CN110300399A - A kind of short distance multi-user concealed communication method and system based on Wi-Fi network interface card - Google Patents

A kind of short distance multi-user concealed communication method and system based on Wi-Fi network interface card Download PDF

Info

Publication number
CN110300399A
CN110300399A CN201910548389.6A CN201910548389A CN110300399A CN 110300399 A CN110300399 A CN 110300399A CN 201910548389 A CN201910548389 A CN 201910548389A CN 110300399 A CN110300399 A CN 110300399A
Authority
CN
China
Prior art keywords
user
signal
csi
receiving end
radiofrequency 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.)
Granted
Application number
CN201910548389.6A
Other languages
Chinese (zh)
Other versions
CN110300399B (en
Inventor
牛进平
马跃
郭艺
张李
鱼跃华
陈�峰
尹晓燕
陈晓江
房鼎益
汤战勇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Northwest University
Original Assignee
Northwest University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Northwest University filed Critical Northwest University
Priority to CN201910548389.6A priority Critical patent/CN110300399B/en
Publication of CN110300399A publication Critical patent/CN110300399A/en
Application granted granted Critical
Publication of CN110300399B publication Critical patent/CN110300399B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0009Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the channel coding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0023Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
    • H04L1/0026Transmission of channel quality indication
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/80Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication

Abstract

The invention discloses a kind of short distance multi-user concealed communication methods and system based on Wi-Fi network interface card, method includes following sub-step: step 1:Wi-Fi signal source issues radiofrequency signal, and receiving end receives radiofrequency signal and calculates the CSI between Wi-Fi signal source and receiving end according to radiofrequency signal;Step 2: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and each user loads the information sequence for respectively passing through orthogonal coding using network interface card in radiofrequency signal simultaneously, obtains comprehensive radiofrequency signal by superposition;Step 3: receiving end receives comprehensive radiofrequency signal and calculates the CSI between Wi-Fi signal source and receiving end according to comprehensive radiofrequency signal, the mapping for establishing CSI amplitude to signal level obtains integrated signal level, integrated signal level is decoded, the information sequence of user is obtained.The present invention can transmit the data of multiple users, and the recipient of receiving end is helped to separate the important information of multiple users, guarantee user using public network connection transmission important information safety.

Description

A kind of short distance multi-user concealed communication method and system based on Wi-Fi network interface card
Technical field
The invention belongs to Covert Communication Technology fields, and in particular to a kind of short distance multi-user based on Wi-Fi network interface card is hidden Cover communication means and system.
Background technique
In recent years, becoming increasingly popular with wireless network and mobile intelligent terminal, near radio data are transmitted Become essential a part in people's daily life.There is a large amount of user privacy information to pass through in short distance The methods of Wi-Fi, Bluetooth, NFC mutually transmitting between the subscriber devices, wherein there is huge safety problems.According to rising " first quarter safety message in the 2019 " display for interrogating Mobile safety laboratory publication, ends March, public Wi-Fi quantity is high Up to 9.84 hundred million, the public places such as covering airport, hotel, shopping mall market do not find the Wi-Fi accounting 58.18% of risk, and Risk Wi-Fi accounting 41.82%, quantity is close to 3.96 hundred million.The privacy that offender can steal user using risk Wi-Fi is believed Breath, or even threaten user's property safety.Bluetooth not only can be by Denial of Service attack, co-channel interference, message modification and resource The influence of abuse also has the pairing time up to 6 seconds, and the drawbacks of only support point-to-point communication.Wi-Fi is used in public places Privacy information is transmitted with Bluetooth, such as identity information, address list, account number cipher all have greater risk.And conduct The mainstream technology NFC of near-field communication at present, due to the limitation in cost and market, the mobile device Zhan with NFC function is always set Standby 30%.
With the enhancing of people's information protection consciousness and going deep into for research, there are a series of concealed communication methods, such as Based on the schemes such as heat reflection and ELECTROMAGNETIC REFLECTION, this concealed communication method compared to the scheme based on early sound and light there is Do not need to establish the advantage of physical connection, however, these solutions all obtained in the environment of each self application it is a degree of Using.Its limitation is obvious, for example needs power supply, energy consumption are high, need external equipment just to can be carried out communication.Lead in the prior art Impedance when crossing network interface card switch is different, reflects the sine wave from router, and self information is loaded into received signal strength RSSI is upper or is transferred to receiving end, although the public Wi-Fi quantity of 9.84 hundred million quantity and the popularization of network interface card provide firmly thus Part basis, but it is corresponding there is a problem that it is obvious:
(1) RSSI signal is affected by environment big, and RSSI information will appear bigger change with the variation in time and space Change, the reason is that environment Multipath Transmission;
(2) RSSI signal is easy captured, and RSSI information can be captured by business networking devices any in space, unfavorable In the hided transmission of data;
(3) message transmission rate is limited to the delay of network interface card switch, only 1bps or so.Therefore, a kind of inexpensive, high-precision Degree, the covert communications solution easily used have very important researching value.
Summary of the invention
The purpose of the present invention is to provide a kind of short distance multi-user concealed communication method based on Wi-Fi network interface card and it is System, to solve the problems, such as the prior art to covert communications project study.
In order to realize above-mentioned task, the invention adopts the following technical scheme:
A kind of short distance multi-user's concealed communication method based on Wi-Fi network interface card, including following sub-step:
Step 1:Wi-Fi signal source issues radiofrequency signal, and receiving end receives radiofrequency signal and calculates Wi- according to radiofrequency signal Original channel status information CSI between Fi signal source and receiving end;
Step 2: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and the user terminal includes multiple users, each User loads the information sequence for respectively passing through orthogonal coding using network interface card in radiofrequency signal simultaneously, obtains comprehensive radiofrequency signal;
Step 3: receiving end receives comprehensive radiofrequency signal and calculates Wi-Fi signal source and receiving end according to comprehensive radiofrequency signal Between CSI, the mapping for establishing CSI amplitude to signal level obtains integrated signal level, then carries out to integrated signal level Decoding, obtains the information sequence of each user.
Further, step 2 includes following sub-step:
Step 2.1: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and the user terminal includes K user, is Efficiently separate the data from different user at receiver, we utilize wkTo encode the transmission data of user k.Each The data of user include multiple information bits, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate information bit most Big digit, μk(l) indicate bipolarity position andwkIt is expressed as the kth of Walsh-Hadmard matrix Row vector, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and not small In total number of users;
Step 2.2: according to the building of user's number and while the respective information for passing through orthogonal coding of load in radiofrequency signal Sequence obtains comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stageh0For Wi-Fi signal source to reception Hold the original CSI, h of receiverkFor the CSI of k-th of user to receiver, h0,kIndicate Wi-Fi signal source to k-th user's CSI, pkFor the transmission power of the network interface card of k-th of user, p0For the transmission power at Wi-Fi signal source,It indicates to adjust network interface card The attenuation coefficient of working condition.
Further, step 3 includes following sub-step:
Step 3.1: receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, calculates Wi-Fi using formula II and believes CSI number between source and receiving end:
Wherein,And z " is noise item;
Step 3.2: the amplitude of the CSI established between Wi-Fi signal source and receiving end using formula III to signal level is reflected It penetrates to obtain integrated signal level d "k:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
Step 3.3: to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkObtain k-th of use The original information sequence at family, and then obtain the information sequence of whole K users.
Further, step 3.3 includes following sub-step:
Rapid 3.3.1 step by step: using formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
Wherein,d'kIt is information sequence of k-th of user after orthogonal coding extends.
Step 3.3.2: according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain To the information sequence of k-th of user, and then obtain the information sequence of whole K users:
Further, the radiofrequency signal relies on data packet and is sent to receiving end, the data packet by Wi-Fi signal source Structure be that packet detection sequence, user identity identification serial ID and payload transmit sequence, the identification sequence of k-th of user IDkIt is expressed as,Wherein, K0≥K+1。
