CN103281143A - Selecting type cooperation spectrum sensing method based on double-threshold energy detection - Google Patents
Selecting type cooperation spectrum sensing method based on double-threshold energy detection Download PDFInfo
- Publication number
- CN103281143A CN103281143A CN2013102111593A CN201310211159A CN103281143A CN 103281143 A CN103281143 A CN 103281143A CN 2013102111593 A CN2013102111593 A CN 2013102111593A CN 201310211159 A CN201310211159 A CN 201310211159A CN 103281143 A CN103281143 A CN 103281143A
- Authority
- CN
- China
- Prior art keywords
- fusion center
- user
- cognitive
- main
- cognitive user
- 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.)
- Granted
Links
Images
Landscapes
- Mobile Radio Communication Systems (AREA)
Abstract
The invention discloses a selecting type cooperation spectrum sensing method based on double-threshold energy detection. The selecting type cooperation spectrum sensing method comprises the following steps: (1) in a master user signal detection stage, adopting a double-threshold energy detection method by various cognitive users in a cognitive radio system to carry out local spectrum sensing, if an energy value exceeds two thresholds, carrying out local judgment 'H0 or H1'by the cognitive users, and if the energy value is between the two thresholds, reserving the energy value as a primary energy detection value by the cognitive users; (2) in an initial detection result reporting stage, evenly distributing a master user frequency band by the cognitive users, adopting a selecting type strategy by the cognitive users to report initial detection results respectively to a fusion center, preventing cognitive detection results with unreliable parameters from being introduced, meanwhile, saving traditional exclusive control channel resources, adopting the equal gain criterion by the fusion center to carry out master user judgment on the received primary energy detection value, allowing the judgment result to be equivalent to a node strategy by the fusion center, and then adopting the 'or' criterion by the fusion center to make the final judgment whether a master user exists. The simulation results show that according to the selecting type cooperation spectrum sensing method based on the double-threshold energy detection, and on the premise that ROC properties are not lost, the exclusive control channel resources are effectively saved, and meanwhile higher detection efficiency can be obtained.
Description
Technical field
The invention belongs to wireless communication technology field, relate to a kind of frequency spectrum sensing method, particularly a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring.
Background technology
Along with the sustainable growth of radio communication service, wireless communication system constantly increases the demand of frequency spectrum resource, thereby makes radio spectrum resources become more and more rare.But radio spectrum resources is a kind of non-renewable resources, can only be to the frequency spectrum resource recycling, and therefore how research improves the utilance of frequency spectrum resource, could alleviate the rare difficult problem of frequency spectrum resource.Cognitive radio technology is as a kind of emerging intelligent radio communication technology, broken through the policy of traditional fixed allocation frequency spectrum, by real-time monitoring objective frequency range, main user is not being caused under the prerequisite of any interference, allow cognitive user " to wait for an opportunity " to insert the idle frequency range of temporarily not used by main user, effectively raise the availability of frequency spectrum.If in case find that main user reuses this frequency range, cognitive user should in time withdraw from this frequency range, to guarantee the normal and reliable of main telex network.
Owing to have problems such as path loss, shadow effect, multipath effect and concealed terminal in the wireless environment, the detection probability that makes traditional single node detect reduces, even can't detect main user's existence, thereby main telex network is caused interference.Therefore collaboration frequency spectrum detects as improving the technology of frequency spectrum detection and is paid close attention to widely.Document " the collaborative spectrum sensing first in the cognitive radio: two users' network " (Cooperative spectrum sensing in cognitive radio, Part I:Two user networks, G.Ganesan and Y.G.Li, IEEE Transactions on Wireless Communications, 2007,6 (6): 2204-2213) point out in traditional collaborative spectrum sensing scheme, generally all suppose to exist between cognitive user and the fusion center proprietary control channel, but this needs extra radio spectrum resources, and need carry out dynamic management to proprietary control channel resource, increase the complexity that system realizes.
