WO2010060086A1 - Detecting faults affecting communications links - Google Patents

Detecting faults affecting communications links Download PDF

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Publication number
WO2010060086A1
WO2010060086A1 PCT/US2009/065740 US2009065740W WO2010060086A1 WO 2010060086 A1 WO2010060086 A1 WO 2010060086A1 US 2009065740 W US2009065740 W US 2009065740W WO 2010060086 A1 WO2010060086 A1 WO 2010060086A1
Authority
WO
WIPO (PCT)
Prior art keywords
measured
snr
faults
fault
noise
Prior art date
Application number
PCT/US2009/065740
Other languages
English (en)
French (fr)
Inventor
Christopher Cunningham
Jianming Zhu
Original Assignee
Aware, Inc.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Aware, Inc. filed Critical Aware, Inc.
Priority to EP09760432.6A priority Critical patent/EP2366235B1/de
Priority to CA2744040A priority patent/CA2744040A1/en
Priority to US13/128,049 priority patent/US8611405B2/en
Publication of WO2010060086A1 publication Critical patent/WO2010060086A1/en
Priority to HK11111773.7A priority patent/HK1157532A1/xx
Priority to US14/092,484 priority patent/US8743938B2/en
Priority to US14/286,710 priority patent/US9054794B2/en

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • H04B17/336Signal-to-interference ratio [SIR] or carrier-to-interference ratio [CIR]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B3/00Line transmission systems
    • H04B3/02Details
    • H04B3/46Monitoring; Testing
    • H04B3/48Testing attenuation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0631Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06Management of faults, events, alarms or notifications
    • H04L41/0677Localisation of faults
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/08Indicating faults in circuits or apparatus
    • H04M3/085Fault locating arrangements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/22Arrangements for supervision, monitoring or testing
    • H04M3/26Arrangements for supervision, monitoring or testing with means for applying test signals or for measuring
    • H04M3/28Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor
    • H04M3/30Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop
    • H04M3/302Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop using modulation techniques for copper pairs
    • H04M3/304Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop using modulation techniques for copper pairs and using xDSL modems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M3/00Automatic or semi-automatic exchanges
    • H04M3/22Arrangements for supervision, monitoring or testing
    • H04M3/26Arrangements for supervision, monitoring or testing with means for applying test signals or for measuring
    • H04M3/28Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor
    • H04M3/30Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop
    • H04M3/305Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop testing of physical copper line parameters, e.g. capacitance or resistance
    • H04M3/306Automatic routine testing ; Fault testing; Installation testing; Test methods, test equipment or test arrangements therefor for subscriber's lines, for the local loop testing of physical copper line parameters, e.g. capacitance or resistance for frequencies above the voice frequency, e.g. xDSL line qualification
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2854Wide area networks, e.g. public data networks
    • H04L12/2856Access arrangements, e.g. Internet access
    • H04L12/2869Operational details of access network equipments
    • H04L12/2898Subscriber equipments
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/64Hybrid switching systems
    • H04L12/6418Hybrid transport
    • H04L2012/6478Digital subscriber line, e.g. DSL, ADSL, HDSL, XDSL, VDSL
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M2201/00Electronic components, circuits, software, systems or apparatus used in telephone systems
    • H04M2201/12Counting circuits

Definitions

  • One exemplary purpose of certain embodiments of this invention is to detect the presence of one or more faults that affect DSL communications, and upon their detection, generate, for example, a message that recommends corrective action.
  • a fault is one or more unfiltered devices, impulsive noises, malfunctioning modems, or something else that does not affect measured attenuation or measured noise but does affect the signal-to-noise ratio of the link.
  • DSL Digital Subscriber Line
  • Another exemplary purpose of this invention is to estimate the rate impact of the detected fault.
  • One aspect of the invention is to detect the presence of one or more faults that affect DSL communications, and upon their detection, generate, for example, an indication, communication or message that recommends corrective action.
  • a fault is generally caused by one or more unfiltered devices, impulsive noises, malfunctioning modems, any non-linearity on the line, any noise source that is not present when the SNR is measured, or any or other factor that does not affect measured attenuation or measured noise, but does affect the signal-to-noise ratio (SNR) of the link.
  • SNR signal-to-noise ratio
  • Additional aspects of the invention relate to multi-carrier communications links, such as discrete multi-tone (DMT).
  • DMT discrete multi-tone
  • One exemplary method may use standard- compliant links (i.e., as specified in published DSL standards such as ITU-T G.992.3/5 and G.993.2, which are incorporated herein by reference in their entirety), but it is not restricted to standard compliant links.
  • Other embodiments of this invention can apply to single-carrier communications links.
  • the individual carriers used for the link will be referred to as "subchannels.”
  • subchannels For a multi-carrier communications system, there will be multiple subchannels, whereas for a single-carrier communications system there would be only one subchannel.
  • each link is full duplex, including both an upstream (US) direction and a downstream (DS) direction.
  • US upstream
  • DS downstream
  • a power spectral density (PSD) is transmitted in both directions during a communications link.
  • SNRs signal-to-noise ratios
  • ITU DSL standards ADSL2/2+, VDSL2, G.inp, etc.
  • MIB Management Interface
  • Showtime which is term used to denote the steady-state data transmission mode for DSL.
  • a management interface e.g. MIB
  • the measured per-subchannel SNRs, measured per-subchannel HLOG, measured per- subchannel QLN, and information describing the link such as transmit PSD, DSL standard and link parameters.
  • ModeledSNR (TxPSD * HLOG) / (QLN + IntrinsicNoise), where TxPSD, HLOG, and QLN are each understood to be given on a per-subchannel basis, and IntrinsicNoise is a per-subchannel noise model that encapsulates the noise arising from the modems (e.g., thermal noise floors) and signal propagation and processing (e.g., intersymbol interference, echo, and quantization effects).
  • modems e.g., thermal noise floors
  • signal propagation and processing e.g., intersymbol interference, echo, and quantization effects
  • IntrinsicNoise is generally dependent upon HLOG, QLN, and the modem types. It can be characterized in advance of the system being deployed and pre- stored for use when the system is operational.
  • One exemplary brute-force approach to implementing the intrinsic noise model is simply to construct a lookup table for each condition that could be encountered in the field.
  • one or more models can be constructed to approximate the behavior of IntrinsicNoise for different combinations of conditions.
  • a simple approximate model of the intrinsic noise such as white noise, may be used in some cases. The effects of intrinsic noise may be neglected if they are insignificant relative to the QLN.
  • pre-stored correction factors may need to be applied to the
  • MeasuredSNR / ModeledSNR ⁇ SNRThreshold is some reasonable ratio that allows for modeling and measurement errors to occur without a tolerable rate of false fault detections and missed fault detections.
  • FaultAttenuation MeasuredSNR / ModeledSNR, which can be compared directly with SNRThreshold. Therefore, FaultAttenuation analysis is equivalent to comparing the modeled and measured SNRs.
  • the analysis may be performed by estimating the noise amplification apparently attributable to the fault (denoted NoiseAmplification), which can be inferred from the SNR values by assuming knowledge of the noise values, transmitted PSD, and the received signal.
  • denoted NoiseAmplification the noise amplification apparently attributable to the fault
  • an exemplary method would replace steps 3 and 4 above with the following steps:
  • NoiseAmplification ⁇ NoiseAmplificationThreshold, where NoiseAmplificationThreshold is some reasonable differential that allows for modeling and measurement errors to occur without a tolerable rate of false fault detections and missed fault detections.
  • NoiseAmplification ModeledSNR / MeasuredSNR, which can be compared with 1/SNRThreshold. Therefore, NoiseAmplification analysis is equivalent to comparing the modeled and measured SNRs.
  • a confidence metric can be formulated that quantifies the extent to which it is known that a fault is present on the line. This can be formulated in terms of a probability given the information that is known, or some other metric that is informative to the user. [0028] Note that the proposed method can be used as a form of "domain location,” which is to say that it narrows down the probability that a particular problem occurs within some part of the network (e.g., inside the customer premises, inside the central office, or in the cables in the field). Given that a fault is detected, the probability that the fault occurs in a specific domain can be conditioned on information about the prevalence of unfiltered devices, impulse noise, malfunctioning hardware, etc.
  • a module capable of detecting the presence of a fault by comparing the modeled SNR with the measured SNR for a given link, wherein the modeled SNR is derived from one or more of the measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior, and the measured SNR is reported by a modem.
  • a method for detecting the presence of a fault comprising: comparing the modeled SNR with the measured SNR for a given link, wherein the modeled SNR is derived from one or more of the measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior, and the measured SNR is reported by a modem.
  • a computer-readable information storage media having stored thereon instructions that, if executed, cause comparing of a modeled SNR with a measured SNR for a given link, wherein the modeled SNR is derived from one or more of the measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior, and the measured SNR is reported by a modem.
  • a method of detecting the presence of a fault comprising: comparing the modeled data rate with the measured data rate for a given link, wherein the modeled data rate is derived from one or more of the measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior, and the measured data rate is reported by a modem.
  • a computer-readable information storage media having stored thereon instructions that, if executed, cause comparing of a modeled data rate with a measured data rate for a given link, wherein the modeled data rate is derived from one or more of the measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior, and the measured data rate is reported by the modem.
  • a method of detecting the presence of a fault comprising: determining the significance of the additive noise apparently attributable to the fault relative to the other known noises, wherein the apparent fault noise is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • a computer-readable information storage media having stored thereon instructions that, if executed, cause determining of the significance of the additive noise apparently attributable to the fault relative to the other known noises, wherein the apparent fault noise is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior. 15. Aspect 12 or 13 orl4, wherein the apparent fault noise is derived from one or more of an SNR measurement, attenuation measurement, a noise measurement, knowledge about the link parameters such as transmitted PSD, and the behavior of the modems.
  • a module capable of detecting the presence of a fault by determining the significance of the attenuation apparently attributable to the fault, wherein the apparent fault attenuation is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • a method of detecting the presence of a fault comprising: determining the significance of the attenuation apparently attributable to the fault, wherein the apparent fault attenuation is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • a computer-readable information storage media having stored thereon instructions that, if executed, cause determining of the significance of the attenuation apparently attributable to the fault, wherein the apparent fault attenuation is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • a method of detecting the presence of a fault comprising: determining the significance of the noise emphasis apparently attributable to the fault, wherein the apparent fault noise emphasis is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • a computer-readable information storage media having stored thereon instructions that, if executed, cause the determining of the significance of the noise emphasis apparently attributable to the fault, wherein the apparent fault noise emphasis is derived from one or more of the measured SNR, measured HLOG, measured QLN, transmit PSD, DSL standard, link parameters, and known modem behavior.
  • One exemplary embodiment of the proposed method can utilize standard compliant data collection. This includes ITU and ANSI DSL standards. Because it is possible (although not necessary) to utilize standard-compliant DSL links to acquire the data rather than relying on a proprietary implementation that might not be implemented on some modems, more modems can utilize the proposed method because the vast majority of DSL modems are effectively standard compliant.
  • One exemplary embodiment of the proposed method can utilize standard compliant sending of data from the far-end modem to the central office, which enables data collection to be initiated and results made available remotely (e.g., from a central office far from the CPE modem and unfiltered devices) without requiring a commutations channel other than the DSL link itself used to perform the measurement.
  • FIG. IA illustrates an exemplary communications system according to this invention
  • Fig. IB illustrates a second exemplary communications system that includes a diagnostic interface according to this invention
  • FIG. 2 illustrates an exemplary method of detecting and correcting faults according to this invention
  • FIG. 3 illustrates an exemplary method of fault detection based on SNR according to this invention

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  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Quality & Reliability (AREA)
  • Telephonic Communication Services (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
PCT/US2009/065740 2008-11-24 2009-11-24 Detecting faults affecting communications links WO2010060086A1 (en)

Priority Applications (6)

Application Number Priority Date Filing Date Title
EP09760432.6A EP2366235B1 (de) 2008-11-24 2009-11-24 Erkennung von kommunikationsverbindungsfehlern
CA2744040A CA2744040A1 (en) 2008-11-24 2009-11-24 Detecting faults affecting communications links
US13/128,049 US8611405B2 (en) 2008-11-24 2009-11-24 Detecting faults affecting communications links
HK11111773.7A HK1157532A1 (en) 2008-11-24 2011-11-01 Detecting faults affecting communications links
US14/092,484 US8743938B2 (en) 2008-11-24 2013-11-27 Detecting faults affecting communications links
US14/286,710 US9054794B2 (en) 2008-11-24 2014-05-23 Detecting faults affecting communications links

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US20006608P 2008-11-24 2008-11-24
US61/200,066 2008-11-24

Related Child Applications (2)

Application Number Title Priority Date Filing Date
US13/128,049 A-371-Of-International US8611405B2 (en) 2008-11-24 2009-11-24 Detecting faults affecting communications links
US14/092,484 Continuation US8743938B2 (en) 2008-11-24 2013-11-27 Detecting faults affecting communications links

Publications (1)

Publication Number Publication Date
WO2010060086A1 true WO2010060086A1 (en) 2010-05-27

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PCT/US2009/065740 WO2010060086A1 (en) 2008-11-24 2009-11-24 Detecting faults affecting communications links

Country Status (5)

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US (3) US8611405B2 (de)
EP (1) EP2366235B1 (de)
CA (1) CA2744040A1 (de)
HK (1) HK1157532A1 (de)
WO (1) WO2010060086A1 (de)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104678989A (zh) * 2014-12-26 2015-06-03 北京控制工程研究所 一种噪声环境下提高故障可诊断性的状态感知优化方法
WO2016146431A1 (en) * 2015-03-17 2016-09-22 Alcatel Lucent Method for estimating a location of a bridge tap
WO2016156498A1 (en) * 2015-04-01 2016-10-06 Lantiq Beteiligungs-GmbH & Co. KG Communication devices and methods
CN106385280A (zh) * 2016-10-14 2017-02-08 上海微小卫星工程中心 用于微小卫星的高速数据管理和传输的系统及方法

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2744040A1 (en) * 2008-11-24 2010-05-27 Aware, Inc. Detecting faults affecting communications links
US8259907B2 (en) * 2008-12-12 2012-09-04 Centurylink Intellectual Property Llc System and method for assisting field communications technicians in repairing communications lines
BR112012012628A2 (pt) * 2009-11-25 2019-09-24 At&T Intelectual Property I L P método e aparelho para detectar defeitos de fiação em uma linha de assinante digital.
US9300525B2 (en) * 2010-07-02 2016-03-29 At&T Intellectual Property I, L.P. Method and system to identify a source of signal impairment
US9178765B2 (en) * 2012-07-23 2015-11-03 Maxliner, Inc. Method and system for a high capacity cable network
US10911602B2 (en) * 2014-03-31 2021-02-02 British Telecommunications Public Limited Company Data communication
EP3357224B1 (de) * 2015-09-30 2020-05-20 British Telecommunications public limited company Leitungsfehlerlokalisierung
US11140063B2 (en) * 2019-02-25 2021-10-05 Adtran, Inc. Dynamic subscriber network physical impairment detection techniques

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1349355A1 (de) 2002-03-28 2003-10-01 BRITISH TELECOMMUNICATIONS public limited company Verfahren und Vorrichtung zur Fehlererkennung für eine Fernsprechleitung
US20060098725A1 (en) * 2003-12-07 2006-05-11 Adaptive Specctrum And Signal Alignment, Inc. DSL system estimation including known DSL line scanning and bad splice detection capability
WO2007130877A2 (en) * 2006-05-01 2007-11-15 Adaptive Spectrum And Signal Alignment, Inc. Methods and apparatus to combine data from multiple sources to characterize communication systems
WO2008016585A2 (en) 2006-07-31 2008-02-07 Adaptive Spectrum And Signal Alignment, Inc. Method and apparatus for analyzing and mitigating noise in a digital subscriber line

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6289057B1 (en) * 1998-04-30 2001-09-11 Nortel Networks Limited Method and apparatus for energy detection in a modem
US6785292B1 (en) * 1999-05-28 2004-08-31 3Com Corporation Method for detecting radio frequency impairments in a data-over-cable system
WO2001052516A2 (en) * 2000-01-07 2001-07-19 Aware, Inc. Diagnostic methods and systems for multicarrier modems
CA2535460C (en) 2003-08-21 2013-10-01 Aware, Inc. Nonlinear device detection
US7302379B2 (en) 2003-12-07 2007-11-27 Adaptive Spectrum And Signal Alignment, Inc. DSL system estimation and parameter recommendation
CA2744040A1 (en) * 2008-11-24 2010-05-27 Aware, Inc. Detecting faults affecting communications links

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1349355A1 (de) 2002-03-28 2003-10-01 BRITISH TELECOMMUNICATIONS public limited company Verfahren und Vorrichtung zur Fehlererkennung für eine Fernsprechleitung
US20060098725A1 (en) * 2003-12-07 2006-05-11 Adaptive Specctrum And Signal Alignment, Inc. DSL system estimation including known DSL line scanning and bad splice detection capability
WO2007130877A2 (en) * 2006-05-01 2007-11-15 Adaptive Spectrum And Signal Alignment, Inc. Methods and apparatus to combine data from multiple sources to characterize communication systems
WO2008016585A2 (en) 2006-07-31 2008-02-07 Adaptive Spectrum And Signal Alignment, Inc. Method and apparatus for analyzing and mitigating noise in a digital subscriber line

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104678989A (zh) * 2014-12-26 2015-06-03 北京控制工程研究所 一种噪声环境下提高故障可诊断性的状态感知优化方法
WO2016146431A1 (en) * 2015-03-17 2016-09-22 Alcatel Lucent Method for estimating a location of a bridge tap
WO2016156498A1 (en) * 2015-04-01 2016-10-06 Lantiq Beteiligungs-GmbH & Co. KG Communication devices and methods
CN106385280A (zh) * 2016-10-14 2017-02-08 上海微小卫星工程中心 用于微小卫星的高速数据管理和传输的系统及方法
CN106385280B (zh) * 2016-10-14 2019-04-26 上海微小卫星工程中心 用于微小卫星的高速数据管理和传输的系统及方法

Also Published As

Publication number Publication date
US9054794B2 (en) 2015-06-09
HK1157532A1 (en) 2012-06-29
US20140269876A1 (en) 2014-09-18
US8743938B2 (en) 2014-06-03
EP2366235A1 (de) 2011-09-21
US20110292980A1 (en) 2011-12-01
EP2366235B1 (de) 2015-02-25
US20140086295A1 (en) 2014-03-27
US8611405B2 (en) 2013-12-17
CA2744040A1 (en) 2010-05-27

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