Fault determination by AI waveform analysis in 5G and 6G

    公开(公告)号:US12095573B2

    公开(公告)日:2024-09-17

    申请号:US18502744

    申请日:2023-11-06

    CPC classification number: H04L1/201 H04L1/206

    Abstract: Message faulting is an increasing problem in 5G and future 6G due to network crowding, receiver motion, signal fading at higher frequencies, and greater phase-noise sensitivity. Disclosed herein are methods for analyzing waveform features of the received signal using artificial intelligence, and identifying the likely faulted message elements according to correlations of those waveform features. For example, after demodulating, the receiver can identify a subset of message elements that are all demodulated according to the same modulation level, and can measure a signal parameter for each message element in the subset. The processor can then average the deviations in the subset, and compare those message elements to the average for the subset. If one of the message elements shows an anomalously large deviation from the average, that message element is likely faulted.

    DATA TRANSMISSION APPARATUS AND METHOD
    5.
    发明申请
    DATA TRANSMISSION APPARATUS AND METHOD 审中-公开
    数据传输装置和方法

    公开(公告)号:US20160294708A1

    公开(公告)日:2016-10-06

    申请号:US15184689

    申请日:2016-06-16

    Inventor: PEI LIU

    Abstract: Embodiments of the present invention provide a data transmission apparatus and method. The data transmission apparatus includes: a processor, configured to, record a link quality indication value corresponding to received data and add 1 to a count value, if the data is received within a preset period of time; if it is learned by comparison that the count value is not less than a quantity N of pieces of data allowed to be transmitted in a current period, calculate an average value of link quality indication values; and compare the average value with a threshold to determine a quantity of pieces of data allowed to be transmitted in a next period The apparatus also includes a transceiver, configured to reply with a periodicity acknowledgment frame that carries the quantity of pieces of data allowed to be transmitted in the next period.

    Abstract translation: 本发明的实施例提供一种数据传输装置和方法。 数据发送装置包括:处理器,被配置为如果在预设时间段内接收到数据,则记录与接收到的数据对应的链路质量指示值,并将1加1到计数值; 如果通过比较获知计数值不小于在当前周期中允许发送的数据数量N,则计算链路质量指示值的平均值; 并且将平均值与阈值进行比较,以确定在下一周期中允许发送的数据片数。该装置还包括收发器,被配置为用携带允许的数据数量的周期性确认帧进行回复 在下一个时期传送。

    Signal detector device and signal detection method
    8.
    发明授权
    Signal detector device and signal detection method 有权
    信号检测装置及信号检测方法

    公开(公告)号:US09270444B2

    公开(公告)日:2016-02-23

    申请号:US14114168

    申请日:2013-03-12

    Abstract: In a signal detection apparatus, power detection section 101 detects power of an inputted received signal, and upon detection of power exceeding a power detection threshold, outputs a trigger to storage section 102. Storage section 102 stores a first received signal upon reception of the trigger and outputs the stored first received signal to multiplier 103 and newly stores a second received signal upon receipt of the next trigger. Multiplier 103 multiplies the second received signal by the first received signal, integrator 104 integrates the multiplication result from multiplier 103 during a predetermined duration to obtain a correlation value of the second and first received signals, and absolute value calculation section 105 calculates an absolute value of the correlation value from integrator 104. Determination section 106 determines the presence/absence of a detection-target signal based on the absolute value of the correlation value from absolute value calculation section 105.

    Abstract translation: 在信号检测装置中,功率检测部101检测输入的接收信号的功率,并且在超过功率检测阈值的功率检测时,向存储部102输出触发。存储部102在接收到触发时存储第一接收信号 并将所存储的第一接收信号输出到乘法器103,并且在接收到下一个触发时新存储第二接收信号。 乘法器103将第二接收信号乘以第一接收信号,积分器104在预定持续时间内对来自乘法器103的相乘结果进行积分,以获得第二和第一接收信号的相关值,绝对值计算部105计算绝对值 来自积分器104的相关值。确定部分106基于来自绝对值计算部分105的相关值的绝对值来确定检测目标信号的存在/不存在。

    RESOURCE SPECIFIC INTERFERENCE MITIGATION
    9.
    发明申请
    RESOURCE SPECIFIC INTERFERENCE MITIGATION 审中-公开
    资源特异性干扰减缓

    公开(公告)号:US20150382362A1

    公开(公告)日:2015-12-31

    申请号:US14319509

    申请日:2014-06-30

    CPC classification number: H04W72/082 H04L1/0045 H04L1/1845 H04L1/201 H04W88/06

    Abstract: Methods, systems, and devices are described for identifying and mitigating in-device coexistence interference for multicarrier systems implementing soft combining decoding techniques. In some aspects, the described techniques include identifying time-frequency resources of a received signal subject to coexistence interference at a transceiver of a wireless device. The time-frequency resources may include, for example, symbols, slots, code-blocks, sub-frames, subcarriers, etc. Resource-specific mitigation may then be applied to the identified resources, for example, including skipping or nulling the interfered resources in the time domain, frequency domain, or both. In some aspects, the resource-specific mitigation may be performed at the soft-combining stage of the decoding process, such as by skipping or nulling one or more log likelihood ratio (LLR) instances that correspond to the interfered resource(s).

    Abstract translation: 描述了用于识别和减轻实现软组合解码技术的多载波系统的设备内共存干扰的方法,系统和设备。 在一些方面,所描述的技术包括识别在无线设备的收发器处的共存干扰的接收信号的时间 - 频率资源。 时间 - 频率资源可以包括例如符号,时隙,码块,子帧,子载波等。然后可以将资源特定的缓解应用于所识别的资源,例如包括跳过或置零被干扰的资源 在时域,频域或两者中。 在一些方面,资源特定的缓解可以在解码过程的软组合阶段执行,例如通过跳过或归零对应于受干扰的资源的一个或多个对数似然比(LLR)实例。

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