WO2008016585A2 - Method and apparatus for analyzing and mitigating noise in a digital subscriber line - Google Patents
Method and apparatus for analyzing and mitigating noise in a digital subscriber line Download PDFInfo
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- WO2008016585A2 WO2008016585A2 PCT/US2007/017077 US2007017077W WO2008016585A2 WO 2008016585 A2 WO2008016585 A2 WO 2008016585A2 US 2007017077 W US2007017077 W US 2007017077W WO 2008016585 A2 WO2008016585 A2 WO 2008016585A2
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/20—Arrangements for detecting or preventing errors in the information received using signal quality detector
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B1/00—Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
- H04B1/06—Receivers
- H04B1/10—Means associated with receiver for limiting or suppressing noise or interference
- H04B1/1027—Means associated with receiver for limiting or suppressing noise or interference assessing signal quality or detecting noise/interference for the received signal
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B3/00—Line transmission systems
- H04B3/02—Details
- H04B3/32—Reducing cross-talk, e.g. by compensating
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0823—Errors, e.g. transmission errors
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/22—Arrangements for supervision, monitoring or testing
- H04M3/2209—Arrangements for supervision, monitoring or testing for lines also used for data transmission
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/02—Standardisation; Integration
- H04L41/0213—Standardised network management protocols, e.g. simple network management protocol [SNMP]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/16—Threshold monitoring
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/22—Arrangements for supervision, monitoring or testing
- H04M3/26—Arrangements for supervision, monitoring or testing with means for applying test signals or for measuring
- H04M3/28—Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor
- H04M3/30—Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop
Definitions
- This invention relates generally to a method and apparatus for analyzing and improving the quality and stability of digital communication systems. More specifically, this invention relates to analyzing and mitigating link failures and errors in a DSL system.
- Digital subscriber line (DSL) technologies provide potentially large bandwidth for digital communication over existing telephone subscriber lines (referred to as loops and/or the copper plant). Telephone subscriber lines can provide this bandwidth despite their original design for only voice-band analog communication.
- asymmetric DSL (ADSL) and very-high-speed DSL (VDSL) can adjust to the characteristics of the subscriber line by using a discrete multitone (DMT) line code that assigns a number of bits to each tone (or sub-carrier), which can be adjusted to channel conditions as determined during training and initialization of the modems (typically transceivers diat function as both transmitters and receivers) at each end of the subscriber line.
- DSL systems can use vectoring technologies, where joint transmitter and/or joint receiver signal processing can be performed among multiple pairs to mitigate the effects of crosstalk interference, and thus to improve performance.
- DSL systems would further benefit from determining the cause of DSL link instability and/ or poor link quality that can lead to DSL link failures or link errors, and taking measures to improve link stability and/or link quality.
- An embodiment of the invention comprises a means and method to collect data, perform . analysis of the data to characterize causes leading to DSL link failures and or DSL link errors, and once the causes are determined, reconfiguring the DSL link to mitigate the failures and/or errors.
- Figure 1 shows the reference model diagram for a DSL system from the ITU-T G.997.1 standard.
- Figure 2 illustrates a general schematic diagram of a DSL system, showing the layout and operation of the system.
- FIG. 3A illustrates a DSL optimizer coupled in communication with a DSL system in accordance with an embodiment of the invention.
- Figure 3B illustrates a DSL optimizer that operates in connection with a DSLAM in accordance with an embodiment of the invention.
- Figure 4 illustrates a flow diagram in accordance with one embodiment of the invention.
- Figure 5 illustrates a characterization of impulse noise over a time period.
- FIG. 6 illustrates a flow diagram in accordance with one embodiment of the invention.
- Figure 7 illustrates the locations of bytes within a RS codeword that have high probability of being corrupted by impulse noise, in accordance with an embodiment of the invention.
- Figure 8 illustrates a computer system for use by a user and/or controller in accordance with one or more embodiments of the invention.
- Figure 1 shows the reference model system according to the G.997.1 standard (G.ploam).
- This model applies to all ADSL systems meeting the various standards that may or may not include splitters, such as ADSLl (G.992.1), ADSL-Lite (G.992.2), ADSL2 (G.992.3), ADSL2-Iite G.992.4, ADSL2+ (G.992.5) and the G.993.1 and G.9932 VDSL standards, as well as the G.991.1 and G.991.2 SHDSL standards, all with and without bonding.
- splitters such as ADSLl (G.992.1), ADSL-Lite (G.992.2), ADSL2 (G.992.3), ADSL2-Iite G.992.4, ADSL2+ (G.992.5) and the G.993.1 and G.9932 VDSL standards, as well as the G.991.1 and G.991.2 SHDSL standards, all with and without bonding.
- This model is well known to those skilled in the art.
- the G.997.1 standard specifies the physical layer management for ADSL transmission systems based on the clear embedded operation channel (EOC) defined in G.997.1 and use of indicator bits and EOC messages defined in G.992.X and G.993.X standards. Moreover, G.997.1 specifies network management elements content for configuration, fault and performance management. In performing these functions, the system utiliaes a variety of operational data that is available at an access node (AN).
- EOC clear embedded operation channel
- AN access node
- NT 120 includes an xTU-R 122 (for example, a transceiver defined by one of the ADSL standards) or any other suitable network termination modem, transceiver or other communication unit.
- NT 120 also includes a management entity (ME) 124.
- ME 124 can be any suitable hardware device, such as a microprocessor, microcontroller, or circuit state machine in firmware or hardware, capable of performing according to any applicable standards and/or other criteria.
- ME 124 collects and stores performance data in its Management Information Base (MIB), which is a database of information maintained by each ME.
- MIB Management Information Base
- the MIB can be accessed via network management protocols such as SNMP (Simple Network Management Protocol), an administration protocol used to gather information from a network device to provide to an administrator console/program, or via TLl commands, TLl being a well known command language used to program responses and commands between telecommunication network elements.
- network management protocols such as SNMP (Simple Network Management Protocol), an administration protocol used to gather information from a network device to provide to an administrator console/program, or via TLl commands, TLl being a well known command language used to program responses and commands between telecommunication network elements.
- Each xTU-R in a system is coupled to an xTU-C in a Central Office (CO) or other central location.
- xTU-C 142 is located at an access node (AN) 140 in a CO 146.
