US20050180365A1 - Code allocation based on cross code correlation - Google Patents
Code allocation based on cross code correlation Download PDFInfo
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- 238000000034 method Methods 0.000 claims description 11
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/18—Service support devices; Network management devices
- H04W88/181—Transcoding devices; Rate adaptation devices
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04J—MULTIPLEX COMMUNICATION
- H04J13/00—Code division multiplex systems
- H04J13/16—Code allocation
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- 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
- H04B2201/7097—Direct sequence modulation interference
- H04B2201/709709—Methods of preventing interference
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
- H04W52/04—Transmission power control [TPC]
- H04W52/30—Transmission power control [TPC] using constraints in the total amount of available transmission power
- H04W52/34—TPC management, i.e. sharing limited amount of power among users or channels or data types, e.g. cell loading
- H04W52/346—TPC management, i.e. sharing limited amount of power among users or channels or data types, e.g. cell loading distributing total power among users or channels
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/04—Wireless resource allocation
- H04W72/044—Wireless resource allocation based on the type of the allocated resource
- H04W72/0466—Wireless resource allocation based on the type of the allocated resource the resource being a scrambling code
Definitions
- This application generally relates to wireless code division multiple access communication systems.
- this application relates to code allocation in such systems using cross code correlation characteristics.
- FIG. 1 illustrates a simplified wireless code division multiple access (CDMA) communication system.
- CDMA wireless code division multiple access
- the following discussion refers to components that may be located in either the base station, a Node-B or a radio network controller (RNC) 20 , based on the implementation, as being located at the base station 20 .
- RNC radio network controller
- codes are assigned by a code assignment device 26 of the base station 20 to support the downlink communications.
- Downlink data is processed by a modulation and spreading device 28 with the assigned codes to produce one or multiple downlink communications.
- the downlink communications are passed through an isolator or switch 32 and radiated by an antenna or antenna array 34 of the base station 20 through a wireless radio interface 46 .
- the user equipment 22 receives the downlink communications using an antenna or antenna array 36 .
- the received communications pass through an isolator or switch 38 to a data detection device 42 .
- the data detection device 42 recovers data from the received communications using the assigned downlink codes.
- These assigned codes may be determined by a form of blind code detection, be known a priori, the code assignment may be signaled or by other means.
- a code assignment determination device 40 determines the assigned codes.
- uplink data is processed by a modulation and spreading device 44 with uplink assigned codes to produce one or multiple uplink communications.
- the code assignment determination device 40 determines the codes to use for the uplink.
- the uplink communications are passed through the isolator or switch 38 and radiated by an antenna or antenna array 36 of the UE 22 through the wireless radio interface 46 .
- the base station 20 receives the uplink communications using its antenna or antenna array 34 .
- the received communications pass through an isolator or switch 32 to a data detection device 30 .
- the data detection device 30 recovers data from the received communications using the assigned uplink codes as determined by the code assignment device 26 .
- the code assignment decision is based on the available codes and power budgets. To illustrate, the user requires one additional uplink code to support a new service. A code out of the available codes is selected to support the service. The required transmission power level for a communication using this new code is determined, such as by using a path loss estimate, known interference levels and other factors. If the use of this code requires transmission power levels beyond the systems resources. The new service is not permitted.
- codes are designed to have minimal or low cross interference, in practice, some codes may exhibit high cross correlation with other codes. These codes will typically be eliminated from use in the system. Additionally, a group of codes, a code group, may exhibit a high cross correlation with each other, but acceptable cross correlation with other codes. Although eliminating these codes reduces cross interference, it also reduces the number of available codes to assign.
- the invention includes various approaches to assigning codes in wireless code division multiple access communication systems.
- the invention estimates the cross code correlation between codes to base the code assignment.
- One approach assigns codes having a high cross correlation to users having a low transmission power level.
- Another approach assigns code groups having a high cross correlation to a same coded composite transport channel.
- Another approach assigns codes using a cross correlation factor of each code to minimize a system noise rise.
- Another approach uses transmission or reception diversity to assign bad code groups to users having a different diversity relationship.
- Another approach uses a diversity factor and a cross code correlation factor to assign codes.
- FIG. 1 is an illustration of a simplified base station and UE.
- FIG. 2 is an illustration of a simplified base station and UE using cross code correlation for code assignments.
- FIG. 3 is a flow chart for assigning codes having a high cross code correlation to communications having a substantially same transmission power level.
- FIG. 4 is a flow chart for assigning code groups having a high cross code correlation to a same coded composite transport channel.
- FIG. 5 is a flow chart for assigning codes having a high cross code correlation to communications having a low transmission power level.
- FIG. 6 is a flow chart for assigning codes based on an estimated noise rise.
