimation to target.Array signal processing is widely used in sonar, has important Meaning.
In multi-channel digital sonar array system, the signal to each channel is needed to sample.It is subsequent for convenience Array signal processing, mostly use each Channel Synchronous sample mode.Generally there are two types of methods for the realization of synchronized sampling, a kind of Method is to use independent analog-digital converter, all analog-digital converter common clocks, synchronous acquisition synchronization per signal all the way Signal;Another method, by synchronization, is temporarily stored per signal all the way, so using multiple sampling holders Afterwards by analog switch, successively by per amplitude input analog-to-digital converter all the way, it is quantified as digital signal.For method one, The shortcomings that how many road analog signal input just needing how many a analog-digital converters there is, when array scale is larger, cost Height, circuit are complicated;Method two only used an analog-digital converter relative to method one, but still use is needed to believe with input The identical sampling holder of number amount, it is still desirable to more complicated circuit and higher cost.
Summary of the invention
It is an object of the invention to overcome above-mentioned technological deficiency, under the premise of keeping system performance constant, simplify sonar The circuit of array signal acquisition system thus proposes a kind of new circuit design, an analog-digital converter is used only, and use is different The mode of sampling is walked, the improvement of associative array signal processing is guaranteeing array signal processing effect and synchronous sampling method Under the premise of identical, circuit is simplified, reduces system cost.
To achieve the goals above, the invention proposes a kind of acquisitions of time-sharing multiplex sonar array data fills with Wave beam forming It sets, for acquiring the analog signal of N number of hydrophone of sonar system and carrying out Wave beam forming processing, described device includes successively connecting An analog switch, an analog-digital converter and the Beam-former connect;
The analog switch connects N number of hydrophone, for respectively simulating the road N within a sonar system sampling period Signal is input to analog-digital converter;
The analog-digital converter, for being transmitted to Beam-former after carrying out digitized sampling to the analog signal of input;
The Beam-former for carrying out delay compensation to adjacent two paths of signals, and carries out wave beam to N railway digital signal Formation processing, beamformer output result.
As a kind of improvement of above-mentioned apparatus, the sample rate of the analog-digital converter is the N of sonar system sample rate f s Times.
As a kind of improvement of above-mentioned apparatus, the analog-digital converter is Δ t=to the time delay of adjacent two-way analog signal 1/(N×fs)。
As a kind of improvement of above-mentioned apparatus, the beam signal Y of the Beam-former outputasync(ω) is:
Wherein, n indicates the label of sonar system array element, 1≤n≤N;The π of ω=2 fs is the angular frequency of signal;Sn(ω) table Show the signal of n-th of array element, Hn(ω) is the transfer function using n-th of array element when synchronous sampling mode.
The present invention also provides a kind of acquisition of time-sharing multiplex sonar array data and Beam Forming Systems, for acquiring sonar The analog signal of N number of hydrophone of system simultaneously carries out Wave beam forming processing, and the system comprises K analog switches and mould in parallel Number converter, the K analog-digital converter are connected to a Beam-former;
Each analog switch connects M hydrophone, is used within a sonar system sampling period, respectively by the road M Collection of simulant signal is transmitted to analog-digital converter;N=K × M;
Each analog-digital converter, for being transmitted after carrying out digitized sampling to the analog signal of M hydrophone input To Beam-former;
The Beam-former, for carrying out delay compensation to N railway digital signal and carrying out Wave beam forming processing, output wave Beam signal.
As a kind of improvement of above system, the sample frequency of the K analog-digital converter is identical, samples for sonar system M times of fs.
As a kind of improvement of above system, each analog-digital converter is Δ to the time delay of adjacent two-way analog signal T=1/ (M × fs).