- An ME 144 likewise maintains an MIB of performance data pertaining to xTU-C 142.
- the AN 140 may be coupled to a broadband network 170 or other network, as will be appreciated by those skilled in the art.
- xTU-R 122 and xTU-C 142 are coupled together by a loop 130, which in the case of ADSL and VDSL typically is a telephone twisted pair that also carries other communication services.
- the Q-interface 155 provides the interface between the Network Management Station (NMS) 150 of the operator and ME 144 in AN 140. AU of the parameters specified in the G.997.1 standard apply at the Q-interface 155.
- the near-end parameters supported in ME 144 are derived from xTU-C 142, while the far-end parameters from xTU-R 122 can be derived by either of two interfaces over the U- interface.
- Indicator bits and EOC messages which are sent using embedded channel 132 and are provided at the PMD layer, can be used to generate the xTU-R 122 parameters in ME 144.
- the Operation Administration and Management (OAM) channel and a suitable protocol can be used to retrieve the parameters from xTU-R 122 when requested by ME 144.
- the far-end parameters from xTU-C 142 can be derived by either of two interfaces over the U-interface.
- Indicator bits and EOC messages which are provided at the PMD layer, can be used to generate the xTU-C 142 parameters in ME 122 of NT 120.
- the OAM channel and a suitable protocol can be used to retrieve the parameters from xTU-C 142 when requested by ME 124.
- Interface 157 provides xTU-C near-end parameters for xTU-R 122 to retrieve over the U-interface 130.
- interface 158 provides xTU-R near-end parameters for xTU-C 142 to retrieve over the U-interface 130.
- the parameters that apply may be dependent upon the transceiver standard being used (for example, G.992.1 or G.992.2).
- the G.997.1 standard specifies an optional OAM communication channel across the U-interface. If this channel is implemented, xTU-C and xTU-R pairs may use it for transporting physical layer OAM messages. Thus, the transceivers 122, 142 of such a system share various operational and performance data maintained in their respective MIBs.
- ADSL NMSs in DSL Forum Technical Report TR-005, entitled “ADSL Network Element Management” from the ADSL Forum, dated March 1998, which is well known to those skilled in the art.
- DSL Forum Technical Report TR-069 entitled “CPE WAN Management Protocol” dated May 2004 is well known to those skilled in the art.
- DSL Forum Technical Report TR- 064 entitled “LAN-Side DSL CPE Configuration Specification” dated May 2004 is well known to those skilled in the art.
- VDSL ITU standard G.993.1 (sometimes called “VDSLl”) and the ITU standard G.993.2 (sometimes called “VDSL2”), as well as several DSL Forum working texts in progress, all of which are known to those skilled in the art.
- the subscriber loop traverses two different environments.
- Part of the loop may be located inside a binder, where the loop is sometimes shielded from external electromagnetic interference, but is subject to crosstalk dues to its proximity to other loops in the binder.
- the drop wire is often unaffected by crosstalk due to its being farther away from other pairs for most of the drop, but transmission can also be more significantly impaired by electromagnetic interference because the drop wires are unshielded.
- Many drop wires have 2 to 8 twisted-pairs within them and in situations of multiple services to a home or bonding (multiplexing and demultiplexing of a single service) of those lines, additional substantial crosstalk can occur between these lines in the drop segment.
- FIG. 2 A generic, exemplary DSL deployment scenario is shown in Figure 2. All the subscriber loops of a total of (L + M) users 291, 292 pass through at least one common binder 240. Each user is connected to a Central Office 210, 220 through a dedicated line. However, each subscriber loop may be passing through different environments and mediums.
- L users 291 are connected to CO 210 using a combination of optical fiber 213 and twisted copper pairs 217, which is commonly referred to as Fiber to the Cabinet (FTTCab) or Fiber to the Curb.
- FTTCab Fiber to the Cabinet
- Signals from transceivers 211 in CO 210 have their signals converted by optical line terminal 212 and optical network terminal 215 in CO 210 and optical network unit (ONU) 218. Modems 216 in ONU 218 act as transceivers for signals between the ONU 218 and users 291.
- the loops 227 of the remaining M users 292 are copper twisted pairs only, a scenario referred to as Fiber to the Exchange (FTTEx).
- FTTEx Fiber to the Exchange
- FTTCab is preferable to FTTEx, since this reduces the length of the copper part of the subscriber loop, and consequendy increases the achievable rates.
- the existence of FTTCab loops can create problems to FTTEx loops.
- FTTCab is expected to become an increasingly popular topology in the future. This type of topology can lead to substantial crosstalk interference and may mean that the lines of the various users have different data carrying and performance capabilities due to the specific environment in which they operate.
- the topology can be such that fiber-fed "cabinet" lines and exchange lines can be mixed in the same binder.
- the lines from CO 220 to users 292 share binder 222, which is not used by the lines between CO 210 and users 291.
- another binder 240 is common to all of the lines to/from CO 210 and CO 220 and their respective users 291, 292.
- an analyzer 300 may be part of an independent entity monitoring one or more DSL systems as a controller 310 (for example, a DSL optimizer, a dynamic spectrum manager or dynamic spectrum management center) assisting users and/or one or more system operators or providers in optimizing or otherwise controlling their use of the system.
- a dynamic spectrum manager may also be referred to as a Dynamic Spectrum Management Center, DSM Center, DSL Optimizer, Spectrum Maintenance Center or SMC.
- the controller 310 may be operated by an Incumbent Local Exchange Carrier (ILEC) or Competitive Local Exchange Carrier (CLEC) operating DSL lines from a CO or other location.
- ILEC Incumbent Local Exchange Carrier
- CLEC Competitive Local Exchange Carrier
- a "smart" modem unit can have a controller (having, for example, a processor and memory) integrated widi the modem in a user location, a central office or some other single location.
- controller 310 may be in or part of the CO 146 or may be external and independent of CO 146 and any party operating within the system.
- controller 310 may be connected to and/or controlling multiple COs.
- components of controller 310 may or may not be in the same location and/or equipment, and/or may instead be accessed by the controller at different locations.
- die analyzer 300 includes collecting means 320 (which also may perform monitoring, if desired) and analyzing means 340.
- the collecting and/or monitoring means 320 may be coupled to and may collect data through and from sources internal to a DSL system, such as NMS 150, ME 144 at AN 140 and/or the MIB 148 maintained by ME 144. Data also may be collected from external sources by means 320 through the broadband network 170 (for example, via the TCP/IP protocol or other means outside the normal internal data communication systems within a given DSL system).
- the collecting means 320 may have access to one or more databases or other sources 348, storing binder-level information, such as deployment information, topology information, crosstalk coupling, etc, or information about modem capabilities, such as procedures for bit loading and power allocation, and service priorities.
- the controller may collect operational data from an xTU-R over the Internet or even from an xTU-C over the Internet if the EMS bandwidth is limited or if the EMS is uncooperative (for example, by blocking reported management data because the equipment manufacturer wishes to perform the management internally to its equipment). Operational data also can be collected from the NMS of the service provider, which may be collecting from various sources itself.
- Analyzing means 340 and/or monitoring/ collecting means 320 may also be coupled to a source 345 of parameter history and/or other such related information, such as a database or memory that may or may not be part of the analyzer 300 or controller 310.
- a source 345 of parameter history and/or other such related information such as a database or memory that may or may not be part of the analyzer 300 or controller 310.
- One or more of the analyzer's connections allows the analyzer 300 to collect operational data. Data may be collected once (for example, during a single transceiver training) or over time.
- the monitoring means 320 will collect data on a periodic basis, though it also can collect data on-demand or any other non-periodic basis, thus allowing the analyzer 300 to update its user and line data, if desired.
- Analyzing means 340 is capable of analyzing data provided to it to determine whether instructions need to be sent to one or more modems to assist the modems in mitigating noise effects.
- the analyzing means 340 of analyzer 300 is coupled to an instruction-signal generating means 350 in the controller 310.
- Signal generator 350 is configured to accept a parameter value generated by the analyzing means 340 for use by a modem, where the parameter value is based on the operational data and is calculated to assist at least one modem in mitigating noise, improving stability, eliminating failures or reducing errors.
- Signal generator 350 is configured to send instruction signals to users in the communication system (for example, ADSL transceivers such as ATU-Cs).
- the instruction signal generating means 350 may or may not be part of the analyzer 300 and/ or be implemented in the same hardware, such as a computer system.
- Instruction signal generator 350 constitutes a means for regulating one or more parameter values in the modem pair.
- a DSL optimizer 365 operates on and/or in connection with a DSLAM 385 or other DSL system component (for example, an RT, ONU /LT, etc.), either or both of which may be on the premises 395 of a telecommunication company (a "telco")-
- the DSL optimizer 365 includes a data module 380, which can collect, assemble, condition, manipulate and/or supply operational data, for and to the DSL optimizer 365.
- Module 380 can be implemented in one or more computers such as PCs, workstations, or the like. Data from module 380 is supplied to a DSM server module 370 for analysis (for example, determining the availability of profiles, transitions to be implemented, etc.
- a profile selector 390 may be used to implement signals affecting operation of the communication system. Such decisions may be made by the DSM server 370 or by any other suitable manner, as will be appreciated by those skilled in the art. Operational modes selected by selector 390 are implemented in the DSLAM 385 and/or any other appropriate DSL system component equipment. Such equipment may be coupled to DSL equipment such as customer premises equipment 399. Device 385 can be used to implement any ordered changes based on allowable profiles, performance enhancement, etc. considered by the DSL optimizer 365.
- the system of Figure 3B can operate in ways analogous to the system of Figure 3A, as will be appreciated by those skilled in the art, though differences are achievable while still implementing embodiments of the invention.
- the collecting means 320 or the data module 380 also may be coupled to the corresponding modules of a second controller or DSL optimizer.
- operational data can be collected from other DSL lines, even when they are not controlled by the same DSL optimizer, DSM center or SMC.
- a controller 310 or DSL optimizer 365 may provide operational data of its own DSL lines to a public or private database (for example, a public or privately controlled web site or connection where DSL management entities can share data appropriately) for appropriate use by regulators, service providers and/or other DSL optimizers.
- controller is a wholly independent entity (that is, not owned and/or operated by the company owning and/or operating lines within the CO)
- much of the DSL system's configuration and operational information may be unavailable.
- CLEC or ILEC operates and/ or functions as the controller 310, much of this data may be unknown.
- the analyzer 300 may be implemented in a computer such as a PC, workstation or the like (one example of which is disclosed in connection with Figure 8).
- the collecting means 320, analyzing means 340 and/or instructing signal generating means 350 may be software modules, hardware modules or a combination of both, as will be appreciated by those skilled in the art. These components may all reside in the same computer system, for example, or may be in distinct apparatus. For management of large numbers of lines, databases may be introduced and used to manage the volume of data generated by the lines and the controller.
- An embodiment of the invention can be characterized in two parts: noise characterization, and noise mitigation.
- noise characterization A discussion of noise characterization is provided next, followed by a discussion of noise mitigation.
- data is collected.
- Data collection can be performed as described above with reference to Figure 3A and Figure 3B.
- Data collection may be performed multiple times.
- Data collected may include instantaneous values (value at time of data collection), or a history of values (values obtained at various times before data collection).
- Data that represent counters e.g. Code Violations (CV), Errored Seconds (ES)
- CV Code Violations
- ES Errored Seconds
- Data can include parameters related to the Central Office (CO-side, or sometimes referred to as Near-End, NE), or to the Customer Premises (CP-side, or sometimes referred to as Far- End, FE).
- Bit distribution statistics e.g. min-max-median-average per tone
- IPTV or MPEG delivery statistics such as outages, missing packets, error- concealed packets, retransmitted packets, missing/interpolated MPEG blocks, buffer overflows/underflows, retransmissions, etc.
- Impulse noise can be characterized over time as shown in Figure 5, where each noise pulse 510 in an event duration 520 has a width 530 and period 540.
- Statistics of these quantities e.g. histograms, min, max, median, x% worst-case) can be computed and reported.
- Module 410 evaluates link stability and link quality.
- parameters such as the line failures specified above, full/ failed initializations (also known as retrains), and unavailable seconds (UAS), are obtained as described above with respect to Figures 3A and 3B and module 405 of Figure 4.
- a distribution of these quantities over time is evaluated. For example, if the LOS is counted in 15 minute intervals, for a total measurement period of 1 day, there are 96 LOS counts. Evaluating the distribution of LOS means evaluating in how many intervals the LOS count was equal to 0, in how many intervals the LOS count was equal to 1 , and so on.
- Link stability levels are determined from such distributions.
- link stability is declared to be good, if all of the following conditions hold:
- link stability levels may be determined by a combination of conditions such as the above for multiple parameters.
- Module 420 of Figure 4 compares noise before and after link failure. If the link stability is determined to be poor, then a further decision is made as to the type of noise/disturbance that is causing the poor link stability.
- a method to determine the type of noise/disturbance is to compare the noise at the DSL receiver before a link failure and after a link failure. (A link failure includes a so-called "SOS event" or an SRA event, where the modem in the DSL receiver remains operational, but reduces its data rate.)
- a significant difference between the measured noises indicates that the link failure occurred because of a substantial increase of the noise level. Comparable noise levels before and after the link failure indicate that causes other than an increase in the noise lead to the link failure.
- Such comparisons may be made over multiple time periods corresponding to the multiple link failures, in order to draw more reliable conclusions.
- the record of LOS (or full initializations) may be used to identify the time of a link failure.
- Multiple noise measurements may be obtained at times before and after the link failures.
- a change in the noise level may be considered to be the cause of the link failure if a substantial change in noise levels is observed for a certain percentage of the total number of link failures.
- the noise measurement before the link failure is preferably made at least a few seconds before the link failure occurs.
- the noise measurement after the link failure should be made after the DSL link has reinitialized (or after the SOS or SRA procedure to reduce data rate has concluded) and is in stable condition (e.g. signal to noise ration (SNR) margin is stable, CV count is low, etc.).
- SNR signal to noise ration
- the receiver reports the mean-square-error (MSE) of its decoder.
- MSE mean-square-error
- Such error may correspond to a slicer's output, a trellis decoder's output, or a RS decoder output.
- the noise may be indirectly computed using other parameters.
- SNR channel attenuation
- MREFPSD transmitted PSD
- GAINS gain scaling
- SNR margin reported values may be reported either as an average or per tone, and in either form it can be used to compare noise before and after a failure.
- the determination of a substantial change in noise levels typically is based on the difference between the noise before and after the failure.
- the difference is a vector of one or more values corresponding to different frequencies.
- a substantial change is declared if the difference is found to exceed a certain threshold for a certain number of frequency points. Weighting factors may be applied to difference values of certain frequencies.
- the determination of a substantial noise change can be used to diagnose the known issue of a "third wire".
- the inside wiring for telephony services includes three wires, two for the transmission of the telephony signal, and one for the ringing signal.
- Such a practice is nowadays obsolete, however, there continue to exist home installations where a third wire is present.
- this third wire seriously impairs DSL transmission, because it degrades the balance of the DSL signal transmission.
- external noise sources cause particularly strong interference on DSL.
- time-varying noise sources then cause substantial noise changes, which can lead to link failures.
- Such noise changes can be detected using the embodiments described herein, and consequendy, the presence of a third wire can be indicated as a possible root cause.
- the determination of a substantial noise change can also be used to diagnose the more general condition of "problem with in-house wiring". It is occasionally the case that in- house wiring is poorly installed or maintained, which may degrade the balance of the DSL signal transmission, and make DSL transmission suffer from external noise sources. Again, detecting noise changes as described herein can aid with diagnosing in-house wiring problems.
- one embodiment of the invention checks if the link failure is correlated with a power loss. If it is found that the noise before and after the link failure is not significantly different, men it is determined that the link failure may be the result of a power loss, or the result of a severe impulse noise event (for example, a voltage surge on die line). In order to differendate between diese cases, some additional checks can be performed:
- CPE modem e.g. a USB CPE modem powered by a computer such as a Personal Computer (PC)
- PC Personal Computer
- the link failure is found to be correlated with a power loss, then information characterizing the link failure can be recorded, for example the time/day of link failure can be recorded to provide statistical information about the times, days when such events are most likely to happen.
- the link failure is found to originate from a severe impulse event, then information characterizing the link failure can be recorded, for example the time/day of link failure can be recorded to provide statistical information about the times, days when such events are most likely to happen.
- Information characterizing the link failure may be recorded, for example, the time/day of link failure may be recorded to provide statistical information about the times, days when such events are most likely to happen.
- the difference in the noise before and after the link failure can be stored and provides valuable information for reconfiguring the link to mitigate the effects of such noise changes.
- the difference effectively reveals the power over different frequencies (power spectral density, PSD) of the noise source that causes the noise change. If such a difference is computed for multiple link failure events, an average can be computed to provide better reliability.
- quantities such as the differences in the bit distributions can be used.
- channel performance monitoring parameters and/ or line performance monitoring parameters are obtained as described above with reference to Figures 3A and 3B.
- a distribution of these quantities over time is evaluated.
- Higher-layer parameters may also be obtained for applications such as IPTV or other video stream delivery.
- a list of such parameters is provided in the DSL Forum document WT-135 Revision 4, which is well known to those skilled in the art.
- Link quality levels are determined from evaluation of such distributions.
- link quality is declared to be acceptable, if all of the following conditions hold:
- the link quality is declared to be unacceptable in all other cases.
- a method to perform such characterization is to observe the code violation (CV) counters.
- CV code violation
- Large values for the CV counters over a significant percentage of time indicate that die impulse noise event duration is long, and that the impulse noise can be classified as persistent or repetitive.
- An example criterion for declaring repetitive impulse noise is to satisfy at least one of the conditions below:
- CV and FEC are advantageous, because they have a finer granularity compared to counts of seconds. Any conditions derived from parameters such as die above may also incorporate performance parameters such as data rate and margin.
- more detailed information about die impulse noise may be provided by the DSL systems.
- information may include:
- dien die noise is classified as intermittent impulse noise.
- the impulse noise may be characterized by examining information about network layers higher than the DSL physical layer.
- information may include:
- the impulse noise may then be characterized as repetitive if all of the conditions below are satisfied:
- next step 480 after declaring the cause of the poor link quality as repetitive impulse noise, further analysis may be performed.
- Information characterizing die failure may be recorded, for example die time/ day of poor quality can be recorded to provide statistical information about the times, days when such events are most likely to happen. This can be achieved for example by recording the intervals when CV or some other channel/line performance monitoring parameter exceeds a certain threshold.
- the impulse noise event duration can be also estimated by using channel or line performance monitoring parameters and recording the length of time over which these parameters exceed a certain threshold.
- the impulse noise width and period may also be estimated, if the intervals for measuring performance monitoring parameters are made short enough to be in the order of microseconds. Even if such short intervals are not possible, the repetitive impulse noise can still be approximately characterized based on the performance monitoring parameters. For example, the repetitive impulse noise may be characterized as level 1 , if
- repetitive impulse noise can have an effect on the average noise experienced by a DSL receiver. If noise measurements are performed before an impulse noise event starts, and while an impulse noise event is in progress, then these noise measurements may be substantially different. (The same effect can be noticed by performing SNR margin measurements.) By recording the frequencies over which the noise is substantially different, one can identify the frequencies with the highest susceptibility to repetitive impulse noise. Methods taking advantage of such knowledge are discussed in more detail below.
- intermittent impulse noise is declared the cause of the poor link quality
- Information characterizing the link failure can be recorded, for example the time/day of poor quality can be recorded to provide statistical information about the times, or days when such events are most likely to happen. This can be achieved for example by recording the intervals when CV or some other channel/line performance monitoring parameter exceeds a certain threshold.
- the impulse noise event duration, impulse noise width and impulse noise period may also be estimated using methods similar to those for repetitive impulse noise. Note that the noise characterization does not need to be unique in its declaration of the cause. For example, it may be determined that both link stability and link quality is poor, with abrupt noise changes contributing to link instability, and intermittent impulse noise contributing to the poor link quality. In such cases, an embodiment of the invention may implement the steps following steps 420 and 470, either sequentially or in parallel.
- noise mitigation actions depend on the results of noise characterization 605 as outlined in the above discussion.
- noise mitigation is accomplished by DSL link reconfiguration as shown in Figures 3A and 3B. Multiple rounds of data collection and link reconfiguration may be performed to achieve suitable noise mitigation.
- a list of parameters that may be controlled includes:
- stationary noise 610 is determined to be the cause of link instability, then at 615 one or more particular reconfigurations of the DSL link according to embodiments of the invention may mitigate the problem.
- Stationary noise analysis produces an estimate of the change of noise before and after a link failure. Estimates of the power spectral density of the new noise may provide extra protection to the affected frequencies, and to prevent a link failure when such a noise change is repeated.
- Additional SNR margin may be provisioned for the DSL link, so that the noise change does not cause a drop of the SNR margin to negative values. This can be achieved by either reducing the maximum data rate of the DSL link, or by requiring a larger TARSNRM (target SNR margin).
- the frequencies that are most affected by the abrupt noise change may be disabled. This can be achieved by either using CARMASK (carrier mask), or PSDMASK (PSD mask) to make sure that those frequencies are not loaded with any bits. Thus, an abrupt noise change will have a smaller effect on the DSL link.
- the frequencies that are most affected by the abrupt noise change may be provided with additional margin. This can be achieved by appropriately programming the configuration parameters to assure that those frequencies have more margin compared to other frequencies, e.g. by using a tone-dependent TARSNRM[n] parameter as described in the standards contribution T1E1.4/1992- 203 by John M. Cioffi of Amati Communications. Another very effective approach is to use a tone-dependent bit-cap (BCAP[n]) to prevent the affected frequencies from being loaded with too many bits, and thus assuring the extra protection. 4. A novel approach towards providing additional protection is to use a tone- dependent MAXSNRM [n] parameter, or maximum SNR margin.
- This approach allows systems characterized by excess margin to perform power cutback such that certain tones are allowed more protection against noise than others. For example, tones where abrupt noise changes are observed to have an impact may be allowed a MAXSNRM of 2OdB, while tones with no such impact may be allowed a MAXSNRM of only 6dB.
- This practice combines the benefit of having a MAXSNRM setting, forcing power reduction in cases of connections with excess margin, with the benefit of giving preferential treatment to certain frequencies so that they can more effectively cope with abrupt noise change.
- Another novel approach towards offering better protection for those tones experiencing abrupt noise changes is to mark such tones so that the bit-swapping behavior is more conservative for such tones.
- marked tones are prevented from increasing their number of loaded bits using bit-swapping. Such a measure assures that time-varying noise can only make those tones decrease their number of loaded bits. Thus, some temporary improvement in the noise conditions after initialization does not result in a higher number of bits for those tones where noise may later be abruptly increased and possibly cause an undesired line failure.
- marked tones may be prevented from increasing their number of loaded bits using bit-swapping, only after they reach a certain number of loaded bits.
- This approach can be viewed as a variation of BCAP[n], with the significant difference being that the "bit cap” constraint applies to the operation during SHOWTIME, and does not necessarily apply for the loading algorithm during initialization.
- one or more particular steps 625 may mitigate the problem.
- Severe noise impulses causing such link instability are typically characterized by impulse noise signals with voltages strong enough to cause the DSL modem surge protection circuitry to be activated. During that time, the received signal is seriously corrupted, and logic may be activated to initiate a retrain.
- the triggering of a retrain can be based on criteria such as loss-of-margin (LOM) indications, an excessive number of code violations within a short period of time, and others.
- LOM loss-of-margin
- a possible mitigation strategy is to adjust the trigger conditions for retrain, so that when a severe noise impulse is observed, a retrain is not immediately initiated. If there is knowledge of severe noise impulses affecting a link, then making the retrain conditions more stringent will make retrain events more rare. A DSL. system may then be able to recover from such severe noise impulses while remaining in Showtime, and using Showtime adaptation techniques. Examples of adjusting such trigger conditions follow:
- These trigger conditions may also relate to an SOS event.
- the corresponding DSL modems may use the SOS protocol to negotiate a substantial reduction of the data rate. This approach can be considerably faster compared to the process of a complete retrain, which leads to no or minimal interruption to the DSL service.
- the conditions for triggering such an SOS event can be similar to those described above for retrains, such as loss-of-margin indications, excessive counts of code violations widiin a period of time, excessive counts of decoder errors within a period of time, etc.
- Knowing or having an estimate of die impulse noise width and period can aid with properly configuring die DSL link to provide adequate impulse noise protection.
- the estimate of the impulse noise widdi is useful for choosing die parameter of minimum impulse noise protection. Specifically, die minimum impulse noise protection must be chosen to be at least as long as die estimated impulse noise width.
- the codeword span must be shorter than the estimated impulse noise period. The codeword span can be approximated by the interleaver delay quantity.
- dien die minimum impulse noise protection must be furdier increased, so that die RS code can cope widi multiple impulse noise occurrences widiin die codeword span.
- diere exist configuration parameters for retransmission, such as minimum impulse noise protection, maximum delay, minimum inter-arrival time, and minimum RS overhead.
- configuration parameters may be programmed as follows:
- Certain DSL modems may employ simultaneously re-transmission modules and modules implementing Forward-Error-Correction (FEC, e.g. RS encoding/decoding) and interleaving.
- FEC Forward-Error-Correction
- the configuration parameters may include parameters related to both the re-transmission module, and to the FEC and interleaving modules.
- FEC Forward-Error-Correction
- the estimated impulse noise period is relatively short compared to the duration of a DMT symbol, then this indicates that the impulse noise is persistent, and that retransmission schemes used alone may be incapable of providing proper protection. If impulse noise affects a large number of consecutive DMT symbols, then attempts to retransmit those symbols will result in further failures, and may eventually cause retransmission buffers to overflow. On the other hand, if RS coding can correct for the errorcd bytes in the consecutive DMT symbols, then the combination of retransmission with RS coding will lead to error-free transmission. In such cases, a selection of the configuration parameters as indicated above would be most beneficial.
- the configuration parameter for minimum impulse noise refers to protection offered at the input point of the RS decoder (or of the re-transmission module), and not at the tip-to- ring point of the modem.
- An impulse of a certain length at tip-to-ring may spread and have a larger width after undergoing receiver processing. It is also noted that practical designs have limitations on die possible choices for minimum impulse noise protection, maximum delay, and data rate. Such limitations can be taken into account when configuring die DSL link.
- An additional technique for reducing the impact of intermittent impulse noise is to adjust the bit loading on those tones which are known or suspected to be strongly affected by such noise.
- Example methods are here outlined: 1. Use BCAP[n] to force tones to load with a smaller number of bits. Such programming of BCAP[n] reduces the number of tones with a large number of bits and possibly increases the number of tones with a smaller number of bits. This has the effect of increasing impulse noise immunity, especially when impulse noise is the result of receiver clipping. Assuming that impulse noise has approximately the same strength on those tones which are affected (as is the case with receiver clipping), then tones loaded with a small number of bits have improved immunity, compared to tones loaded with a large number of bits. Thus, by not allowing tones to be loaded with a large number of bits, the overall impulse noise immunity is improved.
- RS encoding adds a certain number of "parity" bytes to a number of "payload” bytes to form an RS codeword.
- the number of bytes in error that can be corrected per RS codeword is generally equal to one half the number of parity bytes.
- the error correction capability is doubled and becomes equal to the number of parity bytes. In this latter case, it is said that "erasure" decoding is performed.
- a challenge in implementing receivers with erasure decoders is the need to have information about the location of the bytes in error, or the erasures.
- knowledge of the tones where impulse noise has the strongest effect is valuable for erasure decoding.
- a reliable erasure forecasting process can be constructed which can identify the locations of die bytes widiin a RS codeword mat have high probability of being corrupted by impulse noise. This is illustrated in Figure 7.
- repetitive impulse noise events 650 are determined to be the cause of line instability, dien at step 655, a certain DSL reconfiguration can help with die mitigation of this effect.
- Widi repetitive impulse noise the averaged receiver noise (or equivalendy die measured margins, or measured SNR levels) is affected by die impulses. This effect can be advantageously .used during noise characterization to more accurately identify the frequencies where impulse noise has the strongest effect.
- Example mediods are next outlined:
- BCAP[n] BITS[n] - 2, for diose values of n corresponding to affected frequencies. BITS[n] is die bit distribution previously obtained.
- FIG. 8 illustrates a typical computer system diat can be used by a user and/or controller in accordance with one or more embodiments of die invention.
- the computer system 800 includes any number of processors 802 (also referred to as central processing units, or CPUs) diat are coupled to storage devices including primary storage 806 (typically a random access memory, or RAM), primary storage 804 (typically a read only memory, or ROM).
- primary storage 804 acts to transfer data and instructions uni-direcdonally to the CPU and primary storage 806 is used typically to transfer data and instructions in a bi-directional manner.
- Both of diese primary storage devices may include any suitable of the computer-readable media described above.
- a mass storage device 808 also is coupled bi-directionally to CPU 802 and provides additional data storage capacity and may include any of the computer-readable media described above.
- the mass storage device 808 may be used to store programs, data and the like and is typically a secondary storage medium such as a hard disk that is slower than primary storage. It ⁇ vill be appreciated that the information retained within the mass storage device 808, may, in appropriate cases, be incorporated in standard fashion as part of primary storage 806 as virtual memory.
- a specific mass storage device such as a CD-ROM 814 may also pass data uni-dkectionally to the CPU.
- CPU 802 also is coupled to an interface 810 mat includes one or more input/output devices such as such as video monitors, track balls, mice, keyboards, microphones, touch- sensitive displays, transducer card readers, magnetic or paper tape readers, tablets, styluses, voice or handwriting recognizers, or other well-known input devices such as, of course, other computers.
- CPU 802 optionally may be coupled to a computer or telecommunications network using a network connection as shown generally at 812. With such a network connection, it is contemplated diat the CPU might receive information from die network, or might output information to the network in die course of performing the above-described mediod steps.
- the above-described devices and materials will be familiar to those of skill in die computer hardware and software arts.
- the hardware elements described above may define multiple software modules for performing the operations of diis invention.
- instructions for running a codeword composition controller may be stored on mass storage device 808 or 814 and executed on CPU 802 in conjunction widi primary memory 806.
- the controller is divided into software submodules.
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- Environmental & Geological Engineering (AREA)
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- Maintenance And Management Of Digital Transmission (AREA)
- Telephonic Communication Services (AREA)
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Abstract
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Priority Applications (6)
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US12/375,216 US8428225B2 (en) | 2006-07-31 | 2007-07-31 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
JP2009522833A JP5179495B2 (en) | 2006-07-31 | 2007-07-31 | Method and apparatus for analyzing and reducing noise in digital subscriber lines |
EP07810931.1A EP2055086B1 (en) | 2006-07-31 | 2007-07-31 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
CN2007800285112A CN101785202B (en) | 2006-07-31 | 2007-07-31 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
US13/848,668 US20130230084A1 (en) | 2006-07-31 | 2013-03-21 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
US14/162,133 US9391744B2 (en) | 2006-07-31 | 2014-01-23 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
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US13/848,668 Division US20130230084A1 (en) | 2006-07-31 | 2013-03-21 | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
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Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2004072737A2 (en) | 2003-02-14 | 2004-08-26 | Paul Scherrer Institut | Method for generating a circular periodic structure on a basic support material |
WO2010060086A1 (en) | 2008-11-24 | 2010-05-27 | Aware, Inc. | Detecting faults affecting communications links |
JP2012502560A (en) * | 2008-09-07 | 2012-01-26 | イカノス テクノロジー リミテッド | Systems and methods for impulse noise characterization |
US20120134397A1 (en) * | 2009-07-01 | 2012-05-31 | John Cioffi | Method and apparatus for dsl performance enhancement in a dsl network |
WO2012128676A1 (en) | 2011-03-18 | 2012-09-27 | Telefonaktiebolaget L M Ericsson (Publ) | Method and arrangement for supporting transmission over digital subscriber lines |
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US8363789B2 (en) | 2010-12-15 | 2013-01-29 | At&T Intellectual Property I, L.P. | Apparatus, methods, and articles of manufacture to predict vectored digital subscriber line (DSL) performance gains |
US8428225B2 (en) | 2006-07-31 | 2013-04-23 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
WO2015041699A1 (en) * | 2013-09-23 | 2015-03-26 | Adaptive Spectrum And Signal Alignment, Inc. | Apparatus, systems and methods for implementing impulse noise mitigation via soft switching |
US9369232B2 (en) | 2012-05-07 | 2016-06-14 | Adaptive Spectrum And Signal Alignment, Inc. | Apparatus, systems and methods for impulse noise detection and mitigation |
US9490872B2 (en) | 2008-07-01 | 2016-11-08 | Ikanos Communications, Inc. | Reduced memory vectored DSL |
Families Citing this family (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101729094B (en) * | 2008-10-31 | 2013-04-17 | 华为技术有限公司 | Uplink power decreasing method, device and system in digital subscriber lines |
US8488663B2 (en) | 2009-09-23 | 2013-07-16 | Maxlinear, Inc. | Impulse noise mitigation under out-of-band interference conditions |
US20110134983A1 (en) * | 2009-12-07 | 2011-06-09 | Arvind Ramdas Mallya | Methods, apparatus and articles of manufacture to limit data rates of digital subscriber lines |
EP2383899B1 (en) * | 2010-04-30 | 2013-03-06 | Alcatel Lucent | A method for determining a noise level on a data transmission line, and associated devices |
US8989239B2 (en) * | 2010-05-10 | 2015-03-24 | Ikanos Communications, Inc. | Systems and methods for retransmission with on-line reconfiguration |
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US10128905B2 (en) * | 2012-06-26 | 2018-11-13 | Alarm.Com Incorporated | Method and system for impulsive noise classification and mitigation |
US8843169B2 (en) * | 2012-08-06 | 2014-09-23 | Microsoft Corporation | Signal-aware data transfer in cellular networks |
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JP6235027B2 (en) | 2012-10-17 | 2017-11-22 | イカノス・コミュニケーションズ・インコーポレイテッドIkanos Communications,Inc. | Method and apparatus for sensing noise signals in a wireline communication environment |
WO2014125736A1 (en) * | 2013-02-14 | 2014-08-21 | ソニー株式会社 | Speech recognition device, speech recognition method and program |
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US9584395B1 (en) * | 2013-11-13 | 2017-02-28 | Netflix, Inc. | Adaptive metric collection, storage, and alert thresholds |
TW201613298A (en) * | 2014-09-26 | 2016-04-01 | Chunghwa Telecom Co Ltd | Impulse Noise management device and method |
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US10425285B2 (en) * | 2015-05-21 | 2019-09-24 | Centurylink Intellectual Property Llc | Automatic noise profile generation |
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US10348410B1 (en) * | 2018-04-24 | 2019-07-09 | Ciena Corporation | Adaptive optical modem configuration based on operating conditions |
MX2021010202A (en) | 2019-02-24 | 2021-09-21 | Promptlink Communications Inc | Noise detection and localization. |
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MX2022005590A (en) * | 2019-11-07 | 2022-08-22 | Federated Wireless Inc | Systems and methods for determining channel availability by an automated frequency coordination system. |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2006041663A2 (en) | 2004-10-05 | 2006-04-20 | Sbc Knowledge Ventures, L.P. | System and method for optimizing digital subscriber line based services |
Family Cites Families (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4679227A (en) * | 1985-05-20 | 1987-07-07 | Telebit Corporation | Ensemble modem structure for imperfect transmission media |
US5361294A (en) * | 1992-12-23 | 1994-11-01 | Motorola, Inc. | Method and apparatus for noise quieting during resynchronization of a digital communication system |
US7287096B2 (en) * | 2001-05-19 | 2007-10-23 | Texas Instruments Incorporated | Method for robust, flexible reconfiguration of transceive parameters for communication systems |
