CN109600182A - Channelization detection method and system in satellite-borne electromagnetic spectrum monitoring - Google Patents

Channelization detection method and system in satellite-borne electromagnetic spectrum monitoring Download PDF

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Publication number
CN109600182A
CN109600182A CN201811463529.1A CN201811463529A CN109600182A CN 109600182 A CN109600182 A CN 109600182A CN 201811463529 A CN201811463529 A CN 201811463529A CN 109600182 A CN109600182 A CN 109600182A
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signal
sub
channels
detected
detection threshold
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冉元进
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Huizhong Xingzhi Technology Beijing Co ltd
Ningxia Jingui Information Technology Co ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/40Monitoring; Testing of relay systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/14Relay systems
    • H04B7/15Active relay systems
    • H04B7/185Space-based or airborne stations; Stations for satellite systems
    • H04B7/1851Systems using a satellite or space-based relay
    • H04B7/18519Operations control, administration or maintenance

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Electromagnetism (AREA)
  • Astronomy & Astrophysics (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • General Physics & Mathematics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)

Abstract

The invention discloses a channelization detection method and a channelization detection system in satellite-borne electromagnetic spectrum monitoring, which can extract effective signals of each sub-channel after performing channelization processing on collected signals, splice and combine the signals of each sub-channel, and finally continuously detect continuous signals through detection thresholds of each sub-channel, thereby avoiding missing detection and error detection of the collected signals and further improving the accuracy of signal detection.

