WO2004079977A2 - Optimizing multi-user detection - Google Patents
Optimizing multi-user detection Download PDFInfo
- Publication number
- WO2004079977A2 WO2004079977A2 PCT/US2004/006062 US2004006062W WO2004079977A2 WO 2004079977 A2 WO2004079977 A2 WO 2004079977A2 US 2004006062 W US2004006062 W US 2004006062W WO 2004079977 A2 WO2004079977 A2 WO 2004079977A2
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- codes
- received
- symbol estimates
- matrix
- mud
- Prior art date
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/204—Multiple access
- H04B7/216—Code division or spread-spectrum multiple access [CDMA, SSMA]
-
- 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
- H04B1/69—Spread spectrum techniques
- H04B1/707—Spread spectrum techniques using direct sequence modulation
- H04B1/7097—Interference-related aspects
- H04B1/7103—Interference-related aspects the interference being multiple access interference
- H04B1/7105—Joint detection techniques, e.g. linear detectors
- H04B1/71052—Joint detection techniques, e.g. linear detectors using decorrelation matrix
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J1/00—Circuit arrangements for dc mains or dc distribution networks
- H02J1/02—Arrangements for reducing harmonics or ripples
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02M—APPARATUS FOR CONVERSION BETWEEN AC AND AC, BETWEEN AC AND DC, OR BETWEEN DC AND DC, AND FOR USE WITH MAINS OR SIMILAR POWER SUPPLY SYSTEMS; CONVERSION OF DC OR AC INPUT POWER INTO SURGE OUTPUT POWER; CONTROL OR REGULATION THEREOF
- H02M3/00—Conversion of dc power input into dc power output
- H02M3/22—Conversion of dc power input into dc power output with intermediate conversion into ac
- H02M3/24—Conversion of dc power input into dc power output with intermediate conversion into ac by static converters
- H02M3/28—Conversion of dc power input into dc power output with intermediate conversion into ac by static converters using discharge tubes with control electrode or semiconductor devices with control electrode to produce the intermediate ac
- H02M3/325—Conversion of dc power input into dc power output with intermediate conversion into ac by static converters using discharge tubes with control electrode or semiconductor devices with control electrode to produce the intermediate ac using devices of a triode or a transistor type requiring continuous application of a control signal
- H02M3/335—Conversion of dc power input into dc power output with intermediate conversion into ac by static converters using discharge tubes with control electrode or semiconductor devices with control electrode to produce the intermediate ac using devices of a triode or a transistor type requiring continuous application of a control signal using semiconductor devices only
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B2201/00—Indexing scheme relating to details of transmission systems not covered by a single group of H04B3/00 - H04B13/00
- H04B2201/69—Orthogonal indexing scheme relating to spread spectrum techniques in general
- H04B2201/707—Orthogonal indexing scheme relating to spread spectrum techniques in general relating to direct sequence modulation
- H04B2201/70707—Efficiency-related aspects
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Definitions
- This invention generally relates to wireless communications, and more particularly, to joint detection in such systems.
- Joint detectors such as multi-user detectors (MUD) reduce the effect of multiple access interference, and hence increase the system capacity.
- a MUD cancels intra-cell interference and the system capacity is determined by the efficiency of the MUD algorithm and the intercell interference.
- MUD alleviates the near/far problem typical to direct sequence - code division multiple access (DS-CDMA) systems.
- Conventional MUD algorithms extract all codes from a system response matrix (i.e., the A-matrix), rather than those codes that have actually been received. This is a substantial waste of computation power and it increases the system delay.
- the maximum number of transmitted codes in a time slot in the time division duplex (TDD) mode of Universal Mobile Telecommunications System (UMTS) wideband - code division multiple access (W-CDMA) is 16 codes. Therefore, the A-matrix may be constructed using 16 codes. However, suppose only 8 codes were transmitted. Since the MUD algorithm computational complexity is approximately proportional to the square of the number of codes used, the doubling of codes increases the MUD complexity by a factor of 4.
- Two general MUD implementations use a zero forcing (ZF) block linear equalizer (BLE) and a minimum mean square error (MMSE) solution. ZF BLE is modeled per Equation 1.
- A is the system response matrix.
- H is the complex conjugate transpose operation
- r is the received signal vector for a particular data field
- d is the soft symbol vector.
- the soft symbol vector d is determined per Equation 2.
- MMSE is modeled per Equation 3.
- ⁇ 2 is the noise variance and I is the identity matrix.
- I is the identity matrix.
