CN108601019B - Safe transmission method of untrusted relay bidirectional transmission network based on relay selection - Google Patents
Safe transmission method of untrusted relay bidirectional transmission network based on relay selection Download PDFInfo
- Publication number
- CN108601019B CN108601019B CN201810280633.0A CN201810280633A CN108601019B CN 108601019 B CN108601019 B CN 108601019B CN 201810280633 A CN201810280633 A CN 201810280633A CN 108601019 B CN108601019 B CN 108601019B
- Authority
- CN
- China
- Prior art keywords
- relay
- transmission
- rate
- user
- signal
- 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.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0617—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal for beam forming
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/08—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station
- H04B7/0837—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station using pre-detection combining
- H04B7/0842—Weighted combining
- H04B7/086—Weighted combining using weights depending on external parameters, e.g. direction of arrival [DOA], predetermined weights or beamforming
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/02—Communication route or path selection, e.g. power-based or shortest path routing
- H04W40/22—Communication route or path selection, e.g. power-based or shortest path routing using selective relaying for reaching a BTS [Base Transceiver Station] or an access point
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Computer Security & Cryptography (AREA)
- Mobile Radio Communication Systems (AREA)
- Radio Relay Systems (AREA)
Abstract
The invention provides a safe transmission method of an untrusted relay two-way transmission network based on relay selection, which considers both performance and complexity, selects the untrusted relay with the best performance in an application scene of multiple antennas and multiple untrusted relays, and adopts two-way beam forming to ensure that the unselected relays cannot receive useful signals, thereby improving the reliable and safe transmission performance of the system. On the basis of reducing complexity, the invention has a relay selection scheme which is close to the relay selection scheme with the maximum sum rate in performance.
Description
Technical Field
The invention relates to an information transmission method in a bidirectional transmission relay network.
Background
In recent years, due to the openness of wireless communication, wireless signals are easily intercepted, tampered and interfered, so that a great threat is brought to the secure communication of users, and the security problem of wireless networks is receiving more and more attention. Unlike conventional encryption mechanisms, Physical-Layer Security (Physical-Layer Security) has the advantages of lower computational complexity and saving time and spectrum resources. As the reliability and security of wireless communication are more and more improved, the physical layer security has been widely regarded in theoretical research and practical application.
With the development of physical layer security and cooperative relaying technologies, introducing cooperative relaying into a physical layer security model has attracted more and more attention. In a multi-relay network, most of all relay nodes are used to participate in cooperative transmission, which has the disadvantages that relays with severe channel conditions still occupy system resources, the improvement on system performance is very limited, and even the performance of the system is reduced due to interference management failure. Therefore, how to select the relay is also a concern. Further considering that the relay node itself is not trusted, it becomes more complicated how to design an efficient reliable and secure transmission scheme. Therefore, for the application scenarios of multiple antennas and multiple untrusted relays, the design of the selection scheme based on the untrusted relays is developed, and the method has important significance for improving the reliable and safe transmission performance of the system.
Document 1, "Yan S, Peng M, Wang W, et al, relay selection-selection for secure cooperative in amplification-And-Forward networks [ C ]. international conference on communications,2012: 581-" studies a relay selection strategy based on security capacity maximization And analyzes reachable security capacity And security outage probability for the presence of a single eavesdropping node trusted relay unidirectional transmission network.
The existing research on physical layer secure multi-relay is carried out on relay selection of a cooperative trusted relay network with unidirectional transmission (such as documents 1 and 2), an untrusted relay network with unidirectional transmission (such as document 3) or a bidirectional transmission trusted relay network with external eavesdropping nodes (such as documents 4 and 5), and the problem of untrusted relay selection in the bidirectional transmission relay network is not involved.
Disclosure of Invention
In order to overcome the defects of the prior art, the invention provides a relay selection scheme (marked as max-min LB) of the lower bound of the maximum minimum one-way transmission safety rate, which considers both performance and complexity, selects the unreliable relay with the best performance in the application scene of multiple antennas and multiple unreliable relays, and adopts two-way beam forming to ensure that the unselected relays can not receive useful signals, thereby improving the reliable and safe transmission performance of the system.
The technical scheme adopted by the invention for solving the technical problem comprises the following steps:
(1) introduction of non-trusted relaying into a two-way transmission relay network, the model studied being one comprising two usersAnd N untrusted amplify-and-forward relay nodesEach user is provided with NtRoot antenna, only one antenna per relay, Nt≥N,Andthere is no direct communication link between them;
definition ofAndrespectively, is PAAnd PB(ii) a FromToAnd fromToRespectively of the fading channel coefficientsAndassume that all nodes are operating in half-duplex mode and that all nodes receive noise with a mean of 0 and a variance of 0Additive complex gaussian noise of (1); define fromToNormalized received signal-to-noise ratio ofFromToNormalized received signal-to-noise ratio ofThen optimally select the relay
(2) In the first time slot of the transmission of the information,precoding vector wACoded signal xAIs sent toAt the same timePrecoding vector wBCoded signal xBIs sent toxAAnd xBThe signals are mutually interference signals, and the signals are mutually interfered,andrespectively representAndthe useful signal that is transmitted,andrespectively representAndsending a precoding vector, sAAnd sBRespectively representAnduseful data symbols transmitted and satisfyAt the selected relayWhere the received signal is represented as
Wherein the content of the first and second substances,
represents fromToChannel matrices of all other relays except the relay;represents fromToChannel matrices of all other relays except the relay;
Wherein the content of the first and second substances,is formed byFor the userInterference generated by the transmission;
Wherein the content of the first and second substances,is formed byFor the userInterference generated by the transmission;
(3) in the second time slot of the transmission of the information,at a constant gainAmplifying the signal received in the last time slot and then forwarding to the userThe method comprises the following specific steps:
transmitted signalWherein the content of the first and second substances,power gain factor of the normalized transmitted signal To representThe transmit power of (a);
Wherein n isAAnd nBAre respectivelyAndhas a mean value of zero and a variance ofAdditive white gaussian noise of (1);
Where the channel coefficients from the arrival are, during the transmission from the arrival,is useful information, and is useful information in the transmission process from the beginning to the end;
andat instantaneous rates of respectivelyAndwherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a);is fromToNormalized received signal-to-noise ratio of (a);
receiving userAndrespectively at rates ofAndwherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a);
(4) is calculated fromToSecure rate of transmission linkWherein [. ]]+=max{0,·},Is in two time slots byThe highest single-user decodable rate for the transmitted signal; fromToSecure rate of transmission linkWhereinIs formed byThe highest single-user decodable rate for the transmitted signal; total safe rate of bidirectional transmission relay network
The invention has the beneficial effects that: introducing an untrusted relay into a bidirectional transmission relay network, and researching a relay selection problem in the untrusted TWRN; and a relay selection scheme of the lower bound of the maximized minimum one-way transmission safety rate considering both reliable safety performance and complexity is provided, and compared with the relay selection scheme with the maximum sum rate, the scheme has obvious reduction in computational complexity; in addition, on the basis of reducing complexity, the scheme is close to the relay selection scheme with the maximum sum rate in performance. In summary, the invention can improve the reliability of network transmission and has important significance for improving the safe transmission performance of the system.
Drawings
Fig. 1 is a diagram of a half-duplex bidirectional transmission relay network communication model;
FIG. 2 is a flow chart of a method of the present invention;
FIG. 3 shows a graph of the target safe rate given when N is 4Comparing the safe interruption probability of the three relay selection schemes under the condition of different equivalent Signal-to-Noise ratios (SNRs);
FIG. 4 is a graph of the safe rate at a given targetComparing the beam forming safety interruption probabilities under different antenna configurations;
fig. 5 is a comparison of outage probability for different antenna configurations at N-4 and SNR-20 dB;
fig. 6 is a comparison of the lower bound relay selection scheme that maximizes the minimum one-way transmission security rate at different SNRs, and the average security rate of the rate-maximizing relay selection scheme and the partial relay selection scheme, when N is 4.