- FIG. 7 is an illustration of a simplified base station and UE using cross code correlation and diversity relationships between users for code assignments.
- FIG. 8 is a flow chart for assigning code groups having a high cross code correlation to UEs having a different diversity relationship.
- FIG. 9 is a flow chart for assigning codes using both cross code correlation and diversity correlation.
- FIG. 10 is a flow chart for assigning codes using a weighted average noise rise/change over all the slots for a time division duplex/CDMA or time division multiple access/CDMA communication system.
- the embodiments of the invention can generally be used with any type of CDMA system, such as a time division duplex communication system using CDMA (TDD/CDMA), frequency division duplex communication system using CDMA (FDD/CDMA) or a hybrid time division multiple access/CDMA communication system (TDMA/CDMA).
- TDD/CDMA time division duplex communication system using CDMA
- FDD/CDMA frequency division duplex communication system using CDMA
- TDMA/CDMA hybrid time division multiple access/CDMA communication system
- FIG. 2 illustrates an embodiment of a code allocation system using cross code correlation.
- a cross code correlation determination device 48 evaluates the cross correlation between codes.
- the cross code correlation may be determined off-line and stored. Alternately, the cross code correlation may be determined on-line, as needed.
- One approach to evaluating codes for cross correlation ranks the codes from a best code, exhibiting no or minimal cross code correlation, to a worst code, exhibiting the most cross code correlation.
- Another approach categorizes codes, such as by using a threshold test.
- One categorization approach uses two categories: good codes, exhibiting no or minimal cross code correlation, and bad codes, exhibiting high cross code correlation. Other categorizations may be used, such as good, medium and bad.
- code groups such as groups of two codes, three codes or more, may be evaluated.
- the codes of the group are evaluated with respect to the cross code correlation to each other.
- the code groups may be ranked from groups having no or a low cross correlation to groups having a high cross correlation to each other.
- the groups may be categorized, such as into good groups, having no or little cross correlation, and bad groups, having high cross correlation to each other.
- the code assignment device 26 assigns codes to uplink and downlink communications.
- the UE 22 determines the code assignment using an assigned code determination device 40 .
- downlink data is processed by a modulation and spreading device 28 with the assigned codes to produce one or multiple downlink communications.
- the downlink communications are passed through an isolator or switch 32 and radiated by an antenna or antenna array 34 of the base station 20 through a wireless radio interface 46 .
- the UE 22 receives the downlink communications using an antenna or antenna array 36 .
- the received communications pass through an isolator or switch 38 to a data detection device 42 .
- the data detection device 42 recovers data from the received communications using the assigned downlink codes.
- uplink data is processed by a modulation and spreading device 44 with the uplink assigned codes to produce one or multiple uplink communications.
- the uplink communications are passed through an isolator or switch 38 and radiated by an antenna or antenna array 36 of the UE 22 through the wireless radio interface 46 .
- the base station 20 receives the uplink communications using its antenna or antenna array 34 .
- the received communications pass through an isolator or switch 32 to a data detection device 30 .
- the data detection device 30 recovers data from the received communications using the assigned uplink codes.
- One approach to assign codes in the downlink assigns code groups having a high cross code correlation to each other to a user or users transmitting at a substantially same power level. Codes transmitted at different power levels are more difficult to distinguish than codes transmitted at the substantially the same power level. As a result, by transmitting codes having a high cross correlation at the same power level, the impact of high cross code correlation is minimized.
- the transmission power levels for each downlink communication is determined, step 60 .
- the code groups having a high cross code correlation are assigned to the communications having substantially the same power level, step 62 .
- coded composite transport channel Since the transmission power levels for communications to different users and even to the same user in a different coded composite transport channel (CCTrCH) vary over time with respect to each other, it is preferred to only assign code groups having a high cross correlation to the same CCTrCH. Accordingly, as shown in FIG. 4 , if a code group having a high cross correlation is to be used, that code group is assigned to the same CCTrCH, step 64 . This code assignment approach can also be applied to the uplink, preferably when all communications use the same spreading factor.
- Another approach as shown in FIG. 5 assigns codes having a high cross correlation to communications having a low transmission power level, step 66 .
- This approach minimizes the cross interference that a bad code (code having a high cross correlation) induces on the other communications and vice versa.
- codes having a low cross correlation are assigned to communications having a high transmission power level.
- the cross code correlation can be used to estimate a change in noise level resulting from changing codes or adding new codes.
- a code assignment can be determined to minimize the noise level.
- FIG. 6 is a preferred approach using estimated noise levels to assigning a new code to a new user of a CDMA system.
- a user N desires to communicate in a cell having N- 1 current users, step 68 .
- a code C 0 is selected for evaluation, step 70 .
- the cross code correlation X j of C 0 is determined for each currently used code C j , step 72 .