- the operation A H r is typically called a whitening matched filter
- MUD performance generally involves performing calculations which consume power that can sometimes be saved, thus providing an economical benefit. More particularly, calculations in support of blind code detection (BCD) and discontinuous transmission (DTX) involve processing that uses power and may require redundant circuitry or software.
- BCD blind code detection
- DTX discontinuous transmission
- the invention provides a method and system for determining which codes have been received in a given time slot and eliminating redundant calculations when performing MUD, BCD and/or DTX related processing.
- a method is implemented in a code division multiple access (CDMA) system or in a wireless transmit/receive unit (WTRU) that receives a plurality of data signals distinguished by codes.
- the A-matrix is constructed using a list of possible codes and channel responses associated with their codes, where the list of possible codes consists of either all possible codes based on the system design or a reduced list provided by another receiver algorithm, such as a candidate code list (CCL) provided by BCD. Based on the constructed matrix, soft symbol estimates are computed for the first N symbols of each of the possible codes.
- CCL candidate code list
- Soft symbol estimates may be based on WMF outputs, A H r . Based on the N soft symbol estimates, the identities of received codes are determined. [0021] User data is ultimately extracted from the received signal. The extraction of data may be performed using a MUD, which uses the determined identities of the received codes. The N soft symbol estimates may be passed to the MUD, avoiding what would be the recomputation of the same WMF values for the first N symbols associated with the identified received codes. [0022] Codes in the A-matrix identified as received are marked as valid. Codes in the A-matrix identified as not-received are marked as invalid. The invalid codes are not used by the MUD to extract user data.
- the identities of the received codes may be determined by code energy measurements derived from the N soft symbol estimates.
- the code energy measurements and determination of identities of received codes may be performed by receiver processes such as blind code detection (BCD) and/or end-of- DTX detection.
- Figure 1 is a block diagram of a wireless receiver system in which the present invention is implemented;
- Figure 2 illustrates WMF results for N symbols using an overbuilt A- matrix;
- Figure 3 shows the MUD WMF results
- Figure 4 shows a process for determining valid and invalid codes.
- a wireless transmit/receive unit includes but is not limited to a user equipment, mobile station, fixed or mobile subscriber unit, pager, or any other type of device capable of operating in a wireless environment.
- a base station includes but is not limited to a base station, Node-B, site controller, access point or other interfacing device in a wireless environment.
- FIG. 1 shows a preferred embodiment of a wireless receiver system
- the wireless receiver system 100 includes a channel estimation device 105, an A-matrix construction device 110, a MUD 115, a BCD device 120, a midamble cancellation device 125 and an End-of-DTX device 130.
- the BCD device 120 includes candidate code list (CCL) device 135, a code detect device 140, a code energy measurement device 145 and a WMF 150.
- CCL candidate code list
- the preferred embodiments are described using a MUD 115, BCD device 120 and an End-of- DTX device 130, the invention can be applied to alternate receiver implementations using different receiver algorithms than MUDs, such as a Rake receiver, and with or without a BCD or End-of-DTX device.
- the wireless receiver system 100 may be incorporated into an integrated circuit (IC) or be configured in a circuit comprising a multitude of interconnecting components.
- Figure 2 shows the WMF results 150 for N symbols based on the
- the "overbuilt" A-matrix 110 is constructed based on a list of M possible codes in a timeslot.
- a list of M possible codes which is a subset of an a priori known list of codes, is provided by the CCL device 135 within the BCD device 120.
- the list of M possible codes can be provided by other algorithms or may be a priori known based on the system design.
- a possible implementation is described in U.S. patent application Serial No. 10/396,992, filed on September 15, 2003, which is incorporated herein by reference.
- a BCD code energy measurement 145 and an algorithm executed by end-of-DTX device 130 are performed using N symbols of each possible code, where N is less than the total number of symbols per code in the timeslot.
- the code energy measurement is made using the output of a WMF operation performed with the "overbuilt" A- matrix on the N symbols of the received signal.
- a data burst includes a midamble and two data fields, and channel estimates are calculated on the midamble.
- the channel estimates are convolved with the spreading code and scrambling code to generate the A-matrix, which is essentially a combined code/channel model that describes the system response. N soft symbol estimates are then generated via a WMF.
- Figure 2 shows a total of M * N soft symbols that are outputted by the WMF 150, where for each of N symbols M soft values correspond to M codes that may or may not have been received.
- the notation A H r i j (0 ⁇ i ⁇ N-l, 0 ⁇ j ⁇ M-l) is used to indicate the element of the A H r vector corresponding to soft symbol i computed using code j.
- a H r o 2 indicates the soft value computed for symbol 0 using code 2.
- codes that are determined as not-received, i.e., not-present, are invalidated using various addressing techniques, whereby a set of vectors indicate which columns/rows of the A-matrix are valid and which are not.
- the results of the WMF 150 can then be validated or invalidated based on which code the symbol values are associated with as shown in Figure 3. For example, if it is determined that code 1 is present, a bit associated with code 1 in the vector set is filled with a "1". This bit indicates that the first column of the A-matrix is valid, and the column is considered during processing.
- the WMF results 150 that were calculated for code 1 are then considered to be valid and will be used in the MUD calculations 115.
- the bit is filled with a "0" indicating that the particular column should be ignored for the remainder of the process and the WMF results for code 1 will not be used in the MUD calculations.
- a list is generated whereby a checkmark, X, 1/0 or other indicator may be used to mark code validity.
- Vector results indicating the validity of the M codes are sent from the BCD 120 to the MUD 115.
- the MUD 115 processes symbols in the timeslot for only the codes designated as valid, thus saving calculations, power, and reducing processing time (latency).
- the WMF portion of the MUD algorithm 115 need only perform WMF for the remaining (Ntotai - N) symbols, where Ntotai is the total number of symbols in the data burst.
- the MUD performs these WMF calculations based on the rows or columns of the overbuilt A-matrix that were found to be valid as shown in Figure 3. This further saves calculations and power, and further reduces processing time (latency).
- the following exemplary steps of a process 400 may be implemented in the performance of the preferred embodiment for the TDD mode of UMTS W-CDMA, although these steps can be applied to other wireless systems.
- the channel estimation device 105 runs a midamble detection algorithm which analyzes the midamble field of the received burst to determine the identities of the midamble shifts which are present, estimate the communication channel characteristic, and estimate the midamble powers. The results are passed to the BCD device 120 and the End-of-DTX device 130 (step 405).
- the CCL device 135 in BCD device 120 analyzes the results of the midamble detection algorithm implemented by the channel estimation device 105 and removes certain codes from a master list.
- the CCL device 135 then passes the reduced list of M codes to the A-matrix construction device 110 (step 410).
- the overbuilt A-matrix is constructed by the A-matri ⁇ construction device 110 once per timeslot using the reduced list of M codes (step 415).
- the WMF 150 uses the overbuilt A-matrix to provide soft symbol estimates for the N symbols of the M codes, where N ⁇ Ntotai. N, the number of symbols used in code energy measurement 145, is the larger of that required by the code detect device 140 and the End-of-DTX device 130. Soft symbols are outputted from the WMF 150 associated with each code (step 420). [0045] (5) Measurements are performed on the N soft symbols to determine which codes are present (step 425). The measurements and code presence decisions may be based on energy estimates computed from symbols corresponding to each code (code energy measurements) and thresholds based on code power or noise power estimates.
- the N soft symbol estimates are passed to the MUD 115. Codes that are not declared present are invalidated, and codes declared present are validated. The information about codes that have be declared present or not, the N soft symbols, and the A-matrix 110 are passed to the MUD 115 (step 430). The MUD 115 uses only those symbols corresponding to the codes that have been declared present, hence eliminating the need to recompute the WMF 150 outputs; N multiplied by the number of codes declared present.
- Ntotai symbols for A H r are processed. Once that is complete, one possible option is to rebuild the A-matrix such that only codes that have been received are incorporated therein, and the A H r is recalculated for all of the symbols. This process is inefficient and uses considerable resources.
- a vector indicating which rows or columns are present in the A-matrix is established. Because the A H r outputs for the symbols corresponding to the valid codes have already been computed, they are used, i.e., not recomputed, and only Ntotai - N additional symbols are computed corresponding to those codes that were declared valid.
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- Measuring And Recording Apparatus For Diagnosis (AREA)
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- Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
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Abstract
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Priority Applications (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP04716100A EP1602182B1 (en) | 2003-03-03 | 2004-03-01 | Optimizing multi-user detection |
MXPA05009431A MXPA05009431A (en) | 2003-03-03 | 2004-03-01 | Optimizing multi-user detection. |
DE602004015426T DE602004015426D1 (en) | 2003-03-03 | 2004-03-01 | OPTIMIZING MULTI-USER DETECTION |
CA002517221A CA2517221A1 (en) | 2003-03-03 | 2004-03-01 | Optimizing multi-user detection |
JP2006501209A JP2006519529A (en) | 2003-03-03 | 2004-03-01 | Multi-user detection optimization |
NO20054274A NO20054274L (en) | 2003-03-03 | 2005-09-15 | Optimized multi-user detection |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US45216203P | 2003-03-03 | 2003-03-03 | |
US60/452,162 | 2003-03-03 | ||
US10/725,808 | 2003-12-02 | ||
US10/725,808 US7031284B2 (en) | 2003-03-03 | 2003-12-02 | Wireless communication method and apparatus for optimizing multi-user detection |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2004079977A2 true WO2004079977A2 (en) | 2004-09-16 |
WO2004079977A3 WO2004079977A3 (en) | 2005-03-24 |
Family
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2004/006062 WO2004079977A2 (en) | 2003-03-03 | 2004-03-01 | Optimizing multi-user detection |
Country Status (10)
Country | Link |
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US (2) | US7031284B2 (en) |
EP (1) | EP1602182B1 (en) |
JP (1) | JP2006519529A (en) |
KR (3) | KR100767653B1 (en) |
AT (1) | ATE403288T1 (en) |
CA (1) | CA2517221A1 (en) |
DE (1) | DE602004015426D1 (en) |
MX (1) | MXPA05009431A (en) |
NO (1) | NO20054274L (en) |
WO (1) | WO2004079977A2 (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2006340213A (en) * | 2005-06-03 | 2006-12-14 | Toshiba Corp | Spread spectrum signal demodulation apparatus, spread spectrum signal demodulation method, radio wave generating source visualizing apparatus and radio wave generating source visualizing method |
EP1754326A2 (en) * | 2004-06-08 | 2007-02-21 | Interdigital Technology Corporation | Method and apparatus for reducing multi-user processing in wireless communication systems |
CN100407589C (en) * | 2004-12-10 | 2008-07-30 | 中兴通讯股份有限公司 | Method for controlling power of base station user by detecting tech. of elimination serial interference |
JP2008547253A (en) * | 2005-06-16 | 2008-12-25 | シャンハイ アルティメット パワー コミュニケーションズ テクノロジー カンパニー リミテッド | Method for performing handover in a telecommunications system |
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US7218665B2 (en) * | 2003-04-25 | 2007-05-15 | Bae Systems Information And Electronic Systems Integration Inc. | Deferred decorrelating decision-feedback detector for supersaturated communications |
CN1229937C (en) * | 2003-05-28 | 2005-11-30 | 大唐移动通信设备有限公司 | Method and device for detecting multi-user's code path activation in radio communication system |
GB2404822B (en) * | 2003-08-07 | 2007-07-11 | Ipwireless Inc | Method and arrangement for noise variance and sir estimation |
US20070076791A1 (en) * | 2005-07-26 | 2007-04-05 | Interdigital Technology Corporation | Approximate cholesky decomposition-based block linear equalizer |
US7613228B2 (en) * | 2005-08-10 | 2009-11-03 | Bae Systems Information And Electronic Systems Integration Inc. | M-Algorithm multiuser detector with correlation based pruning |
US7916841B2 (en) * | 2006-09-29 | 2011-03-29 | Mediatek Inc. | Method and apparatus for joint detection |
EP2761765A4 (en) * | 2011-09-28 | 2015-10-28 | Ericsson Modems Sa | Method, apparatus, receiver, computer program and storage medium for joint detection |
CN104243095A (en) * | 2014-09-11 | 2014-12-24 | 山东大学 | Code word type blind identification method for convolutional code and linear block code |
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US5703887A (en) * | 1994-12-23 | 1997-12-30 | General Instrument Corporation Of Delaware | Synchronization and error detection in a packetized data stream |
US5809043A (en) * | 1996-10-08 | 1998-09-15 | Ericsson Inc. | Method and apparatus for decoding block codes |
JP2000261412A (en) * | 1999-03-06 | 2000-09-22 | Matsushita Electric Ind Co Ltd | Interference signal eliminating device |
US6604222B1 (en) * | 1999-04-30 | 2003-08-05 | Rockwell Collins, Inc. | Block code to efficiently correct adjacent data and/or check bit errors |
US6233373B1 (en) * | 1999-06-21 | 2001-05-15 | The United States Of America As Represented By The Secretary Of The Navy | Optical spectrometer with improved geometry and data processing for monitoring fiber optic bragg gratings |
IL150991A0 (en) * | 2000-02-04 | 2003-02-12 | Interdigital Tech Corp | Support of multiuser detection in the downlink |
US6470047B1 (en) * | 2001-02-20 | 2002-10-22 | Comsys Communications Signal Processing Ltd. | Apparatus for and method of reducing interference in a communications receiver |
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US6704376B2 (en) * | 2002-01-23 | 2004-03-09 | Bae Systems Information And Electronic Systems Integration Inc. | Power and confidence ordered low complexity soft turbomud with voting system |
US6782059B2 (en) * | 2002-01-31 | 2004-08-24 | Qualcomm Incorporated | Discontinuous transmission (DTX) detection |
IL163746A0 (en) * | 2002-03-25 | 2005-12-18 | Interdigital Tech Corp | Method and apparatus for blind codedetection |
US7313122B2 (en) * | 2002-07-10 | 2007-12-25 | Broadcom Corporation | Multi-user carrier frequency offset correction for CDMA systems |
-
2003
- 2003-12-02 US US10/725,808 patent/US7031284B2/en not_active Expired - Fee Related
-
2004
- 2004-03-01 AT AT04716100T patent/ATE403288T1/en not_active IP Right Cessation
- 2004-03-01 KR KR1020057016278A patent/KR100767653B1/en not_active IP Right Cessation
- 2004-03-01 EP EP04716100A patent/EP1602182B1/en not_active Expired - Lifetime
- 2004-03-01 MX MXPA05009431A patent/MXPA05009431A/en unknown
- 2004-03-01 JP JP2006501209A patent/JP2006519529A/en active Pending
- 2004-03-01 CA CA002517221A patent/CA2517221A1/en not_active Abandoned
- 2004-03-01 KR KR1020077025078A patent/KR20070112427A/en not_active Application Discontinuation
- 2004-03-01 DE DE602004015426T patent/DE602004015426D1/en not_active Expired - Fee Related
- 2004-03-01 WO PCT/US2004/006062 patent/WO2004079977A2/en active Application Filing
- 2004-03-01 KR KR1020057016794A patent/KR20050104422A/en not_active Application Discontinuation
-
2005
- 2005-09-15 NO NO20054274A patent/NO20054274L/en not_active Application Discontinuation
-
2006
- 2006-03-13 US US11/374,333 patent/US20060146763A1/en not_active Abandoned
Non-Patent Citations (1)
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Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1754326A2 (en) * | 2004-06-08 | 2007-02-21 | Interdigital Technology Corporation | Method and apparatus for reducing multi-user processing in wireless communication systems |
EP1754326A4 (en) * | 2004-06-08 | 2007-05-23 | Interdigital Tech Corp | Method and apparatus for reducing multi-user processing in wireless communication systems |
US7599344B2 (en) | 2004-06-08 | 2009-10-06 | Interdigital Technology Corporation | Method and apparatus for reducing multi-user processing in wireless communication systems |
US8036181B2 (en) | 2004-06-08 | 2011-10-11 | Interdigital Technology Corporation | Method and apparatus for reducing multi-user processing in wireless communication systems |
CN100407589C (en) * | 2004-12-10 | 2008-07-30 | 中兴通讯股份有限公司 | Method for controlling power of base station user by detecting tech. of elimination serial interference |
JP2006340213A (en) * | 2005-06-03 | 2006-12-14 | Toshiba Corp | Spread spectrum signal demodulation apparatus, spread spectrum signal demodulation method, radio wave generating source visualizing apparatus and radio wave generating source visualizing method |
JP2008547253A (en) * | 2005-06-16 | 2008-12-25 | シャンハイ アルティメット パワー コミュニケーションズ テクノロジー カンパニー リミテッド | Method for performing handover in a telecommunications system |
Also Published As
Publication number | Publication date |
---|---|
US20060146763A1 (en) | 2006-07-06 |
EP1602182A4 (en) | 2006-06-14 |
US20040174854A1 (en) | 2004-09-09 |
US7031284B2 (en) | 2006-04-18 |
MXPA05009431A (en) | 2005-11-23 |
NO20054274L (en) | 2005-09-15 |
EP1602182B1 (en) | 2008-07-30 |
KR20070112427A (en) | 2007-11-23 |
DE602004015426D1 (en) | 2008-09-11 |
KR20050104422A (en) | 2005-11-02 |
ATE403288T1 (en) | 2008-08-15 |
CA2517221A1 (en) | 2004-09-16 |
KR100767653B1 (en) | 2007-10-17 |
WO2004079977A3 (en) | 2005-03-24 |
KR20050108378A (en) | 2005-11-16 |
EP1602182A2 (en) | 2005-12-07 |
JP2006519529A (en) | 2006-08-24 |
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