Detailed Description
The present invention will be further described with reference to the following drawings and examples, which include, but are not limited to, the following examples.
The invention introduces the un-trusted relay into the bidirectional transmission relay network, and provides a relay selection algorithm of the bidirectional transmission un-trusted relay network, which selects the relay before signal transmission, and uses the directional beam forming technology to effectively focus the transmitted signal to be orthogonal with all other un-selected relays, so as to prevent the un-selected relays from receiving useful information.
The system model used in the embodiment of the present invention is a bidirectional AF half-duplex relay network, the principle of which is shown in fig. 1, and the model is composed of two users (b: (b) (c))And) And N untrusted amplify-and-forward relay nodesComposition, each user being provided with NtRoot antenna, each relay has only one antenna, and in view of effectively inhibiting useful information eavesdropping by other relay nodes, N is settIs more than or equal to N. Suppose thatAndthere is no direct communication link due to too far distance between them, and only N non-optional relay nodesWith the help of which useful information is exchanged.
Before signal transmission, we assume that the userAndall select the firstA relayIn the first time slot of the time slot,precoding vector wACoded signal xAIs sent toAt the same timePrecoding vector wBCoded signal xBIs sent toxAAnd xBAre mutually interference signals. By adopting the precoding design, the reception of other relay nodes can be inhibitedAndtransmitted byA signal. Wherein the content of the first and second substances,andrespectively representAndthe useful signal that is transmitted,andrespectively representAndsending a precoding vector, sAAnd sBRespectively representAnduseful data symbols transmitted and satisfy. In the second time slot of the time slot,with constant gain aiAmplifying the signal received in the last time slot and then forwarding to the userIt should be noted that other relaysNode pointThe retransmitted signal is also received.
In the present invention, the definitionAndare respectively PAAnd PB(ii) a FromToAnd fromToAre respectivelyAndand assuming that all nodes work in a half-duplex mode, and that all nodes receive noise with a mean value of 0 and a variance of 0Additive complex gaussian noise.
The research flow adopted by the invention is shown in fig. 2, before signal transmission, relay selection is firstly completed, and the most suitable relay is selected. The whole signal transmission process is divided into four small steps to be carried out, 1) two users send information to the selected relay, and the step is completed in the first time slot of the information transmission process; 2) the selected relay amplifies the received information, including the signals sent by the two users in the last time slot; 3) the relay forwards the amplified signal to two users and all other unselected relays; 4) and analyzing the safety rate of each transmission link.
The invention is described in two parts: a preparation stage before information transmission and information transmission.
I preparation phase
Before information transmission, relay selection needs to be completed firstly, and in order to give consideration to reliable and safe transmission performance and complexity, the invention provides a lower-bound relay selection scheme (marked as max-min LB) which maximizes the minimum one-way transmission safe rate. The detailed process is described as follows:
Wherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a);is fromToNormalized received signal-to-noise ratio of (a);is fromToNormalized received signal-to-noise ratio of (a);is fromToNormalized received signal-to-noise ratio of (a);represents fromToThe safe rate of the transmission link of (1). Using formulasThe expression (a1) can be obtained by assuming that the relay gain is high enough (i.e., γ)i,b> 1) obtains expression (a 2).
Since gamma isa,iAnd gammab,iBoth positive values, and according to equations (1) and (2), the relay selection scheme (denoted as max-min LB) that yields the lower bound of maximizing the minimum one-way transmission security rate can be expressed as
II information transmission
(1) First time slot
For theThe design of (2) needs to ensure onlyCan receive xAWhile other relays do not receive xAThereby ensuring thatSecurity of the transmission. For w in the same wayBThe design of (2) needs to ensure onlyCan receive xBWhile other relays do not receiveThereby ensuring thatReliable security of transmission. Based on the fact that the ZBF technology is adopted by the constructionAndis given as a precoding vector wAAnd wBIs obtained by
And
wherein the content of the first and second substances,represents fromToChannel matrices of all other relays except the relay;represents fromToAnd the channel matrix of all other relays.
In thatIn the course of the transmission of (a) the,is single user decodable, thus, relaysTo receive the userThe rate of (d) can be calculated as:
wherein the content of the first and second substances,is formed byThe interference generated by the information transmission of (2), formula prefixBecause a transmission requires 2 time slots to complete.
wherein the content of the first and second substances,is formed byInterference generated by the transmission of information.
(2) Second stage
In the second time slot of information transmission, the operations of relay amplification forwarding, signal reception and the like are respectively completed, and the detailed process is described as follows:
1) relay amplified forwarding
In the second time slot of the time slot,at a constant gainAmplifying received signalsThus, it is possible to provideTransmitted signalIs composed of
Wherein the content of the first and second substances,to representA power gain factor of the normalized transmission signal, and
2) Signal reception
In the second time slot of the time slot,forwarding signals to subscribersBut all other relay nodesThe retransmitted signal is also received.
Wherein the content of the first and second substances,is fromToIn the channel coefficient of, inToIn the course of the transmission of (2),is useful information inToIn the course of the transmission of (2),is useful information;
in the present invention, it is assumed that a userAndwith perfect channel state informationAnddue to xAAnd xBIs at the userAndinformation transmitted in the first stage, for the userAndis a known signal, the influence of this part of the signal can be removed when this part of the signal is received, so that the first term in equation (11) and the second term in equation (12) can be omitted, andandthe received signal may be equivalent to
Therefore, the temperature of the molten metal is controlled,andthe instantaneous signal-to-interference-plus-noise ratio (SINR) of the position can be expressed as
wherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a).
3) Secure rate analysis for individual transmission links
The security rate is defined as the difference between a legitimate channel and an eavesdropping channel in each transmission link. In the present invention, all relays considered are untrusted and should therefore be considered eavesdroppers to check the network security. The weakest relay with the largest eavesdropping capacity among all relays (i.e. having a lower system security rate) is the bottleneck of the bidirectional transmission network, in other words, the weakest relay is in the slaveToAnd fromToHas the highest single-user decodable rate.
Therefore, in the present invention, fromToThe security rate of the transmission link is calculated based on the relay with the largest interception capacity, and the security of the link cannot be guaranteed as long as the relay intercepts useful information. Thus, it is possible to provide
Wherein [ ·]+=max{0,·},Is in two time slots byThe highest single-user decodable rate of the transmitted signal.
Wherein the content of the first and second substances,is formed byThe highest single-user decodable rate of the transmitted signal.
Comparison between the first and second time slots by equations (7) and (18)The single user decodable rate of the transmitted signal, we conclude that:always equals the rate of the first slot, i.e. the single-user decodable rateThis observation can be made by comparing the expressions for the two rates in equations (7) and (18) due to the additional noise present in the rate of the second slotAn acoustic item. Thus, fromToThe transmission link has a safe rate of
Similarly, comparing equations (8) and (19) can be derived fromToThe transmission link has a safe rate of
Thus, the total safe rate of the bidirectional transmission relay network is
In an embodiment, the present invention performs numerical simulation and comparison of the proposed relay selection optimization algorithm. All simulations use fading channel models to perform 1000 independent tests, and the average of the safe rates under the 1000 different fading channel models is recorded as the average safe rate. Suppose that each userAndare all provided with NtThe number N of untrusted relays is set to 3 or 4 or 5 for 10 antennas, each relay being equipped with only one relayAn antenna. To avoid loss of generality, we assume that the noise variance of all nodes is 1, and the userAndis the same as the power of the relay node,by changingTransmission power P ofATo adjust the SNR. In order to show the performance superiority of the relay selection algorithm proposed by the present invention, we introduce two other commonly used secure transmission schemes for comparison. The first is the sum-rate maximization scheme (document [4 ]]) The optimal relay is selected by comparing the system and rate sizes. The second scheme is a partial relay selection scheme (document [5]]) The optimal relay is selected by the quality of the channel from the destination node to the relay. In addition, document [4 ]]And [5]]All based on a trusted network development, we combined it with our proposed untrusted TWRN for comparison purposes.
FIG. 3 compares the max-min LB scheme proposed by the present invention with the maximum sum rate scheme, reference [5]]The correlation between the Security Outage Probability (SOP) and the SNR in the partial relay selection scheme in (1). In the present invention, SOP means that the minimum safe rate in the bidirectional transmission link is lower than a given target safe rateIs a probability ofWhen in useN t10 and target safe rateAs can be seen from the figure, the max-min LB scheme achieves higher performance than the sum rate maximum scheme, the partial relay selection scheme. This is because the sum-rate maximization scheme always selects the relay with the maximum sum rate, which does not guarantee fairness for both transmission links. While some relay selection schemes are designed based only on the channel quality from the destination node to the relay.
Fig. 4 shows the relation between SOP and the number N of untrusted relays under the max-min LB scheme. As can be seen from the figure, the privacy performance of the system can be improved by increasing the number of untrusted relays. This is because the number of untrusted relays is increased, and a larger selection margin is obtained, and a larger diversity gain is obtained.
Fig. 5 shows the relationship between SOP and target safe rate when the number of untrusted relays is different under the max-min LB scheme, and it can be seen from the figure that increasing the number of untrusted relays can improve the SOP of the system, which well demonstrates the results obtained from fig. 3.
Fig. 6 shows the average security rate comparison of the max-min LB scheme with other schemes at 1000 channels, and it can be seen from the figure that the max-min LB scheme is superior to the partial relay selection scheme in document [5], showing the superiority of using the max-min scheme for the untrusted relay network. However, in contrast to the sum-rate-max based scheme, at low SNR, the proposed scheme sacrifices some security rate for fairness. And under the condition of high SNR, the traversing safe rate approximation and the rate maximization of the max-min LB scheme.
And (4) conclusion: for a multi-antenna, multi-relay, secure transmission application scenario, the present invention introduces untrusted relays into the TWRN and proposes a lower bound relay selection scheme that maximizes the minimum unidirectional transmission security rate, performs relay selection before sending the useful signal, and uses beamforming at each user to ensure that any unselected relays cannot receive information. And reliable and safe transmission of information in the untrusted multi-relay network is further realized, and the correctness and the effectiveness of the proposed relay selection scheme are verified through simulation.
Claims (1)
1. A safe transmission method of an untrusted relay bidirectional transmission network based on relay selection is characterized by comprising the following steps:
(1) introduction of untrusted relaying into a two-way transmission relay network, one comprising two usersAnd N untrusted amplify-and-forward relay nodesEach user is provided with NtRoot antenna, only one antenna per relay, Nt≥N,Andthere is no direct communication link between them;
definition ofAndrespectively, is PAAnd PB(ii) a FromToAnd fromToRespectively of the fading channel coefficientsAndall nodes are operating in half-duplex mode and all nodes receive noise with mean 0 and varianceAdditive complex gaussian noise of (1); define fromToNormalized received signal-to-noise ratio ofFromToNormalized received signal-to-noise ratio ofThen optimally select the relay
(2) In the first time slot of the transmission of the information,precoding vector wAUsefulness of codingSignal xAIs sent toAt the same timePrecoding vector wBCoded useful signal xBIs sent toxAAnd xBThe signals are mutually interference signals, and the signals are mutually interfered,andrespectively representAndthe useful signal that is transmitted,andrespectively representAndsending a precoding vector, sAAnd sBRespectively representAnduseful data symbols transmitted and satisfyAt the selected relayWhere the received signal is represented as
Wherein the content of the first and second substances,
represents fromToChannel matrices of all other relays except the relay;represents fromToChannel matrices of all other relays except the relay;
Wherein the content of the first and second substances,is formed byFor the userInterference generated by the transmission;
Wherein the content of the first and second substances,is formed byFor the userInterference generated by the transmission;
(3) in the second time slot of the transmission of the information,at a constant gainAmplifying the signal received in the last time slot and then forwarding to the userThe method comprises the following specific steps:
transmitted signalWherein the content of the first and second substances,power gain factor of the normalized transmitted signal To representThe transmit power of (a);
Wherein n isAAnd nBAre respectivelyAndhas a mean value of zero and a variance ofAdditive complex gaussian noise of (1);
Wherein the content of the first and second substances,is fromToIn the channel coefficient of, inToIn the course of the transmission of (2),is useful information inToIn the course of the transmission of (2),is useful information;indicating selected relayWhere the received mean is 0 and the variance isAdditive complex Gaussian noise, i.e.
Andat instantaneous rates of respectivelyAndwherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a);is fromToNormalized received signal-to-noise ratio of (a);
receiving userAndrespectively at rates ofAndwherein the content of the first and second substances,is fromToNormalized received signal-to-noise ratio of (a);
(4) is calculated fromToSecure rate of transmission linkWherein [. ]]+=max{0,·},Is in two time slots byThe highest single-user decodable rate for the transmitted signal; fromToOf transmission linksSafe rate of speedWhereinIs formed byThe highest single-user decodable rate for the transmitted signal; total safe rate of bidirectional transmission relay network
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810280633.0A CN108601019B (en) | 2018-03-27 | 2018-03-27 | Safe transmission method of untrusted relay bidirectional transmission network based on relay selection |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810280633.0A CN108601019B (en) | 2018-03-27 | 2018-03-27 | Safe transmission method of untrusted relay bidirectional transmission network based on relay selection |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108601019A CN108601019A (en) | 2018-09-28 |
CN108601019B true CN108601019B (en) | 2021-01-15 |
Family
ID=63624094
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810280633.0A Active CN108601019B (en) | 2018-03-27 | 2018-03-27 | Safe transmission method of untrusted relay bidirectional transmission network based on relay selection |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108601019B (en) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109936399B (en) * | 2019-03-07 | 2021-10-15 | 西北工业大学 | Untrusted relay network antenna selection method based on deep neural network |
CN109919226B (en) * | 2019-03-07 | 2022-05-24 | 西北工业大学深圳研究院 | Untrusted relay network antenna selection method based on machine learning |
CN110430566B (en) * | 2019-07-26 | 2020-12-25 | 西北工业大学 | Two-hop multi-relay network secure transmission method based on energy collection |
CN110784866A (en) * | 2019-09-23 | 2020-02-11 | 天津大学 | Untrusted relay network safety transmission method based on blocking type fault-tolerant decoding and forwarding |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106100708A (en) * | 2016-06-07 | 2016-11-09 | 重庆邮电大学 | Safety of physical layer optimization method in a kind of many relay cognitive radio network |
CN106332259A (en) * | 2016-10-11 | 2017-01-11 | 西北工业大学 | Optimal power allocation method for increasing safe energy efficiency in bidirectional relay networks |
CN107071886A (en) * | 2016-10-13 | 2017-08-18 | 西北工业大学 | A kind of optimal power allocation method of insincere junction network under bounded CSI |
CN107659991A (en) * | 2017-10-09 | 2018-02-02 | 西北工业大学 | A kind of energy distributing method in double bounce collection of energy junction network |
CN107733490A (en) * | 2017-10-16 | 2018-02-23 | 西北工业大学 | United beam shaping and optimal power allocation method in two-way insincere junction network |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5204811B2 (en) * | 2010-07-30 | 2013-06-05 | 株式会社バッファロー | COMMUNICATION DEVICE FOR RADIO COMMUNICATION, RADIO COMMUNICATION SYSTEM, AND METHOD FOR RADIO COMMUNICATION |
-
2018
- 2018-03-27 CN CN201810280633.0A patent/CN108601019B/en active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106100708A (en) * | 2016-06-07 | 2016-11-09 | 重庆邮电大学 | Safety of physical layer optimization method in a kind of many relay cognitive radio network |
