CN106921415B - A kind of signal acceptance method for environment backscatter communication system - Google Patents

A kind of signal acceptance method for environment backscatter communication system Download PDF

Info

Publication number
CN106921415B
CN106921415B CN201710137644.9A CN201710137644A CN106921415B CN 106921415 B CN106921415 B CN 106921415B CN 201710137644 A CN201710137644 A CN 201710137644A CN 106921415 B CN106921415 B CN 106921415B
Authority
CN
China
Prior art keywords
signal
label
frequency source
radio
joint receiver
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
Application number
CN201710137644.9A
Other languages
Chinese (zh)
Other versions
CN106921415A (en
Inventor
梁应敞
杨刚
张倩倩
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.)
University of Electronic Science and Technology of China
Original Assignee
University of Electronic Science and Technology of China
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 University of Electronic Science and Technology of China filed Critical University of Electronic Science and Technology of China
Priority to CN201710137644.9A priority Critical patent/CN106921415B/en
Publication of CN106921415A publication Critical patent/CN106921415A/en
Application granted granted Critical
Publication of CN106921415B publication Critical patent/CN106921415B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B5/00Near-field transmission systems, e.g. inductive or capacitive transmission systems
    • H04B5/70Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes
    • H04B5/72Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes for local intradevice communication
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K7/00Methods or arrangements for sensing record carriers, e.g. for reading patterns
    • G06K7/10Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
    • G06K7/10009Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B5/00Near-field transmission systems, e.g. inductive or capacitive transmission systems
    • H04B5/70Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes
    • H04B5/77Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes for interrogation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Electromagnetism (AREA)
  • Monitoring And Testing Of Transmission In General (AREA)

Abstract

The invention belongs to fields of communication technology, are related to a kind of signal acceptance method for environment backscatter communication system.Method of the invention mainly includes that signal is sent: signal source is made of radio frequency source and multiple labels;Wherein label is to be powered by radio frequency source, and the signal that label is sent comes from what the signal of radio frequency source was modulated as carrier wave, and label includes backscatter antenna;Signal receives: the signal s of radio frequency source and the back-scattered signal c of multiple labels are received using joint receiverk, subscript k is the number of label;Signal detection: the signal that joint receiver receives is detected.Beneficial effects of the present invention are, compared with conventional counter scatter communication system, the present invention improves the signal acceptance method of the multi-tag backscatter communication of OFDM carrier wave in environment.

Description

A kind of signal acceptance method for environment backscatter communication system
Technical field
The invention belongs to fields of communication technology, are related to a kind of receiving side signal for environment backscatter communication system Method.
Background technique
Traditional backscatter communication system such as radio frequency identification (RFID) system is generated by reader (Reader) And it sends radiofrequency sinusoidal carrier wave energy is provided and carries label information to the label (Tag) that closes on and return to reader.Label electricity Road is generally straightforward and is passive, therefore its processing capacity is limited.As shown in Figure 1, RFID reader sends sinusoidal carrier To label, signal a part that label receives meets the normal work of tag circuit for collection of energy, and another part is used In backscattering, the information of label is transferred to reader.Since reader needs to generate dedicated radiofrequency sinusoidal carrier wave, this The traditional backscatter communication system of kind needs to consume higher energy, and efficiency is lower.
Summary of the invention
In order to solve the problems, such as the consumption of conventional counter scatter communication system height, low-energy-efficiency, the invention proposes a kind of utilizations Environment backscatter communication system of the signal as carrier wave in ambient enviroment.Since present wireless communication widely uses OFDM modulation, such as WiFi and DVB, so the present invention realizes environment backscattering using the ofdm signal in environment as carrier wave Communication, and the receiver design side for realizing backscatter communication is proposed, the present invention considers multiple labels based in environment The scene of ofdm signal realization backscatter communication.
The technical scheme is that
A kind of signal acceptance method for environment backscatter communication system, the environment backscatter communication system are Using the signal in ambient enviroment as the backscatter communication system of carrier wave, the signal source of the backscatter communication system includes Radio frequency source and multiple labels, which comprises the following steps:
A. signal is sent: signal source is made of radio frequency source and multiple labels;Wherein label is powered by radio frequency source, and label What the signal that the signal of transmission comes from radio frequency source was modulated as carrier wave, label includes backscatter antenna;
B. signal receives: the signal s of radio frequency source and the back-scattered signal c of multiple labels are received using joint receiverk, Subscript k is the number of label;
C. signal detection: the signal that joint receiver receives is detected.
Assuming that a shared K label, then the signal that joint receiver receives in step b is following formula 1:
Wherein, y refers to that the signal that joint receiver receives, s refer to radio-frequency source signal, ckIt is that k-th of label is wanted The signal of transmission, the sub-carrier number of OFDM be it is N number of, refer to that the power of radio-frequency source signal, W refer to N-dimensional Fourier transformation square Battle array, element areAlso, α is the reflection coefficient of label, is k-th of label to connection The channel response of receiver is closed, it is σ that u (n), which obeys power,2The distribution of Cyclic Symmetry multiple Gauss, that is, u (n) and signal s and independence;
The signal received is detected using maximum likelihood algorithm:
Detected value is obtained by following formula 2:
Wherein For the set of radio-frequency source signal s (n) all elements, if s It (n) is the signal under the modulation of quaternary phase-shift keying (PSK), then For label signal ckThe set of all elements.
The signal received is detected using Interference Cancellation detection algorithm:
C1. joint receiver detection radio-frequency source signal s (n):
Label signal is treated as into interference signal, radio-frequency source signal s (n) is obtained by following formula 3:
For the set of radio-frequency source signal s (n) all elements;
C2. joint receiver detects label signal ck:
Receiving end, to signal progress FFT transform is received, is expressed as public affairs after receiving signal processing after receiving signal Formula 4:
Bit in one OFDM symbol period can be described as:
Direct link interference is subtracted from treated reception signal z (n), obtains the following formula 5 of M signal v (n):
Formula 5 can be described as following formula 6:
Wherein,
Joint receiver handles M signal using minimum mean square error detector, and the decoding matrix of least mean-square error is Following formula 7:
Wherein, Ps=1;
After least mean-square error, it can obtain:
Wherein K label signal can be estimated by following formula 8:
WhereinFor the set of label signal c (n) all elements;
C3. radio-frequency source signal s (n) is reevaluated:
The reception signal of joint receiver is expressed as formula 9:
Wherein, label signal has been estimated in step c2, the label signal estimated can be estimated as channel information help A more accurate radio-frequency source signal is counted out, s (n) is enabled, radio-frequency source signal is estimated by following formula 10:
Beneficial effects of the present invention are, compared with conventional counter scatter communication system, the present invention provides OFDM in environment The signal acceptance method of the multi-tag backscatter communication of carrier wave.
Detailed description of the invention
Fig. 1 shows the system block diagram of conventional radio frequency identifying system;
Fig. 2 shows the system block diagrams of legacy communications system of the present invention and environment backscatter communication system;
Fig. 3 shows the system model of legacy communications system and environment backscatter communication system of the present invention;
Fig. 4 shows the flow chart that the present invention detects radio-frequency source signal and label signal by Interference Cancellation detection algorithm;
Fig. 5 shows the bit error rate of reception machine testing signaling plan detection radio-frequency source signal proposed by the present invention;
Fig. 6 shows the bit error rate of reception machine testing signaling plan detection 1 signal of label proposed by the present invention;
Fig. 7 shows the bit error rate of reception machine testing signaling plan detection 2 signal of label proposed by the present invention.
Specific embodiment
With reference to the accompanying drawing, the technical schemes of the invention are described in detail:
Fig. 2 illustrates system block diagram of the invention, and there are two the communication systems coexisted in such a system: traditional communication system System, is made of radio frequency source, receiver;Environment backscatter communication system, by the multiple labels and traditional communication of radio frequency source power supply The shared joint receiver composition of system.The system that the present invention focuses on two and deposits is joining the signal that two systems are sent Splice grafting is received machine examination and is measured.Wherein label to the signal that joint receiver transmits be use signal from radio frequency source as carrier wave into Row modulation, label includes a backscatter antenna, and antenna is connected to the switch and RF energy collection module of load impedance, RF energy collection module can collect the energy of the signal in environment.In order to be passed by backscattered modulation to reader Information bit is sent, label changes amplitude and/or the phase of back-scattered signal by the switch of switching antenna impedance to adjust System receives carrier signal, and last back-scattered signal is received by joint receiver and decoded.
Fig. 3 illustrates system model of the invention, and the present invention is paid close attention to multiple labels and realized based on the ofdm signal in environment Backscatter communication.h0(n) channel response of L paths between radio frequency source and joint receiver, h are referred tok(n) radio frequency is referred to The channel response of L paths, g between source and k-th of labelkRefer to the letter of individual paths between k-th of label and joint receiver Road response, considers K label in the present invention.
Joint receiver receives the signal of radio frequency source and the signal of multiple tag backscatters, receives signal and is removing circulation It is after prefix,
Wherein, y refers to that the signal that joint receiver receives, s refer to radio-frequency source signal, and s includes N number of bit, table Show an OFDM symbol, s=[s (0), s (1) ..., s (N-1)]T, ckIt is k-th of label signal to be sent, p refers to radio frequency The power of source signal, α are the reflection coefficients of label.W refers to N-dimensional Fourier transform matrix, and element isAlso,.It is σ that u (n), which obeys power,2Cyclic Symmetry multiple Gauss (CSCG) distribution, That is, u (n) and signal s and independence.
In the present invention, consider that the period of label signal is equal to an OFDM symbol period, so in an OFDM symbol In period, label signal numerical value is remained unchanged.Therefore the signal that joint receiver receives is expressed as,
Receiving end can carry out FFT transform to signal is received after receiving signal, and receiving signal can indicate are as follows:
Bit in one OFDM symbol period can be described as:
Fig. 4 indicates that joint receiver of the present invention detects radio-frequency source signal and K label letter by Interference Cancellation detection algorithm Number flow chart.Firstly, joint receiver detection radio-frequency source signal s (n).Label signal is carried out one as interference in receiving end Step is balanced, can obtain:
Then, joint receiver detects label signal ck.Estimating radio-frequency source signalAfterwards, the present invention believes from reception Direct link interference is subtracted in number z (n), obtains following M signal,
Wherein
C=[c1,c2,…,cK]H
When joint receiver is using minimum mean square error detector processing M signal, the decoding matrix of least mean-square error It can be expressed as,
Wherein, it after least mean-square error, can obtain
Wherein K label signal can be estimated by following expression formula,
Finally, reevaluating radio-frequency source signal s (n).The reception signal of joint receiver also can be written as,
Wherein, estimated label signal in second step, the label signal estimated can help to estimate one it is more acurrate Radio-frequency source signal, enable s (n), ofdm signal estimated by following expression formula,
The joint receiver detection radio-frequency source signal and label signal that the present invention designs are verified below by simulation result Performance.It is assumed that number of sub carrier wave N=64, number of path L=8, are independent rayleigh fading channel from the channel of radio frequency source, And the channel average power of each path is 1/L, the channel response g from k-th of label to joint receiverk=0.1, reversely Scattering coefficient α=0.5, noise variance σ2=1.Radio-frequency source signal is modulated using quaternary phase-shift keying (PSK) (QPSK) modulation system, Label signal is modulated using binary phase shift keying (BPSK) modulation system, and the present invention uses 2 × 104A channel estimates this side The bit error rate performance of case.
Fig. 5 indicates the bit error rate of reception machine testing signaling plan detection radio-frequency source signal proposed by the present invention, it can be seen that Using the detection mode of Interference Cancellation, the performance of minimum mean square error detector has approached the performance of maximum likelihood detector, And it is less than the bit error rate of pure ofdm system, this is because the bit error rate of backscatter system is very low, it can be by backscattering system System regards multipath as.To increase the channel information of system.
Fig. 6,7 indicate the bit error rate proposed by the present invention for receiving machine testing signaling plan detection label 1,2 signals, can see The bit error rate obtained out based on interference cancellation algorithm is greater than the bit error rate that maximum likelihood detector obtains, but due to backscattering The period of signal is much larger than OFDM bit period, therefore has spread spectrum effect, so that the bit error rate of interference cancellation algorithm can be by Receive.

Claims (1)

1. a kind of signal acceptance method for environment backscatter communication system, the environment backscatter communication system is benefit Use the signal in ambient enviroment as the backscatter communication system of carrier wave, the signal source of the backscatter communication system includes penetrating Frequency source and multiple labels, which comprises the following steps:
A. signal is sent: signal source is made of radio frequency source and multiple labels;Wherein label is to be powered by radio frequency source, and label is sent Signal come from what the signal of radio frequency source was modulated as carrier wave, label includes backscatter antenna;
B. signal receives: the signal s of radio frequency source and the back-scattered signal c of multiple labels are received using joint receiverk, subscript k For the number of label;
C. signal detection: detecting the signal that joint receiver receives, method particularly includes:
Assuming that the signal that joint receiver receives in step b is following formula 1:
Wherein, y refers to that the signal that joint receiver receives, s refer to radio-frequency source signal, ckIt is that k-th of label to be sent Signal, the sub-carrier number of OFDM be it is N number of, p refers to that the power of radio-frequency source signal, W refer to N-dimensional Fourier transform matrix, member Element is And Λ0=diag (H0,0,H0,1,…,H0,N-1),α is the reflection coefficient of label, h0(n) it refers to The channel response of L paths, h between radio frequency source and joint receiverk(n) L paths between radio frequency source and k-th of label are referred to Channel response, gkIt is channel response of k-th of label to joint receiver, Λk=diag (Hk,0,Hk,1,…,Hk,N-1), k= It is σ that 1 ... K, u, which obey power,2Cyclic Symmetry multiple Gauss distribution, i.e.,U and signal s and ckIt is independent;
Receiving end, to signal progress FFT transform is received, is expressed as formula 4 after receiving signal processing after receiving signal:
C1. joint receiver detects radio-frequency source signal s:
Label signal is treated as into interference signal, radio-frequency source signal s is obtained by following formula 3:
For the set of radio-frequency source signal s all elements;
C2. joint receiver detects label signal ck:
Direct link interference is subtracted from treated reception signal z, obtains the following formula 5 of M signal v:
Formula 5 can be described as following formula 6:
Wherein,
Joint receiver handles M signal using minimum mean square error detector, and the decoding matrix of least mean-square error is as follows Formula 7:
Wherein, ps=1;
After least mean-square error, it can obtain:
Wherein K label signal can be estimated by following formula 8:
WhereinFor the set of label signal c all elements;
C3. radio-frequency source signal s is reevaluated:
The reception signal of joint receiver is expressed as formula 9:
WhereinLabel signal is estimated in step c2, the label signal estimated can To estimate a more accurate radio-frequency source signal as channel information helpIt enablesRadio-frequency source signal is estimated by following formula 10:
CN201710137644.9A 2017-03-09 2017-03-09 A kind of signal acceptance method for environment backscatter communication system Active CN106921415B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710137644.9A CN106921415B (en) 2017-03-09 2017-03-09 A kind of signal acceptance method for environment backscatter communication system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710137644.9A CN106921415B (en) 2017-03-09 2017-03-09 A kind of signal acceptance method for environment backscatter communication system

Publications (2)

Publication Number Publication Date
CN106921415A CN106921415A (en) 2017-07-04
CN106921415B true CN106921415B (en) 2019-08-30

Family

ID=59460674

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710137644.9A Active CN106921415B (en) 2017-03-09 2017-03-09 A kind of signal acceptance method for environment backscatter communication system

Country Status (1)

Country Link
CN (1) CN106921415B (en)

Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107544054B (en) * 2017-08-15 2020-06-02 西京学院 Indoor positioning method and device based on environment backscattering
CN107861100B (en) * 2017-11-10 2021-09-28 西京学院 Indoor positioning method based on three-dimensional wave beam
US20200313939A1 (en) * 2017-12-22 2020-10-01 Telefonaktiebolaget Lm Ericsson (Publ) System, network node, wireless device, method and computer program for low-power backscattering operation
CN109412992B (en) * 2018-11-13 2020-07-14 上海交通大学 Backscattering system and method based on orthogonal frequency division multiple access technology
CN109560826B (en) * 2018-12-27 2019-11-01 电子科技大学 Cellular Networks-Internet of Things cogeneration system
CN109451591B (en) * 2018-12-27 2020-02-18 电子科技大学 Transmission method of symbiotic system fusing cellular network and Internet of things
CN109547039B (en) * 2019-01-16 2020-10-27 西安交通大学 Intelligent environment backscattering communication method
CN109831786B (en) * 2019-01-29 2020-09-08 华中科技大学 Wireless communication method and system based on backscattering antenna array
CN110177064B (en) * 2019-06-17 2021-02-12 电子科技大学 Low-complexity receiver design method based on environment backscattering communication system
CN110635826B (en) * 2019-09-09 2021-04-20 华中科技大学 Communication method and system for multi-antenna backscatter tag
CN112637857B (en) * 2019-09-24 2023-02-03 成都华为技术有限公司 Method, device and storage medium for scheduling carrier waves in symbiotic network
CN110784248B (en) * 2019-11-01 2020-11-24 电子科技大学 Frequency control array environment backscattering communication self-adaptive detection method based on double thresholds
CN111682958B (en) * 2020-05-06 2023-04-07 太原理工大学 Environmental backscattering signal detection method based on cluster analysis
CN111641577B (en) * 2020-05-08 2021-12-24 上海交通大学 Backscattering system based on orthogonal frequency division multiple access technology
CN111654460B (en) * 2020-06-01 2021-05-14 电子科技大学 Symbiotic wireless communication system
CN112954792B (en) * 2021-02-05 2022-03-08 电子科技大学 Multi-reflection device joint positioning and communication method based on environment backscattering
CN113055328B (en) * 2021-02-08 2022-09-09 西安电子科技大学 BPSK modulation circuit based on low-power backscattering amplification label and method thereof
CN113194036B (en) * 2021-03-31 2022-12-09 西安交通大学 Routing method, system, equipment and readable storage medium for multi-label network
CN113891424B (en) * 2021-10-13 2023-08-18 东莞职业技术学院 Method and equipment for assisting backscatter communication based on Internet of things node
WO2023236144A1 (en) * 2022-06-09 2023-12-14 Oppo广东移动通信有限公司 Wireless communication method and device
CN116232443B (en) * 2023-05-09 2023-08-29 中国科学技术大学 Environment WiFi backscattering system and method based on single commercial AP receiver

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2014153516A1 (en) * 2013-03-22 2014-09-25 University Of Washington Through Its Center For Commercialization Ambient backscatter tranceivers, apparatuses, systems, and methods for communicating using backscatter of ambient rf signals
CN104394106A (en) * 2014-12-09 2015-03-04 复旦大学 Double-decline iteration channel estimation method
CN105303137A (en) * 2015-10-29 2016-02-03 北京交通大学 Threshold determining method of reader-writer of ambient backscatter system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2014153516A1 (en) * 2013-03-22 2014-09-25 University Of Washington Through Its Center For Commercialization Ambient backscatter tranceivers, apparatuses, systems, and methods for communicating using backscatter of ambient rf signals
CN104394106A (en) * 2014-12-09 2015-03-04 复旦大学 Double-decline iteration channel estimation method
CN105303137A (en) * 2015-10-29 2016-02-03 北京交通大学 Threshold determining method of reader-writer of ambient backscatter system

Also Published As

Publication number Publication date
CN106921415A (en) 2017-07-04

Similar Documents

Publication Publication Date Title
CN106921415B (en) A kind of signal acceptance method for environment backscatter communication system
CN106549692B (en) A kind of signal acceptance method for backscatter communication system
CN107135017B (en) Signal transmitting and receiving method of backscattering communication system
CN109547183A (en) A kind of full duplex environment backscatter communication system, transmission method and resource allocation methods
Bletsas et al. The art of signal processing in backscatter radio for μW (or less) Internet of Things: Intelligent signal processing and backscatter radio enabling batteryless connectivity
CN110224965A (en) One kind being based on half blind receiver design method of OFDM backscatter communication system
CN104393963B (en) Space-Time Block Coding MC CDMA Signal blind recognition methods based on cyclostationarity
Like et al. Signal classification in fading channels using cyclic spectral analysis
Muratkar et al. Battery-less internet of things–A survey
Singhal et al. Lattice reduction aided detection in large-MIMO systems
Duan et al. Hybrid beamformer design for high dynamic range ambient backscatter receivers
Duan et al. Multi-antenna receiver for ambient backscatter communication systems
Zheng et al. A space-time coding approach for RFID MIMO systems
CN111682958B (en) Environmental backscattering signal detection method based on cluster analysis
TWI488123B (en) Rfid tags, rfid transmission methods and rfid systems
CN109886052A (en) A kind of restoration methods of ultrahigh frequency RFID label signal
WO2019236679A1 (en) Method for passive wireless channel estimation in radio frequency network and apparatus for same
Abouzeid et al. A novel beamforming algorithm for massive MIMO chipless RFID systems
Akhtar et al. Wiload: Exploiting wi-fi signals for non-intrusive detection and recognition of load appliances
Darsena et al. Exploiting noncircularity in backscattering communications
CN115225433B (en) LMMSE channel estimation method based on AmBC and OTFS modulation
Wang et al. Reducing the phase cancellation effect in augmented RFID system
Li et al. Signal coding in physical layer separation for RFID tag collision
Benbaghdad et al. Dual antenna for physical layer UHF RFID collision cancelling
Huang et al. Integrated Sensing and Communication for Ambient Backscatter Communication Systems

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