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    • 1. 发明申请
    • DSL system estimation and control
    • DSL系统估计和控制
    • US20060268733A1
    • 2006-11-30
    • US11342024
    • 2006-01-28
    • Wonjong RheeJohn CioffiBin LeeIker AlmandozGeorgios GinisC. Sylke
    • Wonjong RheeJohn CioffiBin LeeIker AlmandozGeorgios GinisC. Sylke
    • H04L12/26
    • H04M11/062H04L41/0213H04L41/082H04L41/0853H04L41/145H04L43/50
    • Methods, apparatus, computer program products and other embodiments model a system's channel and noise characteristics using one or more Hidden Markov Models (HMMs) by modeling the state dynamics for one or more lines and associated profiles and by learning from the line history. Besides channel and noise characteristics, user data activity also can be modeled using an HMM, where all channel, noise and user data activity can be modeled jointly using HMMs as long as the joint states are properly defined. In multi-line systems, multiple lines (for example, a set of lines in a DSL system binder) may be modeled jointly. After learning channel, noise, user data activity and/or other dynamics using HMM techniques and methods, system operation and/or configuration parameters can be controlled based on the estimated HMM, providing flexible solutions for virtually any channel, noise, user data activity and/or other dynamics.
    • 方法,装置,计算机程序产品和其他实施例通过使用一个或多个隐马尔可夫模型(HMM)来建模系统的信道和噪声特征,通过对一个或多个线路和相关联的简档进行建模以及从线路历史学习来模拟状态动态。 除了信道和噪声特征之外,用户数据活动也可以使用HMM进行建模,只要联合状态被正确定义,所有信道,噪声和用户数据活动都可以使用HMM联合建模。 在多线系统中,可以联合地建立多条线路(例如,DSL系统绑定器中的一组线路)。 在使用HMM技术和方法学习信道,噪声,用户数据活动和/或其他动态之后,可以基于所估计的HMM来控制系统操作和/或配置参数,为几乎任何信道,噪声,用户数据活动提供灵活的解决方案, /或其他动态。
    • 2. 发明申请
    • Self-learning and self-adjusting DSL system
    • 自学习和自调整DSL系统
    • US20070036339A1
    • 2007-02-15
    • US11341969
    • 2006-01-28
    • John CioffiWonjong RheeBin LeeIker AlmandozGeorgios Ginis
    • John CioffiWonjong RheeBin LeeIker AlmandozGeorgios Ginis
    • H04M1/00
    • H04M3/247H04M3/304H04M11/062H04M2201/12H04M2201/36
    • A self-learning and/or self-adjusting communication controller and/or optimizer uses operational data collected from a communication system to adjust operation of the communication system to changing operational, environmental, etc. conditions and, in some embodiments, to customize operation of the communication system's lines and components so that their performance can be controlled, improved and/or optimized. In various embodiments, operational parameters and/or rules are established and/or adjusted based on information obtained from the system concerning the system's operation; information regarding margins used by a DSL system and code violation counts reported by the DSL system are used to set margin levels for one or more line sets (each line set including an individual line, a group of lines, a binder, etc.) and/or other users and/or components of the DSL system; and, the controller and/or optimizer forces a small number of test lines into as yet unexperienced and/or unimplemented operational conditions so that new knowledge can be obtained.
    • 自学习和/或自调整通信控制器和/或优化器使用从通信系统收集的操作数据来调整通信系统的操作以改变操作,环境等条件,并且在一些实施例中,定制操作 通信系统的线路和组件,使其性能得到控制,改进和/或优化。 在各种实施例中,基于从系统获得的关于系统操作的信息建立和/或调整操作参数和/或规则; 关于DSL系统使用的边距和DSL系统报告的代码违规计数的信息用于设置一个或多个线路组(每个线路组,包括单线,一组线路,绑带等)的边缘水平,以及 /或DSL系统的其他用户和/或组件; 并且,控制器和/或优化器迫使少数测试线进入尚未经验和/或未实现的操作条件,从而可以获得新的知识。
    • 3. 发明申请
    • Binder identification
    • 粘结剂识别
    • US20070036340A1
    • 2007-02-15
    • US11342028
    • 2006-01-28
    • Wonjong RheeBin LeeIker AlmandozJohn CioffiGeorgios Ginis
    • Wonjong RheeBin LeeIker AlmandozJohn CioffiGeorgios Ginis
    • H04M1/00
    • H04M11/062H04B3/487H04M3/304
    • Methods, techniques and apparatus identify members and characteristics of binders and/or other groups of communication lines such as those in a DSL system. Information obtained includes the identification (for example, by scanning) of significant crosstalking “offenders” and their “victims” that are affected by the crosstalk. One or a small number of modems are instructed to transmit with preselected transmit spectra, after which evidence of crosstalk in the noise spectrum data is examined for potential victim lines. Direct evidence of noise spectrum contribution by a suspected offender line may be obtained by collecting reported noise spectrum data and/or estimated noise spectrum data from potential victim lines. Also, where such direct evidence is not available, or in addition to it, other operational data showing crosstalk interference relating to potential victim lines can be used. The transmitting modem can either be on the CO/RT side or on the CPE side. Modems other than suspected offenders might transmit zero or minimal power in one or more selected frequency bands during scanning to reduce the risk that a modem and/or line not being examined for “offender” status supplies unnecessarily complicating and/or dominant crosstalk during the procedure. For DMT modulated DSL transceivers, well designed transmit spectra can be easily enforced by manipulating line profiles where such well designed line profiles cause minimal or no interruption to existing DSL customers. The invention also can be used to identify (partially or fully) the absolute values of crosstalk channels making up a channel transfer function.
    • 方法,技术和装置识别绑定器和/或诸如DSL系统中的那些通信线路的其他组的成员和特征。 获得的信息包括受串扰影响的重要串扰“罪犯”及其“受害者”的识别(例如,扫描)。 指示一个或少数调制解调器以预选的发送频谱进行发送,之后检查噪声频谱数据中的串扰的可能的受害线路。 通过从潜在受害者线收集报告的噪声频谱数据和/或估计的噪声频谱数据,可以获得可疑罪犯线的噪声频谱贡献的直接证据。 此外,如果这种直接证据不可用,或除此之外,可以使用显示与潜在受害者线路相关的串扰干扰的其他操作数据。 发射调制解调器可以在CO / RT侧或CPE侧。 除了怀疑罪犯之外的调制解调器可能会在扫描过程中在一个或多个所选频段内传输零或最小功率,以降低在程序中调制解调器和/或线路未被检查为“罪犯”状态提供不必要的复杂和/或显性串扰的风险 。 对于DMT调制的DSL收发器,可以通过操纵线路配置文件轻松实施精心设计的发射频谱,其中这种精心设计的线路配置文件对现有DSL客户端造成最小或不中断。 本发明还可以用于识别(部分地或完全地)构成信道传递函数的串扰信道的绝对值。
    • 4. 发明申请
    • DSL system loading and ordering
    • DSL系统加载和订购
    • US20060280237A1
    • 2006-12-14
    • US11344873
    • 2006-02-01
    • Wonjong RheeIker AlmandozJohn CioffiBin LeeGeorgios Ginis
    • Wonjong RheeIker AlmandozJohn CioffiBin LeeGeorgios Ginis
    • H04L5/16
    • H04L5/0064H04L5/0007H04L5/0046H04L5/006
    • Loading and ordering techniques are provided for one-sided and two-sided vectored line groups, as well as loading methodologies that also can be used on a single line, in communication systems such as DSL binders. For single-user lines, bits and energy are optimally allocated for a given set of parameters, which may include maximum rate, minimum rate, maximum margin, target margin, minimum margin and PSD mask of any shape. Iterations, bit-swapping during loading or adaptive margin update during loading can be used in single-user loading, which has low complexity and can be used for a variety of loading objectives and/or goals, such as rate-adaptive, margin-adaptive and fixed-margin objectives. For multi-user vectoring systems, ordering as well as loading is provided for a supplied rate-tuple within a rate region, determining acceptable user loadings and orderings so that the rate-tuple can be implemented. For one-sided vectored DSL, some loading and ordering determines acceptable allocations of bits, energy and decoding/precoding ordering(s) for each tone of each user for a specified set of rates on the vectored lines. PSD determination, ordering and bit allocation can be iteratively used in multi-user loading and ordering and can augment and alter the criteria used for bit swapping procedures used in single lines (or in bonded multiple lines for a single user) so that a favorable vector of rates is achieved for all users. Order swapping can adjust a bit vector and/or rate vector within a constant-rate-sum convex subset of a hyperplane towards the desired vector of user rates for each of the lines.
    • 为单向和双向向量线组提供加载和排序技术,以及也可以在通信系统(如DSL结合器)中单一线路上使用的加载方法。 对于单用户行,位和能量被优化地分配给给定的一组参数,其可以包括任何形状的最大速率,最小速率,最大余量,目标余量,最​​小余量和PSD掩模。 加载期间的迭代,加载期间的自适应余量更新中的位交换可以用于单用户加载,其具有低复杂性并且可以用于各种加载目标和/或目标,例如速率自适应,边缘自适应 和固定利率目标。 对于多用户向量化系统,在速率区域内为提供的速率元组提供了排序和加载,确定可接受的用户负载和排序,以便可以实现速率元组。 对于单面向量的DSL,一些加载和排序确定了在向量线上的指定速率的每个用户的每个音调的可接受的比特分配,能量和解码/预编码排序。 可以在多用户加载和排序中迭代地使用PSD确定,排序和位分配,并且可以增加和改变用于单行(或单个用户的绑定多行)中的位交换过程的标准,以便有利的向量 的费率是为所有用户实现的。 订单交换可以将超平面的恒定速率和凸凸子集内的位向量和/或速率向量调整到用于每行的用户利率的期望向量。
    • 5. 发明申请
    • Adaptive GDFE
    • 自适应GDFE
    • US20060276918A1
    • 2006-12-07
    • US11336113
    • 2006-01-20
    • John CioffiWonjong RheeBin LeeGeorgios Ginis
    • John CioffiWonjong RheeBin LeeGeorgios Ginis
    • G06F17/00
    • H04L25/03057H04L25/03146H04L25/03305H04L27/2601H04L2025/0349
    • Adaptive generalized decision feedback equalization (GDFE) allows variations in one or more channels and noise of a multi-line/multi-channel communication system to be tracked. Such tracking can be used in vector upstream (one-sided) situations in communication systems such as ADSL and VDSL, among others. The GDFE may be separated into adaptive and static portions and/or components. Either a feedforward section or a feedback section (or both) can be separated to create a static component and an adaptive component. The adaptive components adjust to the instantaneous channel and noise changes (for example, using the instantaneous errors and simple LMS algorithms). When the channel and noise do not exhibit any time-variation, the adaptive filters can zero themselves. Local updating of adaptive feedforward and/or feedback filters addresses rapid changes to the spatial correlation of noise and/or changes to the multi-line channel (for example, time-variation due to temperature changes, component variations, mechanical stress, and other reasons), without disruption to separate static feedforward and/or feedback filters supplied by a controller, such as a DSL optimizer or the like that can assist by doing the heavier calculations and providing vectoring information and data to the DSL line components. An efficient implementation is provided of any triangularization of the binder channel that characterizes multi-user vectored-DMT DSL. Adaptation also allows correction of any inaccuracy in initially or previously reported crosstalk transfer functions and noise spatial correlation.
    • 自适应广义判决反馈均衡(GDFE)允许跟踪多线/多通道通信系统的一个或多个信道和噪声的变化。 这样的跟踪可以用于诸如ADSL和VDSL之类的通信系统中的向量上行(单向)情况。 GDFE可以分成自适应和静态部分和/或部件。 可以分离前馈部分或反馈部分(或两者)以创建静态组件和自适应组件。 自适应组件调整到瞬时通道和噪声变化(例如,使用瞬时误差和简单的LMS算法)。 当信道和噪声不显示任何时间变化时,自适应滤波器可以自己归零。 自适应前馈和/或反馈滤波器的本地更新解决了噪声和/或多线路信道变化的空间相关性的快速变化(例如,由于温度变化,组件变化,机械应力和其他原因引起的时间变化 ),而不会破坏由控制器(例如DSL优化器等)提供的分离的静态前馈和/或反馈滤波器,其可以通过进行较重的计算并向DSL线路部件提供向量化信息和数据来辅助。 提供表征多用户向量DMT DSL的绑定通道的任何三角化的有效实现。 适应还允许校正初始或先前报告的串扰传递函数和噪声空间相关性中的任何不准确性。
    • 6. 发明申请
    • DSL system training
    • DSL系统培训
    • US20060274893A1
    • 2006-12-07
    • US11345215
    • 2006-02-01
    • John CioffiWonjong RheeBin LeeGeorgios Ginis
    • John CioffiWonjong RheeBin LeeGeorgios Ginis
    • H04M1/00
    • H04M11/062H04B3/487
    • Existing and future standardized VDSL2 and other systems can be integrated into and used with a vectored DSLAM or other vectored or non-vectored DSL system, without a new user disrupting service to other users in the same or a nearby binder, in some cases by using transmit power, CARMASK and/or PSDMASK DSL capabilities to reduce both downstream and upstream training-signal levels so that training of a new DSL line is non-disruptive, despite a lack of knowledge of the pre-existing binder. For vectored systems, the crosstalk from that tone can be observed, learned and then added to the vectoring system so that any subsequent excitation on that tone would be eliminated by vector processing. A second tone then can be added in the same way, etc. In non-vectored DSLs that might be operating in a binder or line set, once these non-vectored lines are observed to be present, a vectored line set controller, such as a DSL optimizer, then can anticipate the potential interference from such non-vectored lines.
    • 现有和未来的标准化VDSL2和其他系统可以集成到矢量DSLAM或其他矢量或非矢量DSL系统中,而不会在相同或附近的胶片机中破坏其他用户的服务,在某些情况下,通过使用 传输功率,CARMASK和/或PSDMASK DSL功能,以减少下游和上游的培训信号水平,以便对新的DSL线路进行培训是无中断的,尽管缺乏对先前存在的绑定器的了解。 对于向量系统,可以观察到来自该音调的串扰,学习并且然后添加到向量系统,使得通过矢量处理将消除该音调上的任何后续激励。 然后可以以相同的方式添加第二音调等等。在可能以活页夹或行集合中操作的非向量DSL中,一旦观察到这些非向量行存在,则向量行集控制器 DSL优化器,然后可以预测这种非向量线路的潜在干扰。
    • 7. 发明申请
    • Phantom use in DSL systems
    • 幻影在DSL系统中的应用
    • US20060268966A1
    • 2006-11-30
    • US11267623
    • 2005-11-04
    • John CioffiBin LeeWonjong RheeGeorgios Ginis
    • John CioffiBin LeeWonjong RheeGeorgios Ginis
    • H04L5/16
    • H04L5/20H04B3/32
    • Superimposing phantom-mode signals reinforces existing differentially driven DSL downstream signals in a vectored binder of DSLs or reinforces upstream vectored signals in a binder of differentially excited twisted pairs, thus expanding the extra transmission modes of the previous GDSL multi-wire two-sided-excitation invention to the case where coordination can only occur on one-side of the binder. Each pair is treated as a common-mode antenna with respect to earth ground, with some pairs selectively excited at the transformer center tap at the transmit end with respect to a common (earth or chassis) ground reference. Corresponding receivers on other non-excited pairs sense the signals between their center taps and a ground at the opposite ends of the lines to the exciting transmitters. A dual use with hybrid circuits allows the receiving circuit to also have an upstream transmitter and an upstream-sensing receiver on the center tap of the opposite side of an adjacent wire.
    • 叠加幻像模式信号加强了DSL的向量绑定器中现有的差分驱动的DSL下行信号,或加强了差分激励双绞线的绑定器中的上游矢量信号,从而扩展了先前的GDSL多线双向激励的额外传输模式 发明到只能在粘合剂的一面上进行配位的情况。 每对被视为相对于接地的共模天线,一些对在相对于公共(接地或底盘)接地参考的发射端处的变压器中心抽头处选择性激励。 在其他非激励对上的对应的接收器检测它们的中心抽头之间的信号和在激励发射器的线的相对端的接地。 与混合电路的双重用途允许接收电路在相邻线的相对侧的中心抽头上还具有上游发射器和上游感测接收器。
    • 8. 发明申请
    • Tonal rotors
    • 音调转子
    • US20060259535A1
    • 2006-11-16
    • US11284692
    • 2005-11-22
    • John CioffiIker AlmandozGeorgios Ginis
    • John CioffiIker AlmandozGeorgios Ginis
    • G06F7/52
    • H04L5/023G06F17/16H04L25/0246H04L25/03343H04L2025/03414H04L2025/0349
    • A set of complex rotations are used to implement a unitary “Q” matrix that can arise in various transmitters and/or receivers in communication line vectoring. Each complex rotation is a set of real rotations, where the minimum number of real rotations to perform the complex rotation is three, and where the minimum number of angles to characterize the real rotations is two. An order of rotations is also provided. The invention assists in the efficient implementation of any unitary “Q” matrix in a QR or other sophisticated matrix factorization. A complex form of the so-called “Givens” implementation of the Q matrix is characterized in terms of a sequence of complex rotations that can implemented using a complex rotor computational unit that accepts a minimum of two real angles and a pair of integer indices for each of a set of successive complex rotor calculations and then implements the complex rotation as a series of a minimum of three real rotations with one real angle used twice and the other real angle used once, providing two complex outputs (that is, two rotated data entries from a data vector comprising indexed communication data) for two complex inputs (two original data entries from a data vector comprising indexed communication data). The index-angle sets for each successive rotation can be provided by a complex rotor calculation unit, which may be collocated with the complex rotor computational unit, located in a controller such as a DSL optimizer, or located in any other suitable device or apparatus that has performed the QR factorization upon supplied matrix MIMO transfer functions for the vectored channel.
    • 一组复杂的旋转被用于实现通信线路矢量化中可能出现在各种发射机和/或接收机中的单一的“Q”矩阵。 每个复合旋转是一组实际旋转,其中执行复数旋转的最小真实旋转数为3,并且其中表示真实旋转的最小角度数为2。 还提供了旋转顺序。 本发明有助于在QR或其他复杂矩阵因子分解中有效实现任何单一“Q”矩阵。 Q矩阵的所谓“Givens”实现的复杂形式的特征在于可以使用接收最小两个实角的复数转子计算单元和一对整数指数来实现的复数旋转序列 每个一组连续的复数转子计算,然后将复数旋转实现为一系列最小三个实际旋转,一个实际角度使用两次,另一个实际角度使用一次,提供两个复数输出(即两个旋转数据 来自包括索引的通信数据的数据向量的条目)用于两个复合输入(包括索引的通信数据的数据向量的两个原始数据条目)。 可以由复数转子计算单元提供每个连续旋转的分度角设置,复数转子计算单元可以与位于诸如DSL优化器的控制器中的复合转子计算单元并置,或位于任何其他合适的装置或装置中, 已经为矢量通道提供的矩阵MIMO传递函数执行了QR因式分解。
    • 9. 发明申请
    • DSL state and line profile control
    • DSL状态和线路轮廓控制
    • US20060198430A1
    • 2006-09-07
    • US11071762
    • 2005-03-03
    • Wonjong RheeIker AlmandozJohn Cioffi
    • Wonjong RheeIker AlmandozJohn Cioffi
    • H04L5/16
    • H04B3/46H04L5/006H04L5/14H04M11/062
    • Transitions between states and/or profiles for a line in a communication system, such as a DSL system, are controlled by evaluating the current state of the line and one or more target states. Evaluation of the feasibility of staying in the current state or moving to one of the target states can be based on distributions of reported and estimated data distilled from operational data collected from the communication system. The target states may be prioritized and arranged in a matrix. Feasibility may take into account both the sufficiency of available data and the line's likely behavior in the current state and any potential target state. Probabilities of meeting operational and/or performance thresholds can be used in various sub-rules whose outputs can be combined in an overall rule that provides a feasibility or infeasibility decision. Old data can be weighted or completely purged to control its influence on a potential transition. In a DSL system these weightings, sub-rules and other factors may reflect differences between upstream and downstream behavior and data transmission. Changing line conditions, performance goals, etc. can be accommodated by adjusting and/or updating sub-rules, rules, threshold tables, vectors, matrices, etc. adaptively or dynamically. Methods, techniques, apparatus, processes and equipment according to embodiments of the present invention may be implemented in a controller, DSL optimizer or the like. Such implementation may be part of a dynamic spectrum management system.
    • 通信系统(例如DSL系统)中的线路的状态和/或简档之间的转换通过评估线路的当前状态和一个或多个目标状态来控制。 评估在目前状态下停留或移动到目标状态之一的可行性可以基于从通信系统收集的操作数据中提取的报告和估计数据的分布。 可以将目标状态优先排列成矩阵。 可行性可能会考虑到现有数据的充足性和线路在当前状态下的可能行为以及任何潜在的目标状态。 满足运营和/或绩效阈值的概率可用于各种子规则,其产出可以在提供可行性或不可行性决定的总体规则中组合。 旧数据可以加权或完全清除,以控制其对潜在转换的影响。 在DSL系统中,这些权重,子规则和其他因素可能反映了上游和下游行为与数据传输之间的差异。 可以通过自适应地或动态地调整和/或更新子规则,规则,阈值表,向量,矩阵等,来适应改变线条件,性能目标等。 根据本发明的实施例的方法,技术,设备,过程和设备可以在控制器,DSL优化器等中实现。 这种实现可能是动态频谱管理系统的一部分。
    • 10. 发明申请
    • Tonal precoding
    • US20060274825A1
    • 2006-12-07
    • US11336666
    • 2006-01-20
    • John CioffiWonjong RheeGeorgios Ginis
    • John CioffiWonjong RheeGeorgios Ginis
    • H04L5/16H04L27/00
    • H04L25/03343H04L2025/03414
    • Precoding mitigates or removes interference signals (especially crosstalk) among multiple users with interconnected transmitters in vectored DSL systems and the like. Efficient implementation is provided of the R matrix in RQ factorization that characterizes multi-user downstream vector channels (such as DMT VDSL one-sided or two-sided transmission channels). A set of precoder coefficients can vary with each tone used by each user and depend upon the encoding order of users selected for each tone. In adaptive operation, the coefficients of the R and Q matrices can be updated when changes occur to the transmission environment. Variable modulo arithmetic mitigates the power-enhancement problem, and the base of modular arithmetic also can vary with each user within a single precoder for a single tone. The user order of preceding need not be the same on each tone, and the modular arithmetic progression may thus also be different on each tone because multi-user situations create an unusual situation for precoding in that the modulo arithmetic used for each user can be different (thus imposing a larger power increase) and because digital duplexed or synchronized DMT systems can separately implement a precoder for each tone. Further, the precoding process terminates each DMT symbol, after processing up to the total number of users. An optional dither signal, known to both transmitter and receiver, can be added at the transmit side and removed at the receiver side to smooth the precoding process and ensure that aberrations in the transmitted constellation size and characteristics are consistent despite any unusual variations in the feedback signal that exits the feedback filter matrix G before being subtracted from the user signal of interest. Some embodiments use a “subtraction only” mode while other embodiments use a dither signal and/or modulo arithmetic, though embodiments of the present invention do not require use of identical constellations by both transmitter and receiver.