Description

Channelizing detection method and system in a kind of spaceborne electromagnetic spectrum monitoring
Technical field
This application involves the channelizings in spaceborne technical field of information processing more particularly to a kind of spaceborne electromagnetic spectrum monitoring Detection method and system.
Background technique
With the development of space technology, during satellite is realized reception and is forwarded to spacing wave, electromagnetic spectrum monitoring It is more important.During satellite is realized reception and is forwarded to spacing wave, if being extracted after detecting useful signal on star, Useful signal number transfer efficiency in electromagnetic spectrum monitoring can greatly be improved.
Each sub-channel spectra and thresholding have obtained, can according in Threshold detection subchannel with the presence or absence of effective narrow band signal frequency Spectrum.If every sub-channels individually make frequency domain detection, if there is signal is just in the position that two sub-channels overlap, channelizing can be incited somebody to action Effective target signal is divided on two sub-channels, and the signal spectrum presented on every sub-channels can be than the frequency of entire useful signal Bands of a spectrum width has the risk of false retrieval or missing inspection.
Summary of the invention
It is existing to solve the present invention provides the channelizing detection method and system in a kind of spaceborne electromagnetic spectrum monitoring Effective target signal can be divided on two sub-channels by channelizing in technology, and the signal spectrum presented on every sub-channels can compare The spectral band width of entire useful signal, there is the problem of false retrieval or risk of missing inspection.
Its specific technical solution is as follows:
A kind of channelizing detection method in spaceborne electromagnetic spectrum monitoring, which comprises
Channelizing processing is carried out to acquisition signal, obtains the corresponding time-domain signal of each sub-channels;
FFT transform is carried out to the corresponding signal of each sub-channels, obtains the corresponding frequency-region signal of each sub-channels;
According to the corresponding frequency-region signal of subchannel, the corresponding detection threshold of each sub-channels is calculated, and obtains each height letter The corresponding detection threshold in road:
The useful signal in each sub-channels is extracted, and the useful signal is spliced on continuous frequency domain and is connected Continuous signal to be detected;
Continuous signal to be detected is continuously detected according to the corresponding detection threshold of each sub-channels, and has been extracted Effect has frequency point.
Optionally, continuous signal to be detected is continuously detected according to the corresponding detection threshold of each sub-channels, is wrapped It includes:
Determine useful signal corresponding bandwidth on continuous frequency domain;
Determine the corresponding detection threshold of each bandwidth;
When continuously being detected, each bandwidth is detected using corresponding detection threshold respectively.
A kind of channelizing detection system in spaceborne electromagnetic spectrum monitoring, the system comprises:
Channelization block obtains the corresponding time-domain signal of each sub-channels for carrying out channelizing processing to acquisition signal;
It is corresponding to obtain each sub-channels for carrying out FFT transform to the corresponding signal of each sub-channels for FFT transform module Frequency-region signal;
Threshold generation module, for calculating the corresponding detection door of each sub-channels according to the corresponding frequency-region signal of subchannel Limit, and obtain the corresponding detection threshold of each sub-channels;
Processing module, for extracting the useful signal in each sub-channels, and by the useful signal in continuous frequency Splicing obtains continuous signal to be detected on domain;According to the corresponding detection threshold of each sub-channels to continuous signal to be detected into The continuous detection of row, and extract and effectively have frequency point.
Optionally, the processing module is specifically used for determining useful signal corresponding bandwidth on continuous frequency domain;It determines The corresponding detection threshold of each bandwidth;When continuously being detected, each bandwidth is carried out using corresponding detection threshold respectively Detection.
Channelizing detection method in a kind of provided spaceborne electromagnetic spectrum monitoring through the invention, can be to acquisition After signal carries out channelizing processing, the useful signal of each sub-channels is extracted, and the signal of each sub-channels is spelled Engagement simultaneously, continuously detects continuous signal finally by the detection threshold of each sub-channels, is avoided in this way to acquisition The missing inspection of signal and false retrieval, and then improve the accuracy of signal detection.
Detailed description of the invention
Fig. 1 is a kind of flow chart of the channelizing detection method in the embodiment of the present invention in spaceborne electromagnetic spectrum monitoring;
Fig. 2 is that the channelizing in the embodiment of the present invention in spaceborne electromagnetic spectrum monitoring detects execution flow chart;
Fig. 3 (a) is base-band signal spectrum schematic diagram in the embodiment of the present invention;
Fig. 3 (b) is each sub-channel spectra schematic diagram after channelizing in the embodiment of the present invention;
Fig. 4 is sub-channels of embodiment of the present invention spectrum diagram;
Fig. 5 is that 6 sub-channels effective spectrums merge schematic diagram in the embodiment of the present invention;
Fig. 6 is a kind of structural representation of the channelizing detection system in the embodiment of the present invention in spaceborne electromagnetic spectrum monitoring Figure.
Specific embodiment
Technical solution of the present invention is described in detail below by attached drawing and specific embodiment, it should be understood that this hair Particular technique feature in bright embodiment and embodiment is the explanation to technical solution of the present invention, rather than is limited, not In the case where conflict, the particular technique feature in the embodiment of the present invention and embodiment be can be combined with each other.
It is as shown in Figure 1 the process of the channelizing detection method in spaceborne electromagnetic spectrum monitoring a kind of in the embodiment of the present invention Figure, this method comprises:
S101 carries out channelizing processing to acquisition signal, obtains the corresponding time-domain signal of each sub-channels;
S102 carries out FFT transform to the corresponding signal of each sub-channels, obtains the corresponding frequency-region signal of each sub-channels;
S103 calculates the corresponding detection threshold of each sub-channels according to the corresponding frequency-region signal of subchannel, and obtains each The corresponding detection threshold of subchannel;
S104 extracts the useful signal in each sub-channels, and the useful signal is spliced on continuous frequency domain Obtain continuous signal to be detected;
S105 continuously detects continuous signal to be detected according to the corresponding detection threshold of each sub-channels, and is mentioned Taking out effectively has frequency point.
Specifically, technical solution of the present invention can be executed according to process shown in Fig. 2, be illustrated in figure 2 channelizing The continuous detection algorithm process of frequency spectrum.Collected baseband signal is first made into channelizing processing, the signal after channelizing is divided into two-way; Wherein signal as FFT transform obtains each sub-channel spectra all the way, and another way is used to generate the detection of each subchannel after channelizing Thresholding;Thresholding and sub-channel spectra input subchannel are merged and continuous detection module, continuous frequency domain detection is made;It will test Point extracts, and is mapped as corresponding frequency point;Finally narrow band signal is extracted.
Wherein, the processing method of channelizing is as follows:
Channelizing includes that mixing and filtering extraction, specific calculation are as shown in formula 1:
Yk (n)=[I (n)+jQ (n)] .e-jwn formula (1)
Baseband signal samples rate fs, bandwidth BW are inputted, signal bandwidth BW is divided into N sections by channelizing, each subchannel bandwidth For BW/N, N number of subchannel centre frequency is moved respectively to 0 frequently by formula (1) mixing operation, I (n), Q (n) are that input is wide in formula 1 Band signal, w are the centre frequency of each subchannel, then remake D times of filtering extraction processing.
If defeated base signal sampling rate fs be 60MHz, bandwidth BW=be 36MHz (± 18MHz), signal is divided into 6 sons Channel, filtering extraction multiple D be 8, then after channelizing each subchannel bandwidth be 6MHz, sample rate f s_sub be 7.5MHz such as Shown in formula (2):
Fs_sub=fs/D=60/8=7.5MHz formula (2)
Shown in base-band signal spectrum schematic diagram such as Fig. 3 (a), 6 sub-channels centre frequencies of division respectively -15MHz, - 9MHz, -3MHz, 3MHz, 9MHz and 15MHz.After channelizing shown in each sub-channel spectra such as Fig. 3 (b).
The processing method of subchannel FFT transform is as follows:
The time-domain signal of 6 sub-channels is obtained after channelizing, signal frequency domain detection need to make FFT to each subchannel time-domain signal Transformation, sets FFT length L as 32768.FFT transform obtains shown in the frequency resolution such as formula (3) of frequency spectrum, and fs_sub is son letter Road sample rate, f_res are frequency resolution.
F_res=fs_sub/L=7.5MHz/32768=228.88Hz formula (3)
According to subchannel sample rate 7.5MHz, effective bandwidth 6MHz, FFT length 32768 can obtain each subchannel effective bandwidth It is 26214 that corresponding frequency spectrum points, which are rounded several points, and sub-channel spectra is as shown in Figure 4.
The processing method of threshold generation is as follows:
Frequency domain detection also needs to obtain detection threshold in addition to obtaining signal spectrum.Detection threshold is obtained using adaptive threshold Shown in method such as formula (4), yk (n) is subchannel time-domain signal, and thre_coef is threshold coefficient, and Threk is each subchannel of kth Adaptive threshold.
Threk=thre_coef* (∑ | yk (n) | 2) formula (4)
The step of can must obtaining adaptive threshold according to formula (4) are as follows:
1, to square of the point difference modulus of 32768 time-domain signals;
2, noise power is obtained to a square summation for 32768 moulds;
Adaptive threshold can be obtained multiplied by threshold coefficient thre_coef with noise power again.
The processing method that subchannel continuously detects is as follows:
The effective spectrum of each subchannel is extracted in this method, merges these effective spectrums, remakes continuous frequency domain inspection It surveys, just solves signal and fail to judge risk.6 sub-channels effective spectrums are merged as shown in Figure 5.
Continuous detection is made to the frequency spectrum of effective bandwidth after merging, is needed in continuous detection process according to each subchannel change detection Thresholding.When points are less than 26214, detection threshold is switched to the thresholding of subchannel 1;Points are greater than 26214, when being less than 26214*2, Detection threshold is switched to the thresholding of subchannel 2;Points are greater than 26214*2, and when being less than 26214*3, detection threshold is switched to sub- letter The thresholding in road 3;Points are greater than 26214*3, and when being less than 26214*4, detection threshold is switched to the thresholding of subchannel 4;Points are greater than 26214*4, when being less than 26214*5, detection threshold is switched to the thresholding of subchannel 5;Points are greater than 26214*5, are less than 26214*6 When, detection threshold is the thresholding for being switched to subchannel 6.After detecting useful signal, position of the signal in Fig. 5 is recorded Come, it is subsequent to remake frequency point extraction.
The processing method that frequency point extracts is as follows:
It the frequency point position detected such as has been corresponded in figure 5 above in true frequency.0-26216 point corresponds to -18MHz ~-12MHz;26214~26214*2 point corresponds to -12MHz~-6MHz;26214*2~26214*3 point correspondence -6MHz~- 0MHz;26214*3~26214*4 point corresponds to 0MHz~6MHz;26214*4~26214*5 point corresponds to 6MHz~-12MHz; 26214*5~26214*6 point corresponds to 12MHz~18MHz.
If the point position detected is 13108,39324,65538,91752,117966 and 144180, useful signal is corresponding Actual frequency fc be then followed successively by -15MHz, -9MHz, -3MHz, 3MHz, 9MHz and 15MHz.The signal detected continues to exceed Detection threshold, then it is assumed that be the same signal, after detecting signal less than detection threshold, what is detected is next more than detection The signal of thresholding is considered next useful signal.
Channelizing detection method in a kind of provided spaceborne electromagnetic spectrum monitoring through the invention, can be to acquisition After signal carries out channelizing processing, the useful signal of each sub-channels is extracted, and the signal of each sub-channels is spelled Engagement simultaneously, continuously detects continuous signal finally by the detection threshold of each sub-channels, is avoided in this way to acquisition The missing inspection of signal and false retrieval, and then improve the accuracy of signal detection.
In addition, additionally providing the channelizing detection system in a kind of spaceborne electromagnetic spectrum monitoring in the embodiment of the present invention, such as Fig. 6 show the structural schematic diagram of the system, which includes:
Channelization block 601 obtains the corresponding time domain letter of each sub-channels for carrying out channelizing processing to acquisition signal Number;
FFT transform module 602 obtains each sub-channels pair for carrying out FFT transform to the corresponding signal of each sub-channels The frequency-region signal answered;
Threshold generation module 603, for calculating the corresponding detection of each sub-channels according to the corresponding frequency-region signal of subchannel Thresholding, and obtain the corresponding detection threshold of each sub-channels;
Processing module 604, for extracting the useful signal in each sub-channels, and by the useful signal continuous Splicing obtains continuous signal to be detected on frequency domain;According to the corresponding detection threshold of each sub-channels to continuous signal to be detected It is continuously detected, and extracts and effectively have a frequency point.
Further, the processing module 604 is specifically used for determining useful signal corresponding bandwidth on continuous frequency domain; Determine the corresponding detection threshold of each bandwidth;When continuously being detected, corresponding detection threshold is used to each bandwidth respectively It is detected.
Although the preferred embodiment of the application has been described, but one of ordinary skilled in the art once knows substantially Creative concept, then additional changes and modifications may be made to these embodiments.It is wrapped so the following claims are intended to be interpreted as It includes preferred embodiment and falls into all change and modification of the application range, including vertex is determined using special symbol, label Equal changes mode.
Obviously, those skilled in the art can carry out various modification and variations without departing from the essence of the application to the application Mind and range.In this way, if these modifications and variations of the application belong to the range of the claim of this application and its equivalent technologies Within, then the application is also intended to include these modifications and variations.