CN106332259A (en) * | 2016-10-11 | 2017-01-11 | 西北工业大学 | Optimal power allocation method for increasing safe energy efficiency in bidirectional relay networks |
CN107071886A (en) * | 2016-10-13 | 2017-08-18 | 西北工业大学 | A kind of optimal power allocation method of insincere junction network under bounded CSI |
CN107659991A (en) * | 2017-10-09 | 2018-02-02 | 西北工业大学 | A kind of energy distributing method in double bounce collection of energy junction network |
CN107733490A (en) * | 2017-10-16 | 2018-02-23 | 西北工业大学 | United beam shaping and optimal power allocation method in two-way insincere junction network |
Non-Patent Citations (1)
Title |
---|
Optimisedpowerallocationtomaximise;姚如贵 等;《ELECTRONICS LETTERS》;20161027;第1879–1881页 * |
Also Published As
Publication number | Publication date |
---|---|
CN108601019A (en) | 2018-09-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109743729B (en) | Secret transmission method of wireless energy-carrying cooperative system | |
CN108601019B (en) | Safe transmission method of untrusted relay bidirectional transmission network based on relay selection | |
KR101243690B1 (en) | Adaptive modulation for cooperative coded systems | |
CN110519756B (en) | Physical layer safety transmission method of full duplex relay network | |
CN110299934B (en) | Secret transmission method of wireless energy-carrying full-duplex relay system | |
CN113132975B (en) | Safe transmission method of multi-antenna cooperative non-orthogonal multiple access system | |
CN110752865A (en) | Multi-user MIMO communication secrecy method under relay cooperation network | |
Yılmaz et al. | Performances of transmit antenna selection, receive antenna selection, and maximal-ratio-combining-based hybrid techniques in the presence of feedback errors | |
Dai et al. | Cross-layer design for combining cooperative diversity with truncated ARQ in ad-hoc wireless networks | |
Khuntia et al. | A bidirectional relay-assisted underlay device-to-device communication in cellular networks: An IoT application for FinTech | |
Levorato et al. | Physical layer approximations for cross–layer performance analysis in MIMO-BLAST ad hoc networks | |
Zhang et al. | Outage Capacity Analysis for Cognitive Non-Orthogonal Multiple Access Downlink Transmissions Systems in the Presence of Channel Estimation Error. | |
CN111404588B (en) | Physical layer secure transmission method of full-duplex cognitive eavesdropping network | |
Wei et al. | Secrecy outage performance for DF buffer-aided relaying networks with a multi-antenna destination | |
Tran et al. | Distributed relay selection for MIMO-SDM cooperative networks | |
Shi et al. | Cross-layer combination of cooperative HARQ with AMC in wireless ad-hoc networks | |
Cao et al. | Full-duplex relay assisted secure transmission for NOMA networks | |
Zhang et al. | Max-ratio relay selection for secure communication in amplify-and-forward buffer-aided cooperative networks | |
US8948686B2 (en) | Method for selecting source transmit antenna in cooperative MIMO communication system | |
Fakih et al. | Beamforming in ad hoc networks: MAC design and performance modeling | |
Andrawes et al. | Survey on performance of adaptive modulation scheme with cooperative diversity in wireless systems | |
Sun et al. | Wireless physical-layer surveillance via proactive eavesdropping and alternate jamming | |
Ahmed et al. | To cooperate or not to cooperate? That is the question! | |
Yarkin et al. | Multi-hop space shift keying with path selection | |
Parsaeefard et al. | Secrecy rate with friendly full-duplex relay |
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 | ||
GR01 | Patent grant | ||
GR01 | Patent grant |