Summary of the invention
At the problems referred to above, the present invention proposes a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring at cognitive radio networks, this method is avoided being difficult to determine problems such as unique decision threshold, multipath fading and shadow fading in the collaboration frequency spectrum detection, based on the double threshold energy measuring, cognitive user mean allocation master user frequency range adopts the selecting type strategy to report its initial examination and measurement result to fusion center at the time slot that is assigned to; Fusion center is at first adjudicated the primary energy detected value according to the equal gain combining criterion, is the decision-making of node with this court verdict equivalence, again by " or " criterion (points to fusion center and reports initial examination and measurement H as a result with other decision nodes
0Or H
1Cognitive user) make the conclusive judgement whether main user exists, improved the detection probability of system.
For achieving the above object, the present invention is based on the method for the selecting type collaborative spectrum sensing that need not proprietary control channel of double threshold energy measuring, it is characterized in that, may further comprise the steps: a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring, it is characterized in that, comprise following steps:
(1), main subscriber signal detection-phase:
(1a), each cognitive user is carried out local frequency spectrum perception to main subscriber signal, the main user's energy detection value Y that obtains perceiving in the cognitive radio system
i
(1b), judge the detected main user's energy value Y of each cognitive user
iWith two threshold value λ
1And λ
2Relation, as energy detection value Y
iDrop on two threshold value λ
1And λ
2Outside, directly carry out this locality judgement " H
0Or H
1", H
0Represent that there is not H in main user
1Represent that main user exists;
If (1c) energy detection value Y
iDrop on two threshold value λ
1And λ
2Between, directly do not carry out this locality judgement, cognitive user need keep primary energy detected value Y
i
(2) initial examination and measurement report stage as a result
(2a), each cognitive user mean allocation master user frequency range, cognitive user is given fusion center with separately test results report on the sub-slots that is assigned to;
(2b) adopt the selecting type strategy to report the initial examination and measurement result to fusion center, when perceiving main user at main subscriber signal detection-phase, cognitive user do not exist, then send one through the index signal of coding to fusion center, otherwise do not send any signal to avoid and main user produces interference to fusion center;
(2c), the primary energy detected value Y of fusion center to receiving
iMake main user's judgement " H
0Or H
1", be a node decision-making with the court verdict equivalence, the testing result of reporting to fusion center in the joint step (2b) (comprises H again
0Or H
1) make the conclusive judgement whether main user exists.
Further technical scheme comprises:
2 threshold value λ that vary in size are set in the step (1)
1And λ
2, λ
1<λ
2, as energy detection value Y
i>λ
2The time, with testing result D
iBe judged to 1, namely there is H in main subscriber signal
1As energy detection value Y
i<λ
1The time, with testing result D
iBe judged to 0, namely there is not H in main subscriber signal
0When energy detection value is positioned at λ
1<Y
i<λ
2When interval, then keep primary energy detected value Y
iTesting result D
iBe expressed as:
In step (2), cognitive user CU
iI subchannel in main user's frequency range sends signal beta to fusion center
i(k), fusion center receives signal indication accordingly and is:
Wherein k represents the time slot that cognitive user is assigned to, p
pThe transmitting power of representing main user, p
sThe transmitting power of expression cognitive user; h
Ic(k) and h
Pc(k) represent CU respectively
iArrive fusion center and main user to the wireless channel gain of fusion center;
(k, 2) expression zero-mean and variance are N
0Additive white Gaussian noise;
Wherein the main user of s (k, 2) expression is initial examination and measurement transmitting of report stage as a result, according to formula (2) fusion center decoding β
i(k);
According to the Shannon channel coding theorem, as cognitive user CU
iWhen produce interrupting with fusion center, fusion center can't receive signal or successfully decoding on respective sub-channel, and this moment, fusion center was thought cognitive user CU
iDo not send signal, acquiescence CU
iInitial examination and measurement H as a result
i(k, 2)=H
1Or Y
iWhen fusion center successfully receives signal and decoding on respective sub-channel, fusion center is thought CU so
iSent signal, i.e. fusion center acquiescence CU
iInitial examination and measurement result be H
i(k, 2)=H
0Fusion center receive from cognitive user CU
iInitial examination and measurement result be expressed as:
Wherein Θ (k, 2)=1 represents cognitive user CU
iInterrupt between the fusion center, wherein μ represents time bandwidth product, γ
sExpression cognitive user transmitting power, γ
pRepresent main user emission power; Θ (k, 2)=0 expression cognitive user CU
iDo not interrupt between the fusion center;
The generation interrupt table is shown:
Wherein a is the input overhead time, and M is cognitive user quantity.
In step 2 (c), fusion center adopts the primary energy detected value Y of equal gain combining criterion to receiving
iMake main user's judgement " H
0Or H
1", again by " or " testing result of reporting to fusion center in criterion and the step (2b) comprehensively makes the conclusive judgement whether main user exists.
The sensing results of conclusive judgement correspondence is expressed as:
(7) wherein
Y refers to main user's court verdict that fusion center adopts the equal gain combining criterion that the primary energy detected value that receives is made,
H
i(k, 2) handle the result who obtains for adopting the logical "or" criterion to the testing result of this locality judgement.
Beneficial effect of the present invention: the present invention adopts the collaborative spectrum sensing technology, avoided because there being problems such as path loss, shadow effect, multipath effect and concealed terminal in the wireless environment, the detection probability that makes traditional single node detect reduces, even can't detect main user's existence, thereby main telex network is caused interference.Because in traditional collaborative spectrum sensing scheme, generally all suppose to exist between cognitive user and the fusion center proprietary control channel, but this needs extra radio spectrum resources, and need carry out dynamic management to proprietary control channel resource, increased the complexity that system realizes, the present invention casts aside traditional proprietary control channel, the frequency range of not used by main user by mean allocation, each cognitive user is the data transmission scheme by selecting type on the time slot that is assigned to, the initial examination and measurement result is reported to fusion center, avoid main telex network is produced interference, effectively raise detection probability, and improved the availability of frequency spectrum.
Description of drawings
Fig. 1 is collaborative spectrum sensing system model block diagram of the present invention;
Fig. 2 is double threshold energy measuring decision diagram;
Fig. 3 is under the different detection probabilities, and the false alarm probability of traditional scheme and improvement project is performance chart relatively;
Fig. 4 is that false alarm probability is with the change curve of detection probability under the different main subscriber signal detection overhead times;
Fig. 5 is the flow chart of the selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring of the present invention.
Specific embodiments
Below in conjunction with accompanying drawing principle of the present invention and embodiment are described in further detail:
Figure 1 shows that collaborative spectrum sensing system model figure of the present invention, comprise a main user, a M cognitive user and an information fusion center in the collaborative spectrum sensing system.
A kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring comprises the steps:
1, main subscriber signal detection-phase
In the phase I of time slot k, i.e. main subscriber signal detection-phase.What main subscriber signal detection-phase adopted is the double threshold energy detection method, by 2 threshold value λ that vary in size are set
1And λ
2(λ
1<λ
2) divide reception signal energy value (Fig. 2 is double threshold energy measuring judgement block diagram), M cognitive user carried out frequency spectrum perception to main subscriber signal alone, obtains energy detection value Y
i, i=1,2 ... M.As energy detection value Y
i>λ
2The time, with testing result D
iBe judged to 1, namely there is H in main subscriber signal
1, as energy detection value Y
i<λ
1The time, with testing result D
iBe judged to 0, namely there is not H in main subscriber signal
0When the detected energy value drops on λ
1<Y
i<λ
2When interval, then cognitive user keeps primary energy detected value Y
i
Testing result D then
iCan be expressed as:
2, initial examination and measurement report stage as a result
In the second stage of time slot k, i.e. initial examination and measurement report stage as a result.Each cognitive user CU
iMean allocation master user frequency range, each cognitive user CU
iOn the sub-slots that is assigned to, give fusion center with test results report separately.Each cognitive user CU
iAdopt the selecting type strategy to report the initial examination and measurement result to fusion center, if cognitive user CU
iDo not perceive main user at main user's detection-phase and have that (local court verdict is H
0Cognitive user), then send one through the index signal behind the coding to fusion center; Otherwise do not send any signal avoiding and main user produces interference to fusion center, the testing result that report to fusion center this moment is defaulted as Y
iOr H
1, this testing result is not that the transmission by index signal reports to fusion center, but by this form performance of signal interruption.
Cognitive user CU
iI subchannel in main user's frequency range sends signal beta to fusion center
i(k), fusion center receives signal accordingly and can be expressed as:
P wherein
pThe transmitting power of representing main user, p
sThe transmitting power of expression cognitive user; h
Ic(k) and h
Pc(k) represent CU respectively
iArrive fusion center and main user to the wireless channel gain of fusion center;
(k, 2) expression zero-mean and variance are N
0Additive white Gaussian noise.
Wherein the main user of s (k, 2) expression is the transmitting of time slot k second stage, according to formula (2) fusion center decoding β
i(k).
According to the Shannon channel coding theorem, if channel capacity is lower than the rate of information throughput, adopt which kind of decoder all can not correctly recover primary signal, and be called and interrupt.As cognitive user CU
iWhen produce interrupting with fusion center, fusion center can't receive signal or successfully decoding on respective sub-channel, and this moment, fusion center was thought cognitive user CU
iDo not send signal, acquiescence CU
iInitial examination and measurement H as a result
i(k, 2)=H
1Or Y
i, namely the initial examination and measurement result of cognitive user is that main user exists or detected value is the primary energy value.If fusion center successfully receives signal and decoding on respective sub-channel, fusion center is then thought CU so
iSent signal, i.e. fusion center acquiescence CU
iInitial examination and measurement result be H
i(k, 2)=H
0Therefore, fusion center receives from cognitive user CU
iInitial examination and measurement result can be expressed as:
Wherein Θ (k, 2)=1 represents cognitive user CU
iInterrupt between the fusion center, wherein μ represents time bandwidth product, γ
sExpression cognitive user transmitting power and γ
pRepresent main user emission power; Θ (k, 2)=0 expression cognitive user CU
iDo not interrupt between the fusion center.The generation interrupt table is shown:
Wherein a is the input overhead time, and M is cognitive user quantity.
Fusion center is at first with the primary energy detected value Y that keeps in the step (1) and received by fusion center
iWait gain (EGC) to merge and merge, make main user " H
0Or H
1" judgement, be the decision-making of node with this court verdict equivalence, again according to " or " (at the cognitive user of transmission index signal, testing result is H to criterion with other decision nodes
0At not sending index signal and not keeping the cognitive user of primary energy detected value Yi, testing result is H
1) make final sensing results, namely make the conclusive judgement whether main user exists.
Consider the logical "or" criterion, sensing results can be expressed as:
(7)
Under rayleigh fading channel, initial examination and measurement probability, false alarm probability, the false dismissal probability of cognitive user is expressed as follows respectively in the cognitive radio system:
Q wherein
uExpression broad sense horse khoum (Marcum) function; Γ (μ) and Γ (μ, λ
2/ 2) the imperfect Gamma function of expression complete sum;
The expression average signal-to-noise ratio, f
γ(x) probability-distribution function of signal to noise ratio under the expression decline situation.
According to formula (6), (7), (8), can draw when adopting the logical "or" criterion, the detection probability of collaborative spectrum sensing when fusion center that need not proprietary control channel is:
(11)
Detection limit Y when it represents that main user exists
iDrop on threshold value λ
1And λ
2Between probability.
With
Represent that respectively cognitive user CUi is to the wireless channel gain h of fusion center
IcThe average of (k) obeying and main user are to the wireless channel gain h of fusion center
PcThe average of (k) obeying.
According to formula (6), (7), (10), can draw when adopting the logical "or" criterion, the false alarm probability of collaborative spectrum sensing when fusion center that need not proprietary control channel is:
(13)
In the formula
Δ
0, j=P{ λ
1<Y
i<λ
2| H
0Detection limit Y when the main user of expression does not exist
iDrop on threshold value λ
1And λ
2Between probability.
The false alarm probability comparison based on the false alarm probability of the method for the selecting type collaborative spectrum sensing that need not proprietary control channel of double threshold energy measuring and traditional double threshold energy measuring method that the present invention proposes can be consulted Fig. 3.As can be seen from Figure 3, the false alarm probability of the collaborative spectrum sensing scheme that proposes in low detection probability zone is obviously greater than traditional collaborative spectrum sensing scheme, this is because unaffected in order to guarantee main telex network service quality, makes the initial examination and measurement probability P d of cognitive user
iMust satisfy certain threshold value condition (as the formula (15));
Pout represents given main telex network outage probability thresholding, R
pRepresent main user data transmission speed.
In the high detection probability region, almost the collaborative spectrum sensing scheme with traditional is the same for the false alarm probability of the collaborative spectrum sensing scheme that proposes, in the actual cognitive radio system, for example the detection probability of IEEE radio area network standard code frequency spectrum perception must be greater than 0.9, under the prerequisite of not losing the ROC performance, saved proprietary reporting channel resource from this angle scheme in this paper effectively.
Fig. 4 provided under the different main subscriber signal detection overhead times, and false alarm probability is with the change curve of detection probability.By reasonably increasing the detection time of main subscriber signal, can effectively improve the initial examination and measurement performance of cognitive user as can be seen from Figure 4, the present invention program's false alarm probability also descends thereupon.
The contribution of method of the present invention is in sum:
1, adopts the collaborative spectrum sensing technology, avoid because there being problems such as path loss, shadow effect, multipath effect and concealed terminal in the wireless environment, the detection probability that makes traditional single node detect reduces, even can't detect main user's existence, thereby main telex network is caused interference.
2, adopt the selecting type strategy to report the testing result technology, avoided the insecure transfer of data of some testing results to fusion center, reduced the complexity that the fusion center data are handled, avoided the interference to main telex network simultaneously.
3, adopt the proprietary control channel technology that need not, minimizing is because existing proprietary control channel between hypothesis cognitive user and the fusion center in traditional collaborative spectrum sensing scheme, reduced extra radio spectrum resources, avoided proprietary control channel resource is carried out dynamic management, reduced the complexity that system realizes.
4, adopt the double threshold energy detection technique, avoided existing in the collaboration frequency spectrum detection being difficult to determine problems such as unique decision threshold, multipath fading and shadow fading.
Above-described embodiment does not limit the present invention in any form, and all employings are equal to replaces or technical scheme that the mode of equivalent transformation obtains, all drops on protection scope of the present invention.
Claims (5)
1. the selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring is characterized in that, comprises following steps:
(1), main subscriber signal detection-phase:
(1a), each cognitive user is carried out local frequency spectrum perception to main subscriber signal, the main user's energy detection value Y that obtains perceiving in the cognitive radio system
i
(1b), judge the detected main user's energy value Y of each cognitive user
iWith two threshold value λ
1And λ
2Relation, as energy detection value Y
iDrop on two threshold value λ
1And λ
2Outside, directly carry out this locality judgement " H
0Or H
1", H
0Represent that there is not H in main user
1Represent that main user exists;
If (1c) energy detection value Y
iDrop on two threshold value λ
1And λ
2Between, directly do not carry out this locality judgement, cognitive user need keep primary energy detected value Y
i
(2) initial examination and measurement report stage as a result
(2a), each cognitive user mean allocation master user frequency range, cognitive user is given fusion center with separately test results report on the sub-slots that is assigned to;
(2b) adopt the selecting type strategy to report the initial examination and measurement result to fusion center, do not exist when cognitive user perceives main user at main subscriber signal detection-phase, then send one through the index signal of coding to fusion center; Otherwise do not send any signal avoiding and main user produces interference to fusion center, testing result is defaulted as Y
iOr H
1;
(2c), the primary energy detected value Y of fusion center to receiving
iMake main user's judgement " H
0Or H
1", be a node decision-making with the court verdict equivalence, the testing result of reporting to fusion center in the joint step (2b) is made the conclusive judgement whether main user exists again.