Claims (4)

1. the channelizing detection method in a kind of spaceborne electromagnetic spectrum monitoring, which is characterized in that the described method includes:
Channelizing processing is carried out to acquisition signal, obtains the corresponding time-domain signal of each sub-channels;
FFT transform is carried out to the corresponding signal of each sub-channels, obtains the corresponding frequency-region signal of each sub-channels;
According to the corresponding frequency-region signal of subchannel, the corresponding detection threshold of each sub-channels is calculated, and obtains each sub-channels pair The detection threshold answered;
The useful signal in each sub-channels is extracted, and the useful signal is spliced on continuous frequency domain and is obtained continuously Signal to be detected;
Continuous signal to be detected is continuously detected according to the corresponding detection threshold of each sub-channels, and extracts and effectively has Frequency point.
2. the method as described in claim 1, which is characterized in that according to the corresponding detection threshold of each sub-channels to continuously to Detection signal is continuously detected, comprising:
Determine useful signal corresponding bandwidth on continuous frequency domain;
Determine the corresponding detection threshold of each bandwidth;
When continuously being detected, each bandwidth is detected using corresponding detection threshold respectively.
3. the channelizing detection system in a kind of spaceborne electromagnetic spectrum monitoring, which is characterized in that the system comprises:
Channelization block obtains the corresponding time-domain signal of each sub-channels for carrying out channelizing processing to acquisition signal;
FFT transform module obtains the corresponding frequency of each sub-channels for carrying out FFT transform to the corresponding signal of each sub-channels Domain signal;
Threshold generation module, for calculating the corresponding detection threshold of each sub-channels according to the corresponding frequency-region signal of subchannel, and Obtain the corresponding detection threshold of each sub-channels;
Processing module, for extracting the useful signal in each sub-channels, and by the useful signal on continuous frequency domain Splicing obtains continuous signal to be detected;Continuous signal to be detected is connected according to the corresponding detection threshold of each sub-channels Continuous detection, and extract and effectively have frequency point.
4. system as claimed in claim 3, which is characterized in that the processing module is specifically used for determining useful signal even Corresponding bandwidth on continuous frequency domain;Determine the corresponding detection threshold of each bandwidth;When continuously being detected, respectively to each band Width is detected using corresponding detection threshold.
CN201811463529.1A 2018-11-26 2018-11-26 Channelization detection method and system in satellite-borne electromagnetic spectrum monitoring Pending CN109600182A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112039538A (en) * 2020-09-15 2020-12-04 中电科仪器仪表有限公司 Method for detecting grid channel signal
CN113391122A (en) * 2021-06-09 2021-09-14 中电科思仪科技股份有限公司 Method for improving selectivity of frequency spectrum monitoring channel

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101883073A (en) * 2003-12-04 2010-11-10 英特尔公司 The system and method for channelizing identification in the wide-band communication system
CN102263601A (en) * 2011-06-09 2011-11-30 中国工程物理研究院电子工程研究所 Multi-signal detecting method for broadband
US20120129480A1 (en) * 2010-11-22 2012-05-24 Motorola, Inc. Apparatus for receiving multiple independent rf signals simultaneously and method thereof
CN102739272A (en) * 2012-06-26 2012-10-17 哈尔滨工程大学 Channelized receiver sub-channel real-time frequency spectrum synthesis method based on field programmable gate array (FPGA)
US20120263211A1 (en) * 2011-04-18 2012-10-18 Broadcom Corporation Range extension within single user, multiple user, multiple access, and/or MIMO wireless communications

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101883073A (en) * 2003-12-04 2010-11-10 英特尔公司 The system and method for channelizing identification in the wide-band communication system
US20120129480A1 (en) * 2010-11-22 2012-05-24 Motorola, Inc. Apparatus for receiving multiple independent rf signals simultaneously and method thereof
US20120263211A1 (en) * 2011-04-18 2012-10-18 Broadcom Corporation Range extension within single user, multiple user, multiple access, and/or MIMO wireless communications
CN102263601A (en) * 2011-06-09 2011-11-30 中国工程物理研究院电子工程研究所 Multi-signal detecting method for broadband
CN102739272A (en) * 2012-06-26 2012-10-17 哈尔滨工程大学 Channelized receiver sub-channel real-time frequency spectrum synthesis method based on field programmable gate array (FPGA)

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
张楠: "宽带信道数字划分与重构处理技术研究", 《中国优秀硕士学位全文数据库 信息科技辑》 *
王亚森: "数字信道化接收机关键技术研究与工程化实现", 《中国优秀硕士学位全文数据库 信息科技辑》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112039538A (en) * 2020-09-15 2020-12-04 中电科仪器仪表有限公司 Method for detecting grid channel signal
CN113391122A (en) * 2021-06-09 2021-09-14 中电科思仪科技股份有限公司 Method for improving selectivity of frequency spectrum monitoring channel

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