- the noise rise from adding the new user using C 0 is determined. This procedure is repeated to estimate the noise rise for each of the unused codes, step 74 .
- the code that results in the minimum noise rise is selected to support the new user, step 76 .
- code swapping may be used. After the minimum noise rise code is determined, the noise change by switching this code for each of the other used codes is determined, step 78 . The overall code assignment resulting in the minimum estimated noise level is selected, step 80 .
- code C n is the minimum noise rise code for user N.
- the noise change for swapping code C n with each of the other users' codes, C 1 to C n-1 is determined. A code C i is found where if C n is swapped for C i , the noise is minimized.
- User N is subsequently assigned code C i and the user of C i will now use code C n .
- FIG. 7 illustrates an embodiment of a code allocation system where spatial processing is used.
- An antenna array 54 , 56 may be used at either the base station 20 , UE 22 or both, as shown in FIG. 7 , for spatial diversity. Beams may be formed at a transmitting antenna array 54 , 56 to focus a communication onto a particular reception site or a receiving antenna array 54 , 56 is used to steer the receiver towards a transmission source.
- the antenna array 54 , 56 of the base station 20 or UE 22 as shown in FIG. 7 may be used for such beam forming and steering.
- multiple beams separate codes of users of that base station's cell.
- Downlink reception beams at the UE 22 separate codes of that UE's cell from other cells.
- multiple beams used for UE transmissions separate codes of that UE 22 from codes of UEs 22 in other cells.
- Uplink reception beams at the base station 20 separate codes for each of that base station's cell UEs 22 .
- dowlink transmission diversity or uplink reception diversity schemes users having a different diversity relationship have no or little cross interference.
- the term diversity relationship refers to users in separate downlink transmission beams or in separate uplink transmission beams. These users communications are effectively orthogonal to each other. As a result, code groups having a high cross code correlation to each other may be assigned to users with a different diversity relationship with no or little cross correlation.
- One approach to assign codes in such systems is slow code allocation as shown in FIG. 8 .
- Slow code allocation is preferably used in systems where codes are changed slowly, such as over seconds or even longer.
- code groups having a high cross code correlation are not assigned to users having a similar or same diversity relationship.
- a UE diversity determination device 52 determines the diversity relationships between the UEs 22 , step 82 .
- One approach to estimate the diversity relationship determines the direction of arrival (DOA) of signals transmitted from users as received at the base station 20 .
- geolocation techniques may be used. If a code group having a high cross code correlation is to be used, the codes of the group are assigned by a cross code and diversity correlation determination device 50 to UEs 22 having different diversity relationships, step 84 . As a result, these codes will not interfere with each other.
- Fast code allocation is preferably used in systems where codes can be changed on the fly, such as the high-speed channel (HSDPA) proposed for the Universal Mobile Telecommunications System (UMTS). It can be used in systems where classical beam forming is not employed.
- the UE diversity determination device 52 determines the diversity correlation between the received UE signals, step 86 .
- the codes are assigned to the users by the code cross and diversity correlation determination device 50 based on the diversity relationship between the users and the cross code correlation, step 88 .
- a diversity factor S i is assigned to each user and a cross code correlation factor Y j is assigned to each code.
- a code assignment is determined which minimizes the resulting cross code noise from the assignment.
- the resulting cross code noise is preferably modeled using a function, such as the product of S i and Y j .
- TDD/CDMA or TDMA/CDMA systems as shown in FIG. 10 .
- These systems use time slots as well as codes to distinguish communications.
- the overall reception quality is based on a weighted average of the reception quality in each slot.
- poor reception quality in one slot can be compensated for in other slots.
- the cross code correlation determination device 48 or the cross code and diversity correlation device 50 in such systems preferably, determines the overall noise rise/change from code assignments using a weighted average over the slots, step 90 .
- Each assignment is also checked to see if each user meets minimum reception quality criteria, step 92 . Either the code assignment minimizing the noise over the slots and meeting the minimum quality criteria is selected or the code assignment having a most optimal joint solution minimizing the noise over the slots and maximizing each user's reception quality is selected, step 92 , 94 .
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Abstract
The invention includes various approaches to assigning codes in wireless code division multiple access communication systems. The invention estimates the cross code correlation between codes to base the code assignment. One approach assigns codes having a high cross correlation to users having a low transmission power level. Another approach assigns code groups having a high cross correlation to a same coded composite transport channel. Another approach assigns codes using a cross correlation factor of each code to minimize a system noise rise. Another approach uses transmission or reception diversity to assign bad code groups to users having a different diversity relationship. Another approach uses a diversity factor and a cross code correlation factor to assign codes.
Description
- This application is a continuation of U.S. patent application Ser. No. 10/212,986 filed Aug. 5, 2002, which claims priority to U.S. provisional application No. 60/358,208 filed Feb. 20, 2002, and is incorporated by reference as if fully set forth.