JP3567458B2 (en) * | 2001-07-09 | 2004-09-22 | 日本電気株式会社 | xDSL transmission rate measuring device |
EP1349355A1 (en) * | 2002-03-28 | 2003-10-01 | BRITISH TELECOMMUNICATIONS public limited company | Fault detection method and apparatus for telephone lines |
JP2003338878A (en) * | 2002-05-22 | 2003-11-28 | Nec Corp | Communication system, multiplexer included therein, and method and program for testing line transmission characteristic |
US7106833B2 (en) * | 2002-11-19 | 2006-09-12 | Telcordia Technologies, Inc. | Automated system and method for management of digital subscriber lines |
EP1515532A1 (en) * | 2003-09-12 | 2005-03-16 | Alcatel | Method, transmitter and receiver for data signal quality control |
US7443916B2 (en) * | 2003-11-24 | 2008-10-28 | 2Wire, Inc. | Method and apparatus for communication in the presence of impulse noise |
US7302379B2 (en) * | 2003-12-07 | 2007-11-27 | Adaptive Spectrum And Signal Alignment, Inc. | DSL system estimation and parameter recommendation |
WO2005086405A2 (en) * | 2004-03-03 | 2005-09-15 | Aware, Inc. | Impulse noise management |
US7593494B1 (en) * | 2004-09-23 | 2009-09-22 | Adtran, Inc. | System and method for canceling impulse noise |
JP2007329849A (en) * | 2006-06-09 | 2007-12-20 | Nec Corp | Transmission output controller, control method, and control program, and multicarrier transmission system |
US8428225B2 (en) | 2006-07-31 | 2013-04-23 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
-
2007
- 2007-07-31 US US12/375,216 patent/US8428225B2/en active Active
- 2007-07-31 JP JP2009522833A patent/JP5179495B2/en not_active Expired - Fee Related
- 2007-07-31 WO PCT/US2007/017077 patent/WO2008016585A2/en active Application Filing
- 2007-07-31 EP EP07810931.1A patent/EP2055086B1/en active Active
- 2007-07-31 CN CN2013101416310A patent/CN103312536A/en active Pending
- 2007-07-31 CN CN2007800285112A patent/CN101785202B/en not_active Expired - Fee Related
-
2013
- 2013-03-21 US US13/848,668 patent/US20130230084A1/en not_active Abandoned
-
2014
- 2014-01-23 US US14/162,133 patent/US9391744B2/en active Active
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2006041663A2 (en) | 2004-10-05 | 2006-04-20 | Sbc Knowledge Ventures, L.P. | System and method for optimizing digital subscriber line based services |
Cited By (22)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2004072737A2 (en) | 2003-02-14 | 2004-08-26 | Paul Scherrer Institut | Method for generating a circular periodic structure on a basic support material |
US9391744B2 (en) | 2006-07-31 | 2016-07-12 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
US8428225B2 (en) | 2006-07-31 | 2013-04-23 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for analyzing and mitigating noise in a digital subscriber line |
US9490872B2 (en) | 2008-07-01 | 2016-11-08 | Ikanos Communications, Inc. | Reduced memory vectored DSL |
JP2012502560A (en) * | 2008-09-07 | 2012-01-26 | イカノス テクノロジー リミテッド | Systems and methods for impulse noise characterization |
US8743938B2 (en) | 2008-11-24 | 2014-06-03 | Aware, Inc. | Detecting faults affecting communications links |
WO2010060086A1 (en) | 2008-11-24 | 2010-05-27 | Aware, Inc. | Detecting faults affecting communications links |
US8611405B2 (en) | 2008-11-24 | 2013-12-17 | Aware, Inc. | Detecting faults affecting communications links |
US9054794B2 (en) | 2008-11-24 | 2015-06-09 | Broadcom Corporation | Detecting faults affecting communications links |
US20120134397A1 (en) * | 2009-07-01 | 2012-05-31 | John Cioffi | Method and apparatus for dsl performance enhancement in a dsl network |
US10050725B2 (en) | 2009-07-01 | 2018-08-14 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for DSL performance enhancement in a DSL network |
US9241077B2 (en) * | 2009-07-01 | 2016-01-19 | Adaptive Spectrum And Signal Alignment, Inc. | Method and apparatus for DSL performance enhancement in a DSL network |
CN102714678A (en) * | 2009-11-25 | 2012-10-03 | 适应性频谱和信号校正股份有限公司 | Method and apparatus for detection of wiring defects in a digital subscriber line |
US9106735B2 (en) * | 2009-11-25 | 2015-08-11 | Adaptive Spectrum And Signal Alignment, Inc. | Detection of wiring defects |
JP2013512616A (en) * | 2009-11-25 | 2013-04-11 | アダプティブ スペクトラム アンド シグナル アラインメント インコーポレイテッド | Method and apparatus for detecting wiring failures in digital subscriber lines |
EP2504984A4 (en) * | 2009-11-25 | 2016-08-03 | Adaptive Spectrum & Signal | Method and apparatus for detection of wiring defects in a digital subscriber line |
US20130022178A1 (en) * | 2009-11-25 | 2013-01-24 | Wonjong Rhee | Detection of wiring defects |
US8649484B2 (en) | 2010-12-15 | 2014-02-11 | At&T Intellectual Property I, L.P. | Apparatus, methods, and articles of manufacture to predict vectored digital subscriber line (DSL) performance gains |
US8363789B2 (en) | 2010-12-15 | 2013-01-29 | At&T Intellectual Property I, L.P. | Apparatus, methods, and articles of manufacture to predict vectored digital subscriber line (DSL) performance gains |
WO2012128676A1 (en) | 2011-03-18 | 2012-09-27 | Telefonaktiebolaget L M Ericsson (Publ) | Method and arrangement for supporting transmission over digital subscriber lines |
US9369232B2 (en) | 2012-05-07 | 2016-06-14 | Adaptive Spectrum And Signal Alignment, Inc. | Apparatus, systems and methods for impulse noise detection and mitigation |
WO2015041699A1 (en) * | 2013-09-23 | 2015-03-26 | Adaptive Spectrum And Signal Alignment, Inc. | Apparatus, systems and methods for implementing impulse noise mitigation via soft switching |
Also Published As
Publication number | Publication date |
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JP5179495B2 (en) | 2013-04-10 |
US20090323903A1 (en) | 2009-12-31 |
WO2008016585A3 (en) | 2010-04-29 |
US9391744B2 (en) | 2016-07-12 |
CN103312536A (en) | 2013-09-18 |
US8428225B2 (en) | 2013-04-23 |
EP2055086B1 (en) | 2017-10-18 |
US20140133539A1 (en) | 2014-05-15 |
EP2055086A2 (en) | 2009-05-06 |
CN101785202A (en) | 2010-07-21 |
JP2010505288A (en) | 2010-02-18 |
CN101785202B (en) | 2013-05-22 |
US20130230084A1 (en) | 2013-09-05 |
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