2. a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring according to claim 1 is characterized in that, 2 threshold value λ that vary in size are set in the step (1)
1And λ
2, λ
1<λ
2, as energy detection value Y
i>λ
2The time, with testing result D
iBe judged to 1, namely there is H in main subscriber signal
1As energy detection value Y
i<λ
1The time, with testing result D
iBe judged to 0, namely there is not H in main subscriber signal
0When energy detection value is positioned at λ
1<Y
i<λ
2When interval, then keep primary energy detected value Y
i
Testing result D
iBe expressed as:
3. a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring according to claim 1 is characterized in that, in step (2),
Cognitive user CU
iI subchannel in main user's frequency range sends signal beta to fusion center
i(k), fusion center receives signal indication accordingly and is:
Wherein k represents the time slot that cognitive user is assigned to, p
pThe transmitting power of representing main user, p
sThe transmitting power of expression cognitive user; h
Ic(k) and h
Pc(k) represent CU respectively
iArrive fusion center and main user to the wireless channel gain of fusion center;
(k, 2) expression zero-mean and variance are N
0Additive white Gaussian noise;
Wherein the main user of s (k, 2) expression is initial examination and measurement transmitting of report stage as a result, according to formula (2) fusion center decoding β
i(k);
According to the Shannon channel coding theorem, as cognitive user CU
iWhen produce interrupting with fusion center, fusion center can't receive signal or successfully decoding on respective sub-channel, and this moment, fusion center was thought cognitive user CU
iDo not send signal, acquiescence CU
iInitial examination and measurement H as a result
i(k, 2)=H
1Or Y
iWhen fusion center successfully receives signal and decoding on respective sub-channel, fusion center is thought CU so
iSent signal, i.e. fusion center acquiescence CU
iInitial examination and measurement result be H
i(k, 2)=H
0Fusion center receive from cognitive user CU
iInitial examination and measurement result be expressed as:
Wherein Θ (k, 2)=1 represents cognitive user CU
iInterrupt between the fusion center, wherein μ represents time bandwidth product, γ
sExpression cognitive user transmitting power, γ
pRepresent main user emission power; Θ (k, 2)=0 expression cognitive user CU
iDo not interrupt between the fusion center;
The generation interrupt table is shown:
Wherein a is the input overhead time, and M is cognitive user quantity.
4. a kind of selecting type cooperative frequency spectrum sensing method based on the double threshold energy measuring according to claim 1 is characterized in that, in step 2 (c), fusion center adopts the primary energy detected value Y of equal gain combining criterion to receiving
iMake main user's judgement " H
0Or H
1", again by " or " testing result of reporting to fusion center in criterion and the step (2b) comprehensively makes the conclusive judgement whether main user exists.
5. according to claim 3 or 4 any described a kind of selecting type cooperative frequency spectrum sensing methods based on the double threshold energy measuring, it is characterized in that the sensing results of conclusive judgement correspondence is expressed as:
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310211159.3A CN103281143B (en) | 2013-05-29 | 2013-05-29 | Selecting type cooperation spectrum sensing method based on double-threshold energy detection |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310211159.3A CN103281143B (en) | 2013-05-29 | 2013-05-29 | Selecting type cooperation spectrum sensing method based on double-threshold energy detection |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103281143A true CN103281143A (en) | 2013-09-04 |
CN103281143B CN103281143B (en) | 2015-02-18 |
Family
ID=49063607
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201310211159.3A Expired - Fee Related CN103281143B (en) | 2013-05-29 | 2013-05-29 | Selecting type cooperation spectrum sensing method based on double-threshold energy detection |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103281143B (en) |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103581922A (en) * | 2013-10-09 | 2014-02-12 | 北京科技大学 | Cooperative spectrum sensing method based on multi-process D-S evidence theory |