- This application generally relates to wireless code division multiple access communication systems. In particular, this application relates to code allocation in such systems using cross code correlation characteristics.
- To send multiple communications simultaneously over a shared spectrum, CDMA communication systems distinguish the communications using codes.
FIG. 1 illustrates a simplified wireless code division multiple access (CDMA) communication system. The following discussion refers to components that may be located in either the base station, a Node-B or a radio network controller (RNC) 20, based on the implementation, as being located at thebase station 20. - For downlink communications, codes are assigned by a
code assignment device 26 of thebase station 20 to support the downlink communications. Downlink data is processed by a modulation and spreadingdevice 28 with the assigned codes to produce one or multiple downlink communications. The downlink communications are passed through an isolator or switch 32 and radiated by an antenna orantenna array 34 of thebase station 20 through awireless radio interface 46. - The
user equipment 22 receives the downlink communications using an antenna orantenna array 36. The received communications pass through an isolator or switch 38 to adata detection device 42. Thedata detection device 42 recovers data from the received communications using the assigned downlink codes. These assigned codes may be determined by a form of blind code detection, be known a priori, the code assignment may be signaled or by other means. A codeassignment determination device 40 determines the assigned codes. - For uplink communications, uplink data is processed by a modulation and spreading
device 44 with uplink assigned codes to produce one or multiple uplink communications. The codeassignment determination device 40 determines the codes to use for the uplink. The uplink communications are passed through the isolator orswitch 38 and radiated by an antenna orantenna array 36 of the UE 22 through thewireless radio interface 46. - The
base station 20 receives the uplink communications using its antenna orantenna array 34. The received communications pass through an isolator or switch 32 to adata detection device 30. Thedata detection device 30 recovers data from the received communications using the assigned uplink codes as determined by thecode assignment device 26. - When a user in such a system requires additional codes to support a new or existing service, the code assignment decision is based on the available codes and power budgets. To illustrate, the user requires one additional uplink code to support a new service. A code out of the available codes is selected to support the service. The required transmission power level for a communication using this new code is determined, such as by using a path loss estimate, known interference levels and other factors. If the use of this code requires transmission power levels beyond the systems resources. The new service is not permitted.
- As the number of codes increases, the effectiveness of this assignment approach degrades. The likelihood of using or finding codes with good cross correlation properties decreases, as the number of used codes increases. Although codes are designed to have minimal or low cross interference, in practice, some codes may exhibit high cross correlation with other codes. These codes will typically be eliminated from use in the system. Additionally, a group of codes, a code group, may exhibit a high cross correlation with each other, but acceptable cross correlation with other codes. Although eliminating these codes reduces cross interference, it also reduces the number of available codes to assign.
- Accordingly, it is desirable to have other code assignment approaches to allow more efficient code assignments.
- The invention includes various approaches to assigning codes in wireless code division multiple access communication systems. The invention estimates the cross code correlation between codes to base the code assignment. One approach assigns codes having a high cross correlation to users having a low transmission power level. Another approach assigns code groups having a high cross correlation to a same coded composite transport channel. Another approach assigns codes using a cross correlation factor of each code to minimize a system noise rise. Another approach uses transmission or reception diversity to assign bad code groups to users having a different diversity relationship. Another approach uses a diversity factor and a cross code correlation factor to assign codes.
-
FIG. 1 is an illustration of a simplified base station and UE. -
FIG. 2 is an illustration of a simplified base station and UE using cross code correlation for code assignments. -
FIG. 3 is a flow chart for assigning codes having a high cross code correlation to communications having a substantially same transmission power level. -
FIG. 4 is a flow chart for assigning code groups having a high cross code correlation to a same coded composite transport channel. -
FIG. 5 is a flow chart for assigning codes having a high cross code correlation to communications having a low transmission power level. -
FIG. 6 is a flow chart for assigning codes based on an estimated noise rise. -
FIG. 7 is an illustration of a simplified base station and UE using cross code correlation and diversity relationships between users for code assignments. -
FIG. 8 is a flow chart for assigning code groups having a high cross code correlation to UEs having a different diversity relationship. -
FIG. 9 is a flow chart for assigning codes using both cross code correlation and diversity correlation. -
FIG. 10 is a flow chart for assigning codes using a weighted average noise rise/change over all the slots for a time division duplex/CDMA or time division multiple access/CDMA communication system. - The embodiments of the invention can generally be used with any type of CDMA system, such as a time division duplex communication system using CDMA (TDD/CDMA), frequency division duplex communication system using CDMA (FDD/CDMA) or a hybrid time division multiple access/CDMA communication system (TDMA/CDMA).
-
FIG. 2 illustrates an embodiment of a code allocