WO2019237476A1 - 一种基于独立性校验编码的ofdm信道训练鉴权方法 - Google Patents
一种基于独立性校验编码的ofdm信道训练鉴权方法 Download PDFInfo
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- WO2019237476A1 WO2019237476A1 PCT/CN2018/099051 CN2018099051W WO2019237476A1 WO 2019237476 A1 WO2019237476 A1 WO 2019237476A1 CN 2018099051 W CN2018099051 W CN 2018099051W WO 2019237476 A1 WO2019237476 A1 WO 2019237476A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B17/00—Monitoring; Testing
- H04B17/30—Monitoring; Testing of propagation channels
- H04B17/391—Modelling the propagation channel
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0224—Channel estimation using sounding signals
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2602—Signal structure
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1441—Countermeasures against malicious traffic
Definitions
- the present invention relates to the field of wireless communications, and in particular, to an OFDM channel training and authentication method based on independence check coding.
- the current wireless communication technology is facing serious security risks. This kind of risk stems from the broadcast characteristics of wireless channels. It is specifically manifested by harmful signal sources that harm the communication links of other normal nodes.
- the upper-level password encryption and decryption system can guarantee the security of the wireless communication environment to a certain extent, with the development of computer technology, the upper-level encryption system faces the risk of being deciphered, and the information of legitimate users is completely exposed to hostile targets. Based on this, the physical layer security mechanism has attracted widespread attention and research. Given that the OFDM system is currently the mainstream wireless communication system architecture and is widely used in practical wireless communication systems, attacks against this system have gradually become hot topics, and attacks Users can obtain the protocol and architecture characteristics of the system, causing serious threats to it.
- pilots for channel estimation.
- These pilot signals can be known by the attacker.
- the attacker learns the frame synchronization information and pilot information of a legitimate transceiver, it can launch Pilot-aware attacks, during which the attacker interferes with the channel estimation between legitimate transceiver pairings by sending a specific pilot signal in synchronization with a legitimate user, paralyzing the system's next data transmission service.
- pilot awareness attack is successfully implemented, it is difficult for a legitimate transceiver to obtain accurate legal link channel state information. Therefore, the key lies in how to design a pilot authentication mechanism to resist and weaken the influence of pilot awareness attacks on channel training in OFDM systems.
- the purpose of the present invention is to provide an OFDM channel training and authentication method based on independence check coding to solve the above problems.
- the present invention adopts the following technical solutions:
- An OFDM channel training and authentication method based on independence check coding includes the following steps:
- Step 1 Establish a system model; adopt random pilot mechanism, uplink transmitter uses random pilot for channel estimation, active attacker can adopt mixed attack mode; mixed attack mode includes channel training for partial frequency band interference legal channel, and full frequency band interference legality Channel training and keeping silent;
- Step 2 By encoding the activation modes of each subcarrier, a code frequency domain is created, and an independence check coding criterion is constructed; considering 3 OFDM symbol times, energy detection is performed on a signal received on any single subcarrier. Configure a threshold to achieve accurate detection of the number of signals on each subcarrier. If there is a signal, the subcarrier is coded as 1, otherwise it is 0.
- Step 3 construct an anti-attack channel training and authentication CTA protocol based on the independence check code ICC, including the representation, separation and identification of pilots;
- Step 4. Optimize the bit rate to achieve the most stable channel estimation.
- step 1 consider a pair of legitimate transceivers and a pilot-aware attacker, and two uplink communication links: uplink transmitter ⁇ receiver, pilot-aware attacker ⁇ receiver; the receiver has N T antennas, uplink transmitters and pilot-aware attackers are single antennas; in the frequency domain, each antenna of each uplink occupies N subcarriers simultaneously in each OFDM symbol.
- each The communication link samples L paths
- the channel model is: Represents the impulse response of the channel between the uplink transmitter and the ith receiving antenna of the receiver, Represents the power delay spectrum of the first path; Represents the channel impulse response between the pilot-aware attacker and the receiver's i-th receiving antenna, and is independent of Represents the power delay spectrum of the l path.
- the uplink transmitter uses a deterministic pilot, when a pilot-aware attack occurs, the attacker will transmit the same pilot signal at the same pilot point position as the legitimate transmitter, and the pilot signal is configured as follows:
- the pilot signal of the uplink transmitter on the ith subcarrier is Among them, ⁇ B is the pilot transmit power, and ⁇ k represents the pilot phase corresponding to the k-th time slot;
- the pilot signal of the pilot-aware attacker on the i-th subcarrier is Among them, ⁇ A is its pilot transmission power, Represents the pilot phase on the i-th subcarrier of the k-th OFDM symbol time.
- the decoding criterion considering the mixed attack environment, the receiver can identify three types of results on the ith subcarrier i ⁇ [1, NB]: Case 1: The uplink transmitter and the attacker do not have Transmit signals; Case 2: Both the uplink transmitter and the attacker transmit signals; Case 3: An unknown node transmits signals; Case 3 further identifies the method by: differentially encoding the signals collected on adjacent subcarriers to get two For a codeword, two types of codewords are determined. If and only if the weight of the decoded codeword is consistent with the coding criterion, the codeword is determined to be the correct codeword.
- the pilot representation stage the uplink transmitter and the attacker select a random pilot phase, and establish a one-to-one mapping of the pilot phase to the codeword based on the codebook.
- the codeword is further Mapping to the subcarrier activation mode.
- the specific principle is that if the value of the element of the codeword is equal to 1, the pilot signal is transmitted on the subcarrier, otherwise the subcarrier is placed in the idle state; both the uplink transmitter and the attacker generate their own Subcarrier activation mode, and synchronous transmission is maintained. Via the wireless environment, the superposition of signals on each subcarrier causes interference and is finally acquired by the receiver. Pilot separation stage: According to the observed subcarrier activation mode, the receiver controls each subcarrier.
- the receiver can identify the specific attack type; get the uplink transmitter and attack under each attack type Codewords used by pilots; pilot identification stage: the receiver identifies the separated codewords by searching for the codewords in the codebook,
- the recognition error probability can be defined as:
- step 4 the instability of the channel estimation is measured, and the stability condition is defined as: coincident subcarriers are distributed at equal intervals and the number of coincident subcarriers satisfies s ⁇ L; the stability is measured and the index P s is defined:
- C 2 (N, w, s * ) represents all possible two-to-two codeword combinations possible for the uplink transmitter and the attacker
- w is the weight of the codeword
- ⁇ (N, w, s * ) represents all possible codeword combinations that satisfy the CS condition
- the probability of pilot identification error is:
- the present invention has the following technical effects:
- the invention utilizes the characteristics of random pilots to weaken pilot-aware attacks into a hybrid attack mode, and simultaneously establishes an independence check coding criterion according to the independent characteristics of the channels, so as to achieve the legal user pilot signals in the pilot interference environment by optimizing the codes Rate and its corresponding antenna, time slot, and subcarrier resource configuration, to further achieve stable and high-precision channel estimation.
- Figure 1 is a system model diagram.
- Figure 2 is a diagram of the proposed protocol framework.
- Figure 3 is a compromise graph of safety and stability.
- FIG. 4 is a diagram of pilot recognition error probability.
- FIG. 5 is a graph of channel mean square error and legal pilot signal-to-noise ratio.
- the system model diagram shown in Figure 1 considers a pair of legitimate transceivers and a pilot-aware attacker.
- Two uplink communication links are uplink transmitter ⁇ receiver and pilot-aware attacker ⁇ receiver.
- the receiver has N T antennas, transmitter and an uplink pilot perception attackers are single antenna.
- each antenna of each uplink occupies N subcarriers simultaneously in each OFDM symbol.
- each communication link samples L paths.
- the channel model is: Represents the impulse response of the channel between the uplink transmitter and the ith receiving antenna of the receiver, Represents the power delay spectrum of the first path; Represents the channel impulse response between the pilot-aware attacker and the receiver's i-th receiving antenna, and is independent of Represents the power delay spectrum of the l path.
- the uplink transmitter uses a deterministic pilot, when a pilot-aware attack occurs, the attacker will transmit the same pilot signal at the same pilot point position as the legitimate transmitter, and the pilot signal is configured as follows:
- the pilot signal of the uplink transmitter on the ith subcarrier is Among them, ⁇ B is the pilot transmit power, and ⁇ k represents the pilot phase corresponding to the k-th time slot; the pilot signal of the pilot-aware attacker on the i-th subcarrier is Among them, ⁇ A is its pilot transmission power, Represents the pilot phase on the i-th subcarrier of the k-th OFDM symbol time.
- uplink transmitters use random pilots for channel estimation. At this time, active attackers can adopt a hybrid attack mode: 1. Use random pilots, and channel training on some bands interferes with legitimate channels; , Full-band interference with legal channel training; 3. Keep silent.
- FIG. 1 shows the framework of the proposed protocol, including the following steps:
- Step 2 Establish coding guidelines for independence check, which may include coding guidelines and decoding guidelines.
- the receiver can recognize three types of results on the ith subcarrier i ⁇ [1, NB]: Case 1: The uplink transmitter and the attacker are not transmitting signals. Case 2: Both the uplink transmitter and the attacker transmit signals. Case 3: An unknown node (uplink transmitter or attacker) transmits a signal. Obviously, the receiver can recognize the behavior in the first two cases, but due to the ambiguity of the signal superposition on the subcarriers, case 3 needs to be further identified.
- the specific method is to differentially encode the signals collected on adjacent subcarriers to Two types of codewords are determined. If and only if the weight of the decoded codeword is consistent with the coding criterion, the codeword is determined to be the correct codeword.
- Step3 As shown in Figure 2, the pilot representation phase: the uplink transmitter and the attacker choose a random pilot phase, and according to the codebook of Step2, a one-to-one mapping of the pilot phase to the codeword is established. Under this mapping principle, The codeword is further mapped to the subcarrier activation mode. The specific principle is that if the element value of the codeword is equal to 1, the pilot signal is transmitted on the subcarrier, otherwise the subcarrier is placed in the idle state. Both the uplink transmitter and the attacker generate their own subcarrier activation modes and maintain synchronous transmission. Via the wireless environment, the superposition of the signals on each subcarrier causes interference and is finally acquired by the receiver.
- Pilot separation stage According to the observed subcarrier activation mode, the receiver performs energy detection in Step 1 on each subcarrier to determine whether a signal exists on each subcarrier. Based on the result, a binary codeword vector is obtained. For the decoding criterion of Step 2, the receiver can: 1 identify the specific attack type; 2 obtain the codeword used by the uplink transmitter and the attacker under each attack type. Pilot identification stage: By searching for the codewords in the codebook, the receiver recognizes the separated codewords. In a mixed attack environment, the recognition error probability Pr can be defined as:
- Step4 Consider 2 OFDM symbol times, labeled as k 0 and k 1 , and consider s subcarriers to overlap, then the signal model of the receiver can be expressed as:
- the normalized mean square error of the channel is:
- Step 5 In order to measure the instability of the channel estimation, the stability condition is defined as: coincident subcarriers are distributed at equal intervals and the number of coincident subcarriers satisfies s ⁇ L. To measure stability, define the index P s :
- C 2 (N, w, s * ) represents all possible two-to-two codeword combinations possible for the uplink transmitter and the attacker
- w is the weight of the codeword
- ⁇ (N, w, s * ) represents all possible codeword combinations that satisfy the CS condition.
- the probability of pilot identification error is:
- FIG. 3 shows the improvement of the channel estimation accuracy of the present invention in a pilot-aware attack environment.
- FIG. 4 shows the change of the probability of pilot identification error with the number of subcarriers N under the most stable channel estimation of the present invention.
- FIG. 5 shows the change of the bit rate of the independence check coding proposed by the present invention under the most stable channel estimation with the number of subcarriers N.
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Abstract
Description
Claims (6)
- 一种基于独立性校验编码的OFDM信道训练鉴权方法,其特征在于,包括以下步骤:步骤1,建立系统模型;采用随机导频机制,上行发射机采用随机导频进行信道估计,主动攻击者采取混合攻击模式;混合攻击模式包括部分频带干扰合法信道的信道训练、全频带干扰合法信道训练和保持静默;步骤2,通过对各个子载波激活模式的编码,创建了码频域,构建了独立性校验编码准则;考虑3个OFDM符号时间,对任意单个子载波上收到的信号进行能量检测,通过配置阈值,实现每个子载波上精准的信号个数检测,若存在信号,则该子载波被编码为1,反之则为0;根据得到的二进制编码,得到二元码字向量集合为: 其中,L s表示码字的长度,s m表示第m个码字单元,;建立码频域为: 其中b表示码字s对应频域的位置,N表示占用的子载波个数;最后得到一个N×C的二元码本C=[c i,j],码本中第i个码字定义为c i=[c 1,i…c N,i] T;构建独立性校验编码准则,包括编码准则和解码准则,用以抵抗混合攻击;步骤3,构建基于独立性校验编码ICC的反攻击信道训练鉴权CTA协议,包括导频的表示,分离和识别;步骤4,优化码率,实现最稳定信道估计。
- 根据权利要求1所述的一种基于独立性校验编码的OFDM信道训练鉴权方法,其特征在于,步骤1中,考虑一对合法收发机和一个导频感知攻击者,两个上行通信链路,分别为上行发射机→接收机,导频感知攻击者→接收机;接收机拥有NT根天线,上行发射机和导频感知攻击者均为单天线;频域上,每条上行链路的每根天线在每个OFDM符号内都同时占用N个子载波.时域上,每个通信链路均采样L条路径,信道模型为: 代表上行发射机与接收机的第i根接收天线之间的信道冲激响应, 代表第l条路径的功率时延谱; 代表导频感知攻击者与接收机的第i根接收天线之间的信道冲激响应,并独立于 代表第l条路径的功率时延谱;若上行发射机采用确定性导频,当导频感知攻击 发生时,攻击者会在与合法发射机相同的导频点位置,发射相同的导频信号,导频信号配置为:在第k个OFDM符号期间,上行发射机在第i个子载波上的导频信号为 其中,ρ B为其导频发射功率,φ k表示第k个时隙对应的导频相位;导频感知攻击者在第i个子载波上的的导频信号为 其中,ρ A为其导频发射功率, 表示第k个OFDM符号时间第i个子载波上的导频相位。
- 根据权利要求1所述的一种基于独立性校验编码的OFDM信道训练鉴权方法,其特征在于,步骤2中,解码准则:考虑到混合攻击环境,接收机在第i个子载波i∈[1,N]上识别出三种类型的结果:情况1:上行发射机和攻击者没有传输信号;情况2:上行发射机和攻击者都传输信号;情况3:一个未知节点传输信号;情况3进一步识别的方法为:对相邻子载波上收集到的信号进行差分编码,得到两种码字,对两种码字进行判定,当且仅当解码出来的码字权重与编码准则一致,判决该码字为正确的码字。
- 根据权利要求1所述的一种基于独立性校验编码的OFDM信道训练鉴权方法,其特征在于,步骤3中,导频表示阶段:上行发射机和攻击者选择随机导频相位,根据码本,建立导频相位到码字的一对一映射,在该映射原理下,码字进一步映射为子载波激活模式,具体原理是,如果码字的元素数值等于1,则导频信号该子载波上发送,否则该子载波被置于空闲状态;上行发射机和攻击者都产生各自的子载波激活模式,并且保持同步传输,经由无线环境,各个子载波上信号的叠加产生干扰,最终被接收机获取;导频分离阶段:根据观察到的子载波激活模式,接收机对各个子载波进行能量检测,判断每一个子载波上是否存在信号,根据结果,得到一个二元码字向量,借助于解码准则,接收机能够识别具体的攻击类型;得到每个攻击类型下上行发射机和攻击者使用的码字;导频识别阶段:通过搜索码本中的码字,接收机识别分离出的码字,在混合攻击环境下,识别错误 概率P r定义为:
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| CN110518957B (zh) * | 2019-07-30 | 2020-11-06 | 北京大学 | 一种开放无线信道中旁路网络导引方法 |
| CN111726125B (zh) * | 2020-07-10 | 2021-02-12 | 成都云溯新起点科技有限公司 | 一种基于模板匹配的含错级联码识别方法 |
| CN112769858B (zh) * | 2021-01-22 | 2022-05-20 | 西安交通大学 | 一种无线通信中基于量子学习的安全非随机叠加编码方法 |
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| CN102238116A (zh) * | 2011-08-02 | 2011-11-09 | 北京邮电大学 | 导频序列生成方法及其系统 |
| CN106161297A (zh) * | 2016-06-22 | 2016-11-23 | 西安交通大学 | Ofdm系统中基于独立分量分析的抗导频欺骗攻击信道估计和识别方法 |
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| CN102006249B (zh) * | 2010-12-08 | 2013-02-06 | 中国人民解放军理工大学 | 协同正交频分复用系统中的信道估计方法 |
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| CN102238116A (zh) * | 2011-08-02 | 2011-11-09 | 北京邮电大学 | 导频序列生成方法及其系统 |
| CN106161297A (zh) * | 2016-06-22 | 2016-11-23 | 西安交通大学 | Ofdm系统中基于独立分量分析的抗导频欺骗攻击信道估计和识别方法 |
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| XU DONGYANG ET AL.: "ICA-SBDC: A channel estimation and identification mechanism for MISO-OFDM systems under pilot spoofing attack", 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC),, 31 December 2017 (2017-12-31), pages 1 - 6, XP033132696, DOI: 10.1109/ICC.2017.7996861 * |
| XU, DONGYANG ET AL.: "Code-Frequency Block Group Coding for Anti-Spoofing Pilot Authentication in Multi-Antenna OFDM Systems", IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 13, no. 7, 1 February 2018 (2018-02-01), pages 1778 - 1789, XP011681939, DOI: 10.1109/TIFS.2018.2800696 * |
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