CN103888207A (en) * | 2014-03-27 | 2014-06-25 | 北京邮电大学 | Method for detecting maximum channel capacity of soft cooperation based on cooperation in cognitive radio system |
CN103929259A (en) * | 2014-04-29 | 2014-07-16 | 哈尔滨工业大学 | Multi-bit judgment cooperation self-adaptation spectrum sensing method based on confidence degrees in cognition OFDM system |
CN104038298A (en) * | 2014-06-12 | 2014-09-10 | 北京邮电大学 | Satellite network self-adaption joint spectrum sensing method based on link sensing |
CN104767578A (en) * | 2015-03-23 | 2015-07-08 | 南京邮电大学 | Double-threshold energy sensing method and system based on self-adaptation detecting length |
CN104968001A (en) * | 2015-07-10 | 2015-10-07 | 河海大学常州校区 | Energy-efficient cooperative spectrum sensing method |
CN106856418A (en) * | 2017-01-22 | 2017-06-16 | 华南理工大学 | Cooperative frequency spectrum sensing method in cognitive vehicular ad hoc network |
CN106936527A (en) * | 2017-03-15 | 2017-07-07 | 莆田学院 | A kind of multi-user's cooperation frequency spectrum sensing method based on double threshold |
CN108540247A (en) * | 2018-01-10 | 2018-09-14 | 河海大学常州校区 | Frequency spectrum perception and information transferring method with collection of energy in cognition wireless network |
CN108880712A (en) * | 2018-08-02 | 2018-11-23 | 重庆大学 | A kind of two steps cooperation accidental resonance energy detection algorithm |
CN116131978A (en) * | 2023-04-11 | 2023-05-16 | 北京华航测通科技有限公司 | Cognitive satellite network cooperative spectrum sensing method and cognitive satellite network |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080214130A1 (en) * | 2007-03-01 | 2008-09-04 | Jongmin Park | Systems and methods for determining Sensing Thresholds of a Multi-Resolution Spectrum Sensing (MRSS) technique for Cognitive Radio (CR) Systems |
CN101615926A (en) * | 2009-07-31 | 2009-12-30 | 东南大学 | Asynchronous cooperation frequency spectrum sensing method in the cognitive radio |
CN101789836A (en) * | 2010-02-02 | 2010-07-28 | 浙江大学 | Cooperative spectrum sensing method capable of saving cost on network communication |
CN102136874A (en) * | 2011-04-29 | 2011-07-27 | 电子科技大学 | Iterative cooperative spectrum sensing method |
CN102571241A (en) * | 2012-02-20 | 2012-07-11 | 江苏新大诚信息技术有限公司 | Improved double-threshold cooperative spectrum sensing method |
-
2013
- 2013-05-29 CN CN201310211159.3A patent/CN103281143B/en not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080214130A1 (en) * | 2007-03-01 | 2008-09-04 | Jongmin Park | Systems and methods for determining Sensing Thresholds of a Multi-Resolution Spectrum Sensing (MRSS) technique for Cognitive Radio (CR) Systems |
CN101615926A (en) * | 2009-07-31 | 2009-12-30 | 东南大学 | Asynchronous cooperation frequency spectrum sensing method in the cognitive radio |
CN101789836A (en) * | 2010-02-02 | 2010-07-28 | 浙江大学 | Cooperative spectrum sensing method capable of saving cost on network communication |
CN102136874A (en) * | 2011-04-29 | 2011-07-27 | 电子科技大学 | Iterative cooperative spectrum sensing method |
CN102571241A (en) * | 2012-02-20 | 2012-07-11 | 江苏新大诚信息技术有限公司 | Improved double-threshold cooperative spectrum sensing method |
Cited By (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103581922A (en) * | 2013-10-09 | 2014-02-12 | 北京科技大学 | Cooperative spectrum sensing method based on multi-process D-S evidence theory |
CN103888207A (en) * | 2014-03-27 | 2014-06-25 | 北京邮电大学 | Method for detecting maximum channel capacity of soft cooperation based on cooperation in cognitive radio system |
CN103929259B (en) * | 2014-04-29 | 2015-12-09 | 哈尔滨工业大学 | A kind of many bit decision cooperation adaptive spectrum cognitive methods based on degree of belief in cognitive ofdm system |
CN103929259A (en) * | 2014-04-29 | 2014-07-16 | 哈尔滨工业大学 | Multi-bit judgment cooperation self-adaptation spectrum sensing method based on confidence degrees in cognition OFDM system |
CN104038298A (en) * | 2014-06-12 | 2014-09-10 | 北京邮电大学 | Satellite network self-adaption joint spectrum sensing method based on link sensing |
CN104038298B (en) * | 2014-06-12 | 2019-06-14 | 北京邮电大学 | A kind of adaptive combined frequency spectrum detecting method of satellite network based on link-aware |
CN104767578A (en) * | 2015-03-23 | 2015-07-08 | 南京邮电大学 | Double-threshold energy sensing method and system based on self-adaptation detecting length |
CN104968001B (en) * | 2015-07-10 | 2018-06-05 | 河海大学常州校区 | A kind of cooperative frequency spectrum sensing method of Energy Efficient |
CN104968001A (en) * | 2015-07-10 | 2015-10-07 | 河海大学常州校区 | Energy-efficient cooperative spectrum sensing method |
CN106856418A (en) * | 2017-01-22 | 2017-06-16 | 华南理工大学 | Cooperative frequency spectrum sensing method in cognitive vehicular ad hoc network |
CN106856418B (en) * | 2017-01-22 | 2020-02-18 | 华南理工大学 | Cooperative spectrum sensing method in cognitive vehicle-mounted ad hoc network |
CN106936527A (en) * | 2017-03-15 | 2017-07-07 | 莆田学院 | A kind of multi-user's cooperation frequency spectrum sensing method based on double threshold |
CN106936527B (en) * | 2017-03-15 | 2021-02-02 | 莆田学院 | Multi-user cooperative spectrum sensing method based on double thresholds |
CN108540247A (en) * | 2018-01-10 | 2018-09-14 | 河海大学常州校区 | Frequency spectrum perception and information transferring method with collection of energy in cognition wireless network |
CN108540247B (en) * | 2018-01-10 | 2021-03-05 | 河海大学常州校区 | Spectrum sensing and information transmission method with energy collection in cognitive wireless network |
CN108880712A (en) * | 2018-08-02 | 2018-11-23 | 重庆大学 | A kind of two steps cooperation accidental resonance energy detection algorithm |
CN116131978A (en) * | 2023-04-11 | 2023-05-16 | 北京华航测通科技有限公司 | Cognitive satellite network cooperative spectrum sensing method and cognitive satellite network |
CN116131978B (en) * | 2023-04-11 | 2023-06-13 | 北京华航测通科技有限公司 | Cognitive satellite network cooperative spectrum sensing method and cognitive satellite network |
Also Published As
Publication number | Publication date |
---|---|
CN103281143B (en) | 2015-02-18 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103281143B (en) | Selecting type cooperation spectrum sensing method based on double-threshold energy detection | |
CN105610485B (en) | A kind of wireless relay communication system is taken can transmission method | |
US20180242236A1 (en) | System and Method for Dynamically Configurable Air Interfaces | |
CN101521896B (en) | Cooperative spectrum sensing method based on likelihood ratio in cognitive radio | |
CN107231202B (en) | LoRa working mode switching method, device and system | |
US11412460B2 (en) | Method and device for relay communication in a user equipment or a base station | |
CN104202789B (en) | Take into account the cognitive relay node selecting method of energy efficiency and transmission reliability | |
CN101931478B (en) | Relay transmission-based cognitive network spectrum sensing method | |
CN101977097A (en) | Method for combined adjustment of adaptive rate and power of remote WiFi link | |
CN101615926B (en) | Method for cognizing asynchronous synergic frequency spectrum perception in radio | |
CN101742539B (en) | Wireless resource allocation method and system | |
CN103338082A (en) | Double-threshold cooperation frequency spectrum sensing method based on k-rank criteria | |
CN110912619B (en) | Cross-protocol communication method from ZigBee to WiFi | |
CN108540247B (en) | Spectrum sensing and information transmission method with energy collection in cognitive wireless network | |
CN102378122B (en) | The system of selection of self adaptation multicast transmission mechanism | |
CN103227688B (en) | Dynamic grouping cooperation spectrum detection method based on bandwidth limitation | |
CN103209472A (en) | Method and system for cooperative scheduling of inter-cell uplink interference coordination | |
CN104469912A (en) | Environment detection device and data transmission method thereof | |
CN104683008A (en) | Self-adaptive switch transmission method applicable to bi-directional relay system | |
US20170150522A1 (en) | Link aware clear channel assessment | |
CN102118183A (en) | Power carrier communication method and device | |
CN102740432B (en) | Dynamic transmission power control method | |
US9357481B2 (en) | Control method for adaptive modulation circuit and wireless transmission device provided with adaptive modulation circuit | |
CN109688557A (en) | A kind of cooperative node selection method, device | |
CN107920021B (en) | Link optimization method based on cellular link aggregation |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20150218 Termination date: 20170529 |