A kind of short distance multi-user's convert communication system based on Wi-Fi network interface card, including Wi-Fi signal source, user terminal, connect Receiving end;
Including Wi-Fi signal source, user terminal, receiving end;
The Wi-Fi signal source is for issuing radiofrequency signal to receiving end;
The user terminal includes multiple users, and each user is loaded respectively by just using network interface card in radiofrequency signal simultaneously The information sequence of coding is handed over, and is reflected into receiving end and is overlapped to obtain comprehensive radiofrequency signal with original radio frequency signal;
The receiving end receives the synthesis radiofrequency signal of the radiofrequency signal that Wi-Fi signal source is sent and user terminal reflection, CSI between Wi-Fi signal source and receiving end is calculated, is changed according to the amplitude of CSI, establishes the mapping of CSI amplitude to signal level Integrated signal level is obtained, then integrated signal level is decoded, obtains the information sequence of each user.
Further, the radiofrequency signal that user terminal reflection Wi-Fi signal source issues, the user terminal includes K user, In order to efficiently separate the data from different user at receiver, we utilize wkTo encode the transmission data of user k.Often The data of a user include multiple information bits, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate information bit most Big digit, μk(l) indicate bipolarity position andwkIt is expressed as the kth of Walsh-Hadmard matrix Row vector, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and not small In total number of users;
Then the information sequence for respectively passing through orthogonal coding is simultaneously loaded in radiofrequency signal simultaneously according to the building of user's number, Obtain comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stageh0For Wi-Fi signal source to reception Hold the CSI, h of receiverkFor the CSI of k-th of user to receiver, h0,kIndicate CSI, p of the Wi-Fi signal source to k-th of userk For the transmission power of the network interface card of k-th of user, p0For the transmission power at Wi-Fi signal source,It indicates to adjust network interface card work shape The attenuation coefficient of state.
Further, the receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, calculates Wi- using formula II CSI between Fi signal source and receiving end:
Wherein,And z " is noise item;
The receiving end obtains integrated signal level d " using the mapping that formula III establishes CSI to signal levelk:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
The receiving end is to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkIt obtains k-th The information sequence of user, and then obtain the information sequence of whole K users.
Further, the receiving end is to utilization formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
And according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain k-th of use The information sequence at family, and then obtain the information sequence of whole K users:
Further, the radiofrequency signal relies on data packet and is sent to receiving end, the data packet by Wi-Fi signal source Structure be that packet detection sequence, user identity identification serial ID and payload transmit sequence, the identification sequence of k-th of user IDkIt is expressed as,Wherein, K0Greater than total number of users K, i.e. K0≥K+1。
Compared with the prior art, the invention has the following beneficial effects:
(1) in recent years, the CSI of Wi-Fi equipment has been widely used in environmentally sensitive field.With connecing in Wi-Fi equipment It receives signal strength RSSI to compare, it is a more fine-grained channel characteristic.CSI can capture rapid fading and slow fading letter simultaneously Breath, to reflect frequency-selective channel feature and multipath channel effect.It is of the invention compared with the method for sensing based on RSSI Method for sensing based on CSI has better sensing capabilities.
(2) in order to help the important information for extracting user from Wi-Fi CSI, a theoretical model is given to show Relationship between Wi-Fi CSI, reflected radio-frequency signal and important information.
(3) in order to solve the problems, such as that Wi-Fi network interface card carries out the covert communications of multi-user, the important information of multiple users is superimposed upon Receiving end can not separate this problem, and orthogonal encoding and decoding technique helps recipient to separate the important information of multiple users.
(4) it for the relationship theoretically between the CSI of analog capture and the important information of user's transmission, analyzes first The private communication channel communication of signals transmission passes through wireless network card, the source CSI then analyzed (signal assisting device) and receiving end Wireless signal receiver finally gives theoretical model analysis CSI and transmits the relationship between data.
(5) data of multi-user decode for convenience, propose a kind of scheme that can determine number of users and identity.
Detailed description of the invention
Fig. 1 is the variation diagram of the CSI at receiver when user configuration 9580 network interface card of Atheros;
Fig. 2 is that user transmits packet structure figure;
Fig. 3 is the different frequency subcarrier range value figure received;
Fig. 4 is the different frequency sub-carrier signal-noise ratio figure by DC processing;
Fig. 5 is the CSI map of magnitudes for different user quantity;
Fig. 6 is multi-user scene figure;
Fig. 7 is experiment topological diagram;
Fig. 8 is number of users recognition performance figure;
Fig. 9 is User ID recognition performance figure;
Figure 10 is the bit error rate performance figure there are different number user;
Figure 11 is system transfer rate bit error rate relation figure corresponding with network interface card switch gap;
Figure 12 is influence of the Wi-Fi access point number to system performance in environment.
Specific embodiment
Embodiment 1
A kind of short distance multi-user's concealed communication method based on Wi-Fi network interface card is disclosed in the present embodiment, including such as Lower sub-step:
Step 1:Wi-Fi signal source issues radiofrequency signal, and receiving end receives radiofrequency signal and calculates Wi- according to radiofrequency signal Original CSI between Fi signal source and receiving end;
Step 2: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and the user terminal includes multiple users, each User loads the information sequence for respectively passing through orthogonal coding using network interface card in radiofrequency signal simultaneously, obtains synthesis by superposition and penetrates Frequency signal;
Step 3: receiving end receives comprehensive radiofrequency signal and calculates Wi-Fi signal source and receiving end according to comprehensive radiofrequency signal Between CSI, changed according to the amplitude of CSI, the mapping for establishing CSI amplitude to signal level obtains integrated signal level, then Integrated signal level is decoded, the information sequence of all users is obtained.
The present invention adjusts the impedance of mobile subscriber's Wi-Fi network interface card by the software of preassembled control network interface card impedance, Ambient radio-frequency signal (RF) signal to make the network interface card of user be able to reflect in ambient enviroment.Then, the information in user terminal The receiver that can be carried by the radiofrequency signal reflected and be transmitted to receiving end helps multi-user to exist using orthogonal coding and decoding Receiving end carries out data decoding.
Firstly, to Wi-Fi network interface card, how load information sequence is done to explain:
As shown in fig. 6, the incoming signal from Wi-Fi signal source will be transmitted directly to receiving end.In addition, if user The impedance of network interface card is from a kind of state change to another state, then auxiliary signal may be reflected by the network interface card of user, then passes It is defeated to arrive receiving end.It is studied herein mainly for the user of static network card configuration.In static type network interface card, enable when continuous and When disabling Wi-Fi network interface card, the square wave of the envelope of reflected radio-frequency signal as a different capacity grade.As shown in Figure 1, network interface card AR9850 belongs to static network interface card.The signal that one transmitting antenna of the signal source receives at user k can indicate are as follows:
Wherein h0,kFor CSI of the Wi-Fi signal source at user k, P0And x0Transmission power respectively at Wi-Fi signal source With transmitting signal, ZkFor the white Gaussian noise at user k.
Assuming that user is mounted with the software of control network interface card impedance in advance, and the software for controlling network interface card impedance can be controlled The working condition of user's network interface card processed, is at open/close state, thus can reflect out the RF signal that user receives.Net The amplitude that the different working condition of card will lead to reflected radio-frequency signal is different, as shown in Figure 1.More specifically, the letter received Number x'kIt will be reflected to user k:
Wherein α 0 and α 1 is decay factor caused by adjusting network interface card working condition.
Using this characteristic, the sensitive information of user can be modulated into the radiofrequency signal of reflection, then in receiving end Receiving end decoding.More specifically, the software of the control network interface card impedance in mobile subscriber is pre-installed according to the sensitivity of user The working condition that information controls user's network interface card is on or off.Therefore, the reflection signal at user k can be rewritten are as follows:
Wherein dkIt is the sensitive information position in user k.According to (2) and (3), the software of the control network interface card impedance of user k will The network interface card of user is forced, if if the software that sensitive information transmission is ' 0 ' and controls network interface card impedance will force the network interface card of user The information of position transmission is " 1 ".In this way, the sensitive information of user can be modulated into radiofrequency signal, and pass to and connect The receiver of receiving end.
If K user reflects Wi-Fi signal simultaneously, the receiver of receiving end comes from Wi-Fi signal in addition to receiving Outside the signal in source, the signal from all K users can be also received.Therefore, the signal that receiving end receives can be expressed as
Wherein h0For Wi-Fi signal source to the CSI of receiving end receiver, hkFor the CSI of user k to receiver, PkFor with The transmission power of the network interface card of family k, z are the white Gaussian noise at receiver.
Mainly for more mobile devices of configuration static types network interface card, the hidden letter based on Wi-Fi network interface card back scattering Road communication code scheme.In order to allow multiple users simultaneously propagation data, using orthogonal coding technology to the payload before transmission Data are encoded.In this way, different users can be distinguished with different orthogonal codes.Therefore, in receiving end, it can use phase The quadrature decoder technology answered separates data from different users.
Specifically, step 2 includes following sub-step:
Step 2.1: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and the user terminal includes K user, is Efficiently separate the data from different user at receiver, we utilize wkTo encode the transmission data of user k.Often The data of a user include multiple information bits, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate information bit most Big digit, μk(l) indicate bipolarity position andwkIt is expressed as the kth of Walsh-Hadmard matrix Row vector, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and are not less than Total number of users (N >=K);
For the ease of explaining, encoding the transport payload number of each user using the row of Walsh-Hadmard matrix According to.Walsh-Hadmard matrix is a square matrix, and row is orthogonal vectors.Indicate WNFor the Walsh-Hadmard square of N × N Battle array.Then, it is
With
The wherein integral power that N is 2, N > 2, and it is not less than total number of users (i.e. N >=K),It is Kronecker (Kronecker) Product.Indicate wiFor Walsh-Hadmard matrix HNThe i-th row vector.According to the definition of Walsh-Hadmard matrix,
wiwj T=0 (7)
With
wiwi T=N (8)
In order to effectively separate data from different users in receiving end, w is utilizedNTo the transmission data of user k It is encoded.
Step 2.2: the information sequence of orthogonal coding, warp are constructed and respectively passed through to radiofrequency signal load according to user's number It crosses superposition and obtains comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stage βkηkCk,h0For Wi-Fi signal source to receiving end The original CSI, h of receiverkFor the CSI of k-th of user to receiver, h0,kIndicate Wi-Fi signal source to k-th user's CSI, pkFor the transmission power of the network interface card of k-th of user, p0For the transmission power at Wi-Fi signal source, αηkIt indicates to adjust network interface card The attenuation coefficient of working condition.
The case where for a user, orthogonal coding is not needed, it is therefore assumed that W in the case where a user1=1.Note Meaning, other orthogonal coding schemes can be used for supporting the signal of multiple users to transmit.For the ease of explaining, using Walsh- Hadmard sequence encodes the information of transmission.
Specifically, step 3 includes following sub-step:
Step 3.1: receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, calculates Wi-Fi using formula II and believes CSI number between source and receiving end:
Wherein,And z " is noise item;
Step 3.2: the variation of comprehensive radiofrequency signal can cause the amplitude of CSI to change, and establish comprehensive CSI to letter using formula III The mapping of number level obtains integrated signal level d "k:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
Step 3.3: to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkObtain k-th of use The information sequence at family, and then obtain the information sequence of whole K users.
Preferably, step 3.3 includes following sub-step:
There are two possible values for the encoded information bits transmitted at the user k in d': ' 1 ' and ' -1 '.By each encoded information The reception signal rank of symbol " 1 " and " -1 " is respectively labeled as 1 and -1.Assuming that a total of K user, all users send simultaneously Data, a user of K (1≤k≤K) send encoded information symbol " 1 ", remaining K-k user sends encoded information symbol " -1 ".So Afterwards, overall received signal level relevant to these transmission symbols is defined as (K-k) × (- 1) k × 1+=K-2k.
In view of the structure and design of packet, in superposition CSI preamble sequence relevant to transmitter identification codes ID, the number of CSI The quantity that amount level is equal to user adds 1, K+1, and the quantity of signal level is the level of the same CSI.More specifically, involved And signal level are as follows: K, K-2 ..., K-2 (K-1) ... ,-K wherein K-2 (K- 1) be transmitter identification codes ID in K Corresponding signal level.
It is to receive each symbol loaded to determine signal level according to the signal level obtained in preamble sequence.More specifically Ground is said, the mean value of CSI amplitude sample in each symbol period is calculated, then by calculated value and CSI water relevant with sequence number sequence It is flat to be compared, finally calculated value is updated horizontal to nearest CSI.Then, the CSI being calculated grade is mapped to accordingly Signal grade.The corresponding calculating signal level of an information bit for indicating the user without orthogonal coding is Ss.
Step 3.3.1: using formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
WhereinWherein d'kIt is information sequence of k-th of user after orthogonal coding extends.
Step 3.3.2: according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain To the information sequence of k-th of user, and then obtain the information sequence of whole K users:
Specifically, the consistency in order to keep description, use " 1 " and " -1 " respectively indicate " 1 " in preface sequence and "0".Packet is detected, using " -1,1,1,1, -1 " in frame structure as packet detection code.Then according to the coding of data packet Structure is in receiving end detection data packet.Other codes can also be used for that data packet is facilitated to detect.
The wireless carrier of CSI transmits, if the time interval CSI of CSI trace between the two from the beginning is horizontal suddenly Variation is equal to three symbol durations, and sudden change causes CSI level to increase at the beginning, and ending suddenly change leads to CSI Standard reduces, and then continuous three symbols " 111 " can be detected.First and last symbol " -1 " can also be true It is fixed, because caused by the mutation of CSI level is difference as transmission symbol.Once detecting symbol " -1111-1 ", it is meant that Transmit new compression.
Data decoding is carried out in receiving end for convenience, it is necessary to Customs Assigned Number and identity after first determining data packet detection. Therefore, user identification code is devised in frame structure to solve the problems, such as this.More specifically, implementation sequence ID, to know Not different user, in order to carry out data decoding in receiving end.Specifically, it is assumed that 11×kWith -11×kIt is all elements difference 1 × k-vector equal to 1 with -1.
The radiofrequency signal relies on data packet and is sent to receiving end by Wi-Fi signal source, and the structure of the data packet is Packet detection sequence, user identity identification serial ID and payload transmit sequence, the identification serial ID of k-th of userkIt is expressed as,Wherein, K0Greater than total number of users K, i.e. K0≥K+1。
Specifically, the method for determining user number and identity
However, wanting the payload information of receiver decoder, it is necessary first to know the number of user and the identity of user.
Once finding the symbol " -1111-1 " for wrapping detection, so that it may related to user identity according to pack arrangement determination The position K+1 ID position.These K+1 symbols will be used to determine the number and identity of user.
A) observe: since the CSI level of aggregation of several users is by linear superposition, this can also be in the measured data after LPF In be proven, as shown in Figure 5.If two users send the signal reflected simultaneously, obtained by the identity code being superimposed CSI level will as stair, if all users simultaneously send data, in the end of each bit duration Unexpected variation can all occur for time, CSI level.
B) number of users determines: one matrix T of construction, row is the identity code of all users,
Wherein row k vector is equal to the identification code of k-th of user.It is horizontal by setting CSI in order to determine the quantity of user Change threshold detects the mutation quantity of the endpoint boundary CSI level of each bit.The number of users etc. of data is sent simultaneously In the mutation quantity of CSI level in symbol duration, correspond to user identity code.
C) user identity determines: according to Germicidal efficacy in Fig. 5, the structure of matrix T is, if the of user identity code position CSI level mutates at the end boundary of k symbol, then user sends data.For example, if in all K users only User 1 and user 3 take part in backscatter transmission, then corresponding submatrix can indicate in matrix T are as follows:
The variation of CSI rank will occur in the CSI that the 1st of CUSTOMER ID and the 3rd end position are superimposed.
Embodiment 2
A kind of short distance multi-user's convert communication system based on Wi-Fi network interface card, including Wi-Fi signal source, user terminal, connect Receiving end;
The Wi-Fi signal source is for issuing radiofrequency signal to receiving end;
The user terminal includes K user, and each user loads respective information using network interface card in radiofrequency signal simultaneously Sequence, each user loads the information sequence for respectively passing through orthogonal coding using network interface card in radiofrequency signal simultaneously, by superposition It obtains the comprehensive radiofrequency signal of comprehensive radiofrequency signal and reflexes to receiving end;
The receiving terminal receives the synthesis radiofrequency signal of the radiofrequency signal that Wi-Fi signal source is sent and user terminal reflection, The CSI between Wi-Fi signal source and receiving end is calculated separately, is changed according to the amplitude of CSI, establishes CSI amplitude to signal level Mapping obtain integrated signal level, then integrated signal level is decoded, obtains the information sequence of K user.
Specifically, the radiofrequency signal that user terminal reflection Wi-Fi signal source issues, the user terminal includes K user, in order to The data from different user are efficiently separated at receiver, we utilize wkTo encode the transmission data of user k.Each The data of user include multiple information bits, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate information bit most Big digit, μk(l) indicate bipolarity position andwkIt is expressed as the row k of Walsh-Hadmard matrix Vector, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and are not less than Total number of users (N >=K);The information sequence of orthogonal coding, warp are constructed and respectively passed through to radiofrequency signal load according to user's number It crosses superposition and obtains comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stageh0For Wi-Fi signal source to reception Hold the original CSI, h of receiverkFor the CSI of k-th of user to receiver, h0,kIndicate Wi-Fi signal source to k-th user's CSI, pkFor the transmission power of the network interface card of k-th of user, p0For the transmission power at Wi-Fi signal source,It indicates to adjust network interface card The attenuation coefficient of working condition.
Specifically, the receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, Wi-Fi is calculated using formula II CSI between signal source and receiving end:
Wherein,And z " is noise item;
The receiving end obtains integrated signal level d " using the mapping that formula III establishes comprehensive CSI to signal levelk:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
The receiving end is to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkIt obtains k-th The information sequence of user, and then obtain the information sequence of whole K users.
Preferably, the receiving end is to utilization formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
WhereinWherein d'kIt is information sequence of k-th of user after orthogonal coding extends.
And according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain k-th of use The information sequence at family, and then obtain the information sequence of whole K users:
Specifically, the radiofrequency signal, which relies on data packet, is sent to receiving end by Wi-Fi signal source, the data packet Structure is that packet detection sequence, user identity identification serial ID and payload transmit sequence, the identification serial ID of k-th of userk It is expressed as,Wherein, K0Greater than total number of users K, i.e. K0≥K+1。
Embodiment 3
Experimentation
Multi-user's private communication channel backscattering communication system is constructed in 5GHz frequency range by commercial Wi-Fi equipment first. Then, we collect data by system come assessment of system performance.Experimental data acquisition be in a common laboratory into Capable, there are multiple work in the room or corridor of surrounding in the Wi-Fi access point (APs) of same frequency range, makes always to system At interference.
Assessment and configuration
Experimental evaluation is that user's scene according to shown in Fig. 6 is designed.Specifically, we are respectively using outfit The commercial mini desktop computer of Intel 5300Wi-Fi network interface card and 5dBi omnidirectional antenna is as signal assistant and receiver.And The commercial mini desktop computer for being equipped with Atheros AR9580Wi-Fi network interface card and 5dBi omnidirectional antenna is user.Experimental evaluation It is to be carried out under working environment, topological structure is as shown in Figure 7.Signal assistant passes through transmission User Datagram Protocol (UDP) Packet generates 5GHz and helps signal.The transmission rate of packet is 1000 packet/seconds.Recipient is currently running CSI tool and is used for capture The CSI of communication process is tracked.User is between signal assistant and receiver.Wherein d2 and d1 is respectively that signal assistor arrives The vertical range of the vertical range of user people and receiver to user people.Signal assistor is 1.2m at a distance from receiver.Net The switch gap of card is defaulted as 0.25s.
The CSI of receiving end and the signal-to-noise ratio received (SNR)
Fig. 3 shows the track CSI of multiple subcarriers and the corresponding signal-to-noise ratio of receiver after LPF.The volume leaked from user Code sensitive data is related with the square of the track CSI in Fig. 3.It can be seen from the figure that and not all Wi-Fi subcarrier all Sensitive data from the user is carried, this is because the frequency selectivity of Wi-Fi channel.Therefore, from the user in order to decode Sensitive data needs to carry out sub-carrier selection.
Fig. 4 be respectively after DC component removal each subcarrier in two moment different moments (corresponding different Bale No.s) CSI rail The signal-to-noise ratio of mark is not to say that a subcarrier it can be seen from the figure that signal-to-noise ratio is frequency selectivity and time selectivity On signal-to-noise ratio it is higher, it is easier decode the subcarrier on user sensitive data.Therefore, for the ease of to sensitive data into Row decoding is decoded using leading characteristic selection subcarrier.
1) number of users detects: the decoding of the sensitive data of number of users detection performance and receiver is closely related, especially right In multi-user people's scene.Fig. 8 shows that d1 distance changes from 10cm to 40cm when 1,2,3 user simultaneously participates in system When, the performance of number of users detection performance.It can be seen from the figure that detection performance declines with the increase of d1.The reason is that The distance of user to receiver is remoter, and the back-scattered signal that receiver receives is weaker, to reduce number of users detection Performance.From figure we it can also be seen that detection performance is lower, user is more.In d1=10cm, to the use of different number Family, detection performance almost can achieve 100%.
2) User ID detection performance: Fig. 9 illustrates when 1,2,3 user people simultaneously participates in system, d1 distance for 10~ When 40cm, the performance of user's person part recognition performance.It can be seen from the figure that with the increase of d1, under User ID detection performance Drop, this is similar to trend in figure.We obtain more users it can also be seen that detection performance is lower.In d1=10cm When, the subject number detection performance of different subject numbers almost can achieve 100%, similar to figure.
3) it error rate of system (BER): Figure 10 describes when 1,2,3 user simultaneously participates in system, d1 distance is from 10cm To the decoding performance of system when 40cm variation.It can be seen from the figure that BER increases with the increase of d1.To find out its cause, with The distance of family to receiver is remoter, and the backscatter signal that receiver receives is weaker, to reduce decoding performance.From figure It can also be seen that with the increase of user number, the bit error rate is also increased accordingly.The bit error rate of one user people is in d1 < 20cm It almost can achieve 0.For 1,2 or 3 user involved in system, error code when d1=10cm is less than 1%.
System data rates and network interface card switching interval
Figure 11 illustrates when being related to a user, shadow of the network interface card switch gap to system data rates and the bit error rate It rings.Antenna gain is that the omnidirectional antenna of 5dBi is arranged respectively at signal assistant, user and receiving end, d1=10cm.It can from figure To find out, data rate and the bit error rate all increase with the reduction of network interface card switching interval.By changing the switching frequency of network interface card, Message transmission rate can reach 100, and the bit error rate is very low;Therefore, which can also be applied to some pairs of transmission rate requests Lower near-field communication scene.
Interfere the influence to receiver signal-to-noise ratio
Figure 12 gives an example, illustrates as d1=20cm, in the 1500th data packet, when DC is removed in CSI Afterwards, influence of the interference from ambient enviroment to receiver average signal-to-noise ratio.These data are collected from many experiments measurement 's.In each experiment, we observe the quantity of Wi-Fi access point (APs) under 5GHz frequency using Wi-Fi diagnostic software.From As can be seen that signal-to-noise ratio is reduced with the increase of Wi-Fi AP quantity in figure.When 5Ghz Wi-Fi APs quantity increases, this The interference meeting severe jamming CSI trace of a little Wi-Fi APs, thus the reflection signal for carrying CSI trace at receiver, so that Sensitive data decoding at receiver becomes more difficult.On the other hand, higher data rate is in Figure 11 when ambient enviroment It interferes less.

Claims (10)

1. a kind of short distance multi-user's concealed communication method based on Wi-Fi network interface card, which is characterized in that including following sub-step:
Step 1:Wi-Fi signal source issues radiofrequency signal, and receiving end receives radiofrequency signal and calculates Wi-Fi letter according to radiofrequency signal Original channel status information CSI number between source and receiving end;
Step 2: user terminal reflects the radiofrequency signal that Wi-Fi signal source issues, and the user terminal includes multiple users, each user It loads the information sequence for respectively passing through orthogonal coding in radiofrequency signal simultaneously using network interface card, obtains comprehensive radiofrequency signal;
Step 3: receiving end receives comprehensive radiofrequency signal and is calculated between Wi-Fi signal source and receiving end according to comprehensive radiofrequency signal CSI, the mapping for establishing CSI amplitude to signal level obtains integrated signal level, then decodes to integrated signal level, Obtain the information sequence of each user.
2. short distance multi-user's concealed communication method based on Wi-Fi network interface card as described in claim 1, which is characterized in that step Rapid 2 include following sub-step:
Step 2.1: user terminal reflect Wi-Fi signal source issue radiofrequency signal, the user terminal includes K user, in order to The data from different user are efficiently separated at receiver, we utilize wkTo encode the transmission data of user k.Each user Data include multiple information bits, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate the dominant bit of information bit Number, μk(l) indicate bipolarity position andwkBe expressed as the row k of Walsh-Hadmard matrix to Amount, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and are not less than user Sum;
Step 2.2: simultaneously load the information sequence for respectively passing through orthogonal coding in radiofrequency signal simultaneously according to the building of user's number, Obtain comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stageh0It is terminated for Wi-Fi signal source to reception The original CSI, h of receipts machinekFor the CSI of k-th of user to receiver, h0,kIndicate CSI, p of the Wi-Fi signal source to k-th of userk For the transmission power of the network interface card of k-th of user, p0For the transmission power at Wi-Fi signal source,It indicates to adjust network interface card work shape The attenuation coefficient of state.
3. short distance multi-user's concealed communication method based on Wi-Fi network interface card as claimed in claim 2, which is characterized in that step Rapid 3 include following sub-step:
Step 3.1: receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, calculates Wi-Fi signal source using formula II CSI between receiving end:
Wherein,And z " is noise item;
Step 3.2: the amplitude of the CSI established between Wi-Fi signal source and receiving end using formula III to signal level is mapped To integrated signal level d "k:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
Step 3.3: to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkObtain k-th of user's Original information sequence, and then obtain the information sequence of whole K users.
4. short distance multi-user's concealed communication method based on Wi-Fi network interface card as claimed in claim 3, which is characterized in that step Rapid 3.3 include following sub-step:
Step 3.3.1: using formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
Wherein,d'kIt is information sequence of k-th of user after orthogonal coding extends.
Step 3.3.2: according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain kth The information sequence of a user, and then obtain the information sequence of whole K users:
5. short distance multi-user's concealed communication method described in claim 1 based on Wi-Fi network interface card, which is characterized in that described Radiofrequency signal relies on data packet and is sent to receiving end by Wi-Fi signal source, and the structure of the data packet is packet detection sequence, uses Family identification serial ID and payload transmit sequence, the identification serial ID of k-th of userkIt is expressed as,Wherein, K0≥K+1。
6. a kind of short distance multi-user's convert communication system based on Wi-Fi network interface card, which is characterized in that including Wi-Fi signal source, User terminal, receiving end;
The Wi-Fi signal source is for issuing radiofrequency signal to receiving end;
The user terminal includes multiple users, and each user is loaded in radiofrequency signal respectively using network interface card by orthogonal volume simultaneously The information sequence of code, and be reflected into receiving end and be overlapped to obtain comprehensive radiofrequency signal with original radio frequency signal;
The receiving end receives the synthesis radiofrequency signal of the radiofrequency signal that Wi-Fi signal source is sent and user terminal reflection, calculates CSI between Wi-Fi signal source and receiving end, changes according to the amplitude of CSI, and the mapping for establishing CSI amplitude to signal level obtains Then integrated signal level decodes integrated signal level, obtain the information sequence of each user.
7. short distance multi-user's convert communication system based on Wi-Fi network interface card as claimed in claim 6, which is characterized in that use Family end reflect Wi-Fi signal source issue radiofrequency signal, the user terminal includes K user, in order at receiver effectively The data from different user are separated, we utilize wkTo encode the transmission data of user k.The data of each user include multiple Information bit, the information bit d' after the l Bits Expanding of k-th of userk(l) it indicates are as follows:
d'k(l)=μk(l)wk
Wherein, k=1,2,3...K and K indicate user terminal total number of users, and l=1,2,3...L and L indicate the dominant bit of information bit Number, μk(l) indicate bipolarity position andwkBe expressed as the row k of Walsh-Hadmard matrix to Amount, Walsh-Hadmard matrix are the square matrix of N × N, and row is orthogonal matrix, the integral power that N is 2, N >=2 and are not less than user Sum;
Then it simultaneously loads the information sequence for respectively passing through orthogonal coding in radiofrequency signal simultaneously according to the building of user's number, obtains Comprehensive radiofrequency signal such as formula I:
Wherein, βkIndicate CSI power stageh0It is terminated for Wi-Fi signal source to reception The CSI of receipts machine, hkFor the CSI of k-th of user to receiver, h0,kIndicate CSI, p of the Wi-Fi signal source to k-th of userkIt is The transmission power of the network interface card of k user, p0For the transmission power at Wi-Fi signal source,It indicates to adjust network interface card working condition Attenuation coefficient.
8. short distance multi-user's convert communication system based on Wi-Fi network interface card as claimed in claim 7, which is characterized in that
The receiving end receives comprehensive radiofrequency signal and according to comprehensive radiofrequency signal, calculates Wi-Fi signal source using formula II and connects CSI between receiving end:
Wherein,And z " is noise item;
The receiving end obtains integrated signal level d " using the mapping that formula III establishes CSI to signal levelk:
d”kkN formula III
Wherein, N=wT NwN, { }TIt is the transposition of matrix, μkIndicate bipolar sequence;
The receiving end is to integrated signal level d "kIt is decoded to obtain bipolar sequence μk, and according to μkObtain k-th of user Information sequence, and then obtain the information sequence of whole K users.
9. short distance multi-user's concealed communication method based on Wi-Fi network interface card as claimed in claim 8, which is characterized in that institute Receiving end is stated to utilization formula IV to integrated signal level d "kIt is decoded, obtains bipolar sequence μk:
And according to bipolar sequence μk, according to the relationship of bipolar sequence shown in formula V and information sequence, obtain k-th of user's Information sequence, and then obtain the information sequence of whole K users:
10. short distance multi-user's concealed communication method as claimed in claim 6 based on Wi-Fi network interface card, which is characterized in that described Radiofrequency signal relies on data packet and is sent to receiving end by Wi-Fi signal source, and the structure of the data packet is packet detection sequence, uses Family identification serial ID and payload transmit sequence, the identification serial ID of k-th of userkIt is expressed as,Wherein, K0Greater than total number of users K, i.e. K0≥K+1。
CN201910548389.6A 2019-06-24 2019-06-24 Close-range multi-user covert communication method and system based on Wi-Fi network card Active CN110300399B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910548389.6A CN110300399B (en) 2019-06-24 2019-06-24 Close-range multi-user covert communication method and system based on Wi-Fi network card

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910548389.6A CN110300399B (en) 2019-06-24 2019-06-24 Close-range multi-user covert communication method and system based on Wi-Fi network card

Publications (2)

Publication Number Publication Date
CN110300399A true CN110300399A (en) 2019-10-01
CN110300399B CN110300399B (en) 2020-07-21

Family

ID=68028587

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910548389.6A Active CN110300399B (en) 2019-06-24 2019-06-24 Close-range multi-user covert communication method and system based on Wi-Fi network card

Country Status (1)

Country Link
CN (1) CN110300399B (en)

Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101267238A (en) * 2007-03-16 2008-09-17 索尼德国有限责任公司 Transmitting device and method for transmitting signals in a wireless communication system, receiving device and method for receiving signals in a wireless communication system
US20110002371A1 (en) * 2004-04-02 2011-01-06 Antonio Forenza System and method for adjusting DIDO interference cancellation based on signal strength measurements
CN202102465U (en) * 2011-06-09 2012-01-04 国网信息通信有限公司 Wireless radio-frequency identification label and wireless radio frequency identification system
WO2013166644A1 (en) * 2012-05-07 2013-11-14 Renesas Mobile Corporation Multi-cell periodic csi reporting
CN104067585A (en) * 2011-10-11 2014-09-24 阿尔卡特朗讯 Method and apparatus for self - interference cancellation
CN104737464A (en) * 2012-09-11 2015-06-24 瑞典爱立信有限公司 Finding channel state information with reduced codebook in a multi-antenna wireless communication system
CN104766427A (en) * 2015-04-27 2015-07-08 太原理工大学 Detection method for illegal invasion of house based on Wi-Fi
CN105232022A (en) * 2015-09-17 2016-01-13 太原理工大学 Non-invasive breath and heartbeat detection implementation method based on CSI (channel state information) signal strength in WiFi
CN105844216A (en) * 2016-03-11 2016-08-10 南京航空航天大学 Detection and matching mechanism for recognition of handwritten letters using WiFi signals
CN105873212A (en) * 2016-05-16 2016-08-17 南京邮电大学 Indoor-environment-person detection method based on channel state information
CN107025751A (en) * 2017-03-10 2017-08-08 深圳大学 The method and its system of indoor condition of a fire Detection And Warning based on transmission of wireless signals
CN107112949A (en) * 2015-01-16 2017-08-29 雷斯昂公司 Amplitude noise for ultralow phase noise oscillator reduces system and method
US20180062724A1 (en) * 2016-09-01 2018-03-01 Samsung Electronics Co., Ltd. Method and apparatus for downlink and uplink csi acquisition
CN108489509A (en) * 2018-06-06 2018-09-04 天津大学 A kind of non-contact single step-recording method and system based on commercial Wi-Fi
CN108988968A (en) * 2018-07-27 2018-12-11 河北工程大学 Human behavior detection method, device and terminal device

Patent Citations (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110002371A1 (en) * 2004-04-02 2011-01-06 Antonio Forenza System and method for adjusting DIDO interference cancellation based on signal strength measurements
CN101267238A (en) * 2007-03-16 2008-09-17 索尼德国有限责任公司 Transmitting device and method for transmitting signals in a wireless communication system, receiving device and method for receiving signals in a wireless communication system
CN202102465U (en) * 2011-06-09 2012-01-04 国网信息通信有限公司 Wireless radio-frequency identification label and wireless radio frequency identification system
CN104067585A (en) * 2011-10-11 2014-09-24 阿尔卡特朗讯 Method and apparatus for self - interference cancellation
WO2013166644A1 (en) * 2012-05-07 2013-11-14 Renesas Mobile Corporation Multi-cell periodic csi reporting
CN104737464A (en) * 2012-09-11 2015-06-24 瑞典爱立信有限公司 Finding channel state information with reduced codebook in a multi-antenna wireless communication system
CN107112949A (en) * 2015-01-16 2017-08-29 雷斯昂公司 Amplitude noise for ultralow phase noise oscillator reduces system and method
CN104766427A (en) * 2015-04-27 2015-07-08 太原理工大学 Detection method for illegal invasion of house based on Wi-Fi
CN105232022A (en) * 2015-09-17 2016-01-13 太原理工大学 Non-invasive breath and heartbeat detection implementation method based on CSI (channel state information) signal strength in WiFi
CN105844216A (en) * 2016-03-11 2016-08-10 南京航空航天大学 Detection and matching mechanism for recognition of handwritten letters using WiFi signals
CN105873212A (en) * 2016-05-16 2016-08-17 南京邮电大学 Indoor-environment-person detection method based on channel state information
US20180062724A1 (en) * 2016-09-01 2018-03-01 Samsung Electronics Co., Ltd. Method and apparatus for downlink and uplink csi acquisition
CN107025751A (en) * 2017-03-10 2017-08-08 深圳大学 The method and its system of indoor condition of a fire Detection And Warning based on transmission of wireless signals
CN108489509A (en) * 2018-06-06 2018-09-04 天津大学 A kind of non-contact single step-recording method and system based on commercial Wi-Fi
CN108988968A (en) * 2018-07-27 2018-12-11 河北工程大学 Human behavior detection method, device and terminal device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
倪磊: "基于MPWFRFT的混沌加密卫星隐蔽通信研究", 《第十四届卫星通信学术年会论文集》 *

Also Published As

Publication number Publication date
CN110300399B (en) 2020-07-21

Similar Documents

Publication Publication Date Title
Yang et al. Modulation in the air: Backscatter communication over ambient OFDM carrier
CN106506426B (en) Backscatter communication modulator approach based on OFDM carrier wave
Wang et al. Ambient backscatter communication systems: Detection and performance analysis
Wu et al. PhaseU: Real-time LOS identification with WiFi
Sheng et al. Detecting 802.11 MAC layer spoofing using received signal strength
Ozdemir et al. Dynamics of spatial correlation and implications on MIMO systems
Tugnait Wireless user authentication via comparison of power spectral densities
TWI547129B (en) Wi-fi proximity considerations within single user, multiple user, multiple access, and/or mimo wireless communications
Yang et al. Backscatter communications over ambient OFDM signals: Transceiver design and performance analysis
US11818807B2 (en) Access point for estimating motion of objects using wlan sensing measurements
WO2015123341A1 (en) Wireless networking communication methods, systems, and devices operable using harvested power
Xu et al. FlipLoRa: Resolving collisions with up-down quasi-orthogonality
Guo et al. Efficient ambient LoRa backscatter with on-off keying modulation
KR20190025157A (en) Method and Apparatus for signal detection in Backscatter system
ElMossallamy et al. Backscatter communications over ambient OFDM signals using null subcarriers
CN110300399A (en) A kind of short distance multi-user concealed communication method and system based on Wi-Fi network interface card
CN103117821B (en) Weighing cooperation spectrum sensing method based on rayleigh quotient
KR20150054541A (en) Apparatus and method for receiving of rfid reader
Ma et al. User sensing based on MIMO cognitive radio sensor networks
Ishida et al. IEEE 802.11 ac-based Outdoor Device-free Human Localization.
EP4115202A1 (en) Using high-efficiency phy frames for motion detection
CN108092736B (en) Low detection probability waveform method based on wavelet transformation
Dutta et al. Designing a cognitive radio with enhancement in throughput and improved spectrum sensing technique
Jiang et al. Research on Key Technology of Full Duplex Cognitive Radio Network
Huang et al. Optimal spectrum sensing over multipath channels

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