As a kind of improvement of above system, the beam signal Y of the Beam-former outputasync(ω) is:
Wherein, n indicates the label of sonar system array element, 1≤n≤N;K indicates group number, 1≤k≤K;Sn(ω) indicates n-th The signal of a array element, Hn(ω) is the transfer function using n-th of array element when synchronous sampling mode.
The advantage of the invention is that:
1, the signal that an analog-digital converter acquires multiple array elements is used only in the device of the invention, and structure is simple;
2, the device of the invention does not need sampling holder by the way of asynchronous-sampling;
3, multiple devices can be used to carry out the acquisition of large scale array signal in system of the invention;
4, the device of the invention and system simplify circuit, reduce costs under the premise of keeping sample effect.
Detailed description of the invention
Fig. 1 is the schematic diagram of time-sharing multiplex sonar array the data acquisition and beam-forming device of the embodiment of the present invention 1;
Fig. 2 is the Beam-former transfer function schematic diagram of the embodiment of the present invention 1;
Fig. 3 is the schematic diagram of time-sharing multiplex sonar array the data acquisition and Beam Forming System of the embodiment of the present invention 2;
Fig. 4 is the circuit connection diagram of the system of the embodiment of the present invention 2.
Specific embodiment
The present invention will be described in detail in the following with reference to the drawings and specific embodiments.
Embodiment 1
As described in Figure 1, a kind of acquisition of time-sharing multiplex sonar array data and Wave beam forming that the embodiment of the present invention 1 provides Device, the signal of N number of hydrophone for acquiring sonar system have the input of the road N analog signal.The mould of the road N hydrophone output Quasi- signal passes through the same analog switch jointly, is connected to analog-digital converter;The sample rate of analog-digital converter is adopted for sonar system N times of sample fs, i.e. N × fs;Within a sonar system sampling period, each road signal is input to modulus respectively and turned by analog switch Parallel operation;Analog-digital converter to the sampling of adjacent two-way analog signal there are delay inequality Δ t=1/ (N × fs), need by time delay into Row compensation, then exports to Beam-former, and N road analog signal compensated to time delay carries out Wave beam forming processing, output wave Beam signal.
When using synchronous sampling mode, the wave beam that sonar system carries out conventional beamformer processing exports Ysync(ω) For:
In formula (1), the π of ω=2 fsIt is the angular frequency of signal;Sn(ω) indicates the signal of n-th of array element, Hn(ω) is to use The transfer function (weighting function) of n-th of array element when synchronous sampling mode.
In the present embodiment, on the basis of No. 1 array element, time delay Δ t present in neighbouring sample is compensated, wave beam The wave beam that shaper carries out conventional beamformer processing exports Yasync(ω) is:
Wherein, n indicates the label of sonar system array element, 1≤n≤N;
In the present embodiment, the sampling of adjacent two-way analog signal is compensated there are delay inequality Δ t according to formula (2) The transfer function of Beam-former is as shown in Figure 2.
Embodiment 2
As shown in figure 3, the embodiment of the present invention 2 provides a kind of time-sharing multiplex sonar array number on the basis of embodiment 1 According to acquisition and Beam Forming System.
Since switch chip has the limitation for connecting delay and input channel number, when analog-digital converter is established in the presence of sampling Between and the limitation of maximum sample rate cannot achieve any number of simulations when using single analog switch and single analog-digital converter Input channel shares an analog-digital converter.In order to solve this problem, in the present embodiment, any number of hydrophones are carried out Grouping, specific method:According to the performance of analog switch and the performance of modulus conversion chip, single analog-digital converter institute energy is determined N number of hydrophone is decomposed into K=N/M and (rounded up) group by the maximum analog number of signals M of acquisition, and every group using a simulation Switch and an analog-digital converter, as shown in Figure 3.Realize that N number of water is listened using K analog switch and K analog-digital converter The use frequency of the Signal processing of sonar of device, K analog-digital converter is identical, is M times of sonar system sampling fs;At this point, every There are delay inequality Δ t=1/ (M × fs) for the sampling of adjacent two-way analog signal in group, after being compensated to the delay, wave beam The wave beam that shaper carries out conventional beamformer processing exports Yasync(ω) is:
In formula (3), n indicates the label of sonar system array element, 1≤n≤N;K indicates group number, 1≤k≤K;Sn(ω) is indicated The signal of n-th of array element, Hn(ω) is the transfer function using n-th of array element when synchronous sampling mode.
The explanation of scheme is carried out by taking the sonar alignment array 1 system of 32 array elements as an example.
Sonar linear array is structured the formation according to the interval of d, and the sample rate of system is that fs (according to the needs of sonar system, will be adopted Sample rate is set as 48kHz), using MUX36S16 analog switch chip, AD7982 modulus conversion chip, TMS320C6748 number Signal processing chip.AD7982 is a 18, successive approximation modulus conversion chip, which has low-power consumption, high speed Feature, maximum sample rate are 1MSPS.MUX36S16 is modern complementary metal oxide semiconductor analog multiplexer, can be mentioned For 16:1 single ended channels;Its turn-on and turn-off leakage current is lower, allows such multiplexer high defeated with minimal error conversion Enter the signal of source of resistance transmission.TMS320C6748 is the Floating-point DSP of a Low Power High Performance, and dominant frequency 456MHz calculates energy Power reaches 2476MFLOPS.
Circuit diagram is as shown in figure 4,32 array elements (i.e. N=32) are divided into two groups (i.e. K=2), every group of 16 array element (i.e. M =16).1~No. 16 array element and a piece of analog switch MUX36S16 and a piece of modulus conversion chip AD7982 are as one group;17 ~No. 32 array elements and a piece of analog switch MUX36S16 and a piece of modulus conversion chip AD7982 are as another group.Cope and drag pattern Quasi- switch MUX36S16 common clock and gating signal, two panels modulus conversion chip AD7982 common clock and enabled letter Number.The sonar sample rate that the work sample rate of modulus conversion chip is 16 times, as 16*fs=768kHz, the sample rate are less than The device of the maximum sample rate of modulus conversion chip, selection can satisfy the needs of the sample rate;In each group, adjacent two The sampling time interval of a array element is 1/ (16*fs).In Beam-former, using frequency-domain beamforming.Below with linear array The conventional beamformer weight (i.e. transfer function) of abeam direction angle theta illustrates the problem.
It is as a reference point with No. 1 array element, i.e. element position 0;The element position of No. 2 array element is d, the array element position of No. 3 array element It is set to 2d ..., the element position of No. 32 array element is 31d.
Weighted value (the H i.e. in formula (1) of 1~No. 32 conventional beamformer of array element under synchronized samplingn(ω))。
(weight of i.e. n-th array element is)
Wherein the π of ω=2 f is the angular frequency of signal,cIt is the velocity of sound, d is array element spacing
Due to there is the time delay of sampling, need in w aboven-syncThe middle time delay for generating sampling compensates, according to formula (3) it is as shown in table 1 below to obtain compensated weight:
Table 1:Beam-former weight table
Corresponding array element input signal is weighted using the weight of upper table, add up can be obtained conventional wave beam shape later At output:
Data acquisition and Wave beam forming are carried out according to the above process, it can obtain carrying out after sampling with 32 Channel Synchronous The identical result of conventional beamformer process.
It should be noted last that the above examples are only used to illustrate the technical scheme of the present invention and are not limiting.Although ginseng It is described the invention in detail according to embodiment, those skilled in the art should understand that, to technical side of the invention Case is modified or replaced equivalently, and without departure from the spirit and scope of technical solution of the present invention, should all be covered in the present invention Scope of the claims in.

Claims (8)

1. a kind of time-sharing multiplex sonar array data acquisition and beam-forming device, for acquiring N number of hydrophone of sonar system Analog signal and carry out Wave beam forming processing, which is characterized in that described device includes sequentially connected analog switch, one A analog-digital converter and a Beam-former;
The analog switch connects N number of hydrophone, is used within a sonar system sampling period, respectively by the road N analog signal It is input to analog-digital converter;
The analog-digital converter, for being transmitted to Beam-former after carrying out digitized sampling to the analog signal of input;
The Beam-former for carrying out delay compensation to adjacent two paths of signals, and carries out Wave beam forming to N railway digital signal Processing, beamformer output result.
2. time-sharing multiplex sonar array data acquisition according to claim 1 and beam-forming device, which is characterized in that institute The sample rate for stating analog-digital converter is N times of sonar system sample rate f s.
3. time-sharing multiplex sonar array data acquisition according to claim 2 and beam-forming device, which is characterized in that institute Stating analog-digital converter is Δ t=1/ (N × fs) to the time delay of adjacent two-way analog signal.
4. time-sharing multiplex sonar array data acquisition according to claim 3 and beam-forming device, which is characterized in that institute State the beam signal Y of Beam-former outputasync(ω) is:
Wherein, n indicates the label of sonar system array element, 1≤n≤N;The π of ω=2 fs is the angular frequency of signal;Sn(ω) indicates n-th The signal of a array element, Hn(ω) is the transfer function using n-th of array element when synchronous sampling mode.
5. a kind of time-sharing multiplex sonar array data acquisition and Beam Forming System, for acquiring N number of hydrophone of sonar system Analog signal and carry out Wave beam forming processing, which is characterized in that the system comprises K in parallel analog switches and modulus to turn Parallel operation, the K analog-digital converter are connected to a Beam-former;
Each analog switch connects M hydrophone, for respectively simulating the road M within a sonar system sampling period Signal acquisition is input to analog-digital converter;N=K × M;
Each analog-digital converter, for being transmitted to wave after carrying out digitized sampling to the analog signal of M hydrophone input Beamformer;
The Beam-former, for carrying out delay compensation to N railway digital signal and carrying out Wave beam forming processing, beamformer output letter Number.
6. time-sharing multiplex sonar array data acquisition according to claim 1 and Beam Forming System, which is characterized in that institute The sample frequency for stating K analog-digital converter is identical, M times for sampling fs for sonar system.
7. time-sharing multiplex sonar array data acquisition according to claim 6 and Beam Forming System, which is characterized in that institute Stating each analog-digital converter is Δ t=1/ (M × fs) to the time delay of adjacent two-way analog signal.
8. time-sharing multiplex sonar array data acquisition according to claim 7 and Beam Forming System, which is characterized in that institute State the beam signal Y of Beam-former outputasync(ω) is:
Wherein, n indicates the label of sonar system array element, 1≤n≤N;K indicates group number, 1≤k≤K;Sn(ω) indicates n-th of array element Signal, Hn(ω) is the transfer function using n-th of array element when synchronous sampling mode.
CN201810436645.8A 2018-05-09 2018-05-09 A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system Pending CN108896981A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810436645.8A CN108896981A (en) 2018-05-09 2018-05-09 A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810436645.8A CN108896981A (en) 2018-05-09 2018-05-09 A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system

Publications (1)

Publication Number Publication Date
CN108896981A true CN108896981A (en) 2018-11-27

Family

ID=64342680

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810436645.8A Pending CN108896981A (en) 2018-05-09 2018-05-09 A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system

Country Status (1)

Country Link
CN (1) CN108896981A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112748435A (en) * 2020-12-16 2021-05-04 中国船舶重工集团有限公司第七一0研究所 Submarine mine detonator sonar signal detection hydrophone array and detection value comparison circuit

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5005419A (en) * 1988-06-16 1991-04-09 General Electric Company Method and apparatus for coherent imaging system
CN1568477A (en) * 2001-08-17 2005-01-19 图马兹科技有限公司 Hybrid digital/analog processing circuit
CN103792512A (en) * 2014-02-24 2014-05-14 哈尔滨工程大学 Near-field three-dimensional passive positioning method based on horizontal line array
CN104122851A (en) * 2013-04-26 2014-10-29 中国科学院声学研究所 Multichannel large-dynamic range data acquisition system
CN105024745A (en) * 2015-05-31 2015-11-04 中国电子科技集团公司第十研究所 Method for adjusting time delays of multiple broadband receiving signals
CN105681770A (en) * 2016-03-17 2016-06-15 天津超智海洋科技有限公司 Multiple DSP sonar signal parallel processing system
CN105897351A (en) * 2014-12-15 2016-08-24 中国空间技术研究院 Uplink and downlink wave beam shaping measure system and method
CN106324602A (en) * 2016-07-29 2017-01-11 中国科学院声学研究所 MIMO sonar system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5005419A (en) * 1988-06-16 1991-04-09 General Electric Company Method and apparatus for coherent imaging system
CN1568477A (en) * 2001-08-17 2005-01-19 图马兹科技有限公司 Hybrid digital/analog processing circuit
CN104122851A (en) * 2013-04-26 2014-10-29 中国科学院声学研究所 Multichannel large-dynamic range data acquisition system
CN103792512A (en) * 2014-02-24 2014-05-14 哈尔滨工程大学 Near-field three-dimensional passive positioning method based on horizontal line array
CN105897351A (en) * 2014-12-15 2016-08-24 中国空间技术研究院 Uplink and downlink wave beam shaping measure system and method
CN105024745A (en) * 2015-05-31 2015-11-04 中国电子科技集团公司第十研究所 Method for adjusting time delays of multiple broadband receiving signals
CN105681770A (en) * 2016-03-17 2016-06-15 天津超智海洋科技有限公司 Multiple DSP sonar signal parallel processing system
CN106324602A (en) * 2016-07-29 2017-01-11 中国科学院声学研究所 MIMO sonar system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112748435A (en) * 2020-12-16 2021-05-04 中国船舶重工集团有限公司第七一0研究所 Submarine mine detonator sonar signal detection hydrophone array and detection value comparison circuit
CN112748435B (en) * 2020-12-16 2023-01-20 中国船舶重工集团有限公司第七一0研究所 Mine fuze sonar signal detection hydrophone array and detection value updating circuit

Similar Documents

Publication Publication Date Title
CN107329134B (en) Wave control array ultra wide band radar antenna array based on array element feed waveform control
US4170766A (en) Beamformer
CN105024745B (en) Time delay adjusting method under multichannel wideband received signal radio frequency sampling
O'Donnell et al. Real-time phased array imaging using digital beam forming and autonomous channel control
CN108387877B (en) Moving target phase correction method of multi-input multi-output radar
CN106291605B (en) A kind of satellite navigation anti-interference reception system
CN101109810B (en) Method for improving tracing precision of digital single pulse system
CN102445679A (en) Direction finding method for three-channel spatial spectrum estimation direction finding system
CN105911521B (en) Associated wireless electric signal complex envelope and the direct localization method of the over-the-horizon target of carrier phase information
US10193223B2 (en) Modular parallel beamforming system and associated methods
CN112505622B (en) High-precision single-base-station indoor positioning method
CN109597021B (en) Direction-of-arrival estimation method and device
CN109709542A (en) A kind of portable system for high-frequency earth wave radar
CN106802593A (en) Radar echo simulator high accuracy delay control method and radar echo simulator
CN108896981A (en) A kind of acquisition of time-sharing multiplex sonar array data and beam-forming device and system
CN113376570A (en) Correlation interferometer real-time direction finding method based on channelization processing
CN103399030B (en) A kind of system and method for realizing answer signal phase difference detection under blank pipe 3/A pattern
CN103812576B (en) Adaptive Anti-jamming antenna channel integrated system
CN105372644B (en) One kind is based on the modified Adaptive beamformer method and system of dynamic weight
CN109581291B (en) Direct positioning method based on artificial bee colony
CN110208736B (en) Non-circular signal uniform array direction-of-arrival angle estimation method based on fourth-order cumulant
JP7070243B2 (en) Arrival direction estimation device
CN115361741B (en) High-precision channel signal delay automatic calibration device and method
CN112098927B (en) Multi-channel direction finding method based on signal synthesis
CN111308435A (en) Frequency-variable multi-delay centralized MIMO radar signal processing method

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
RJ01 Rejection of invention patent application after publication

Application publication date: 20181127

RJ01 Rejection of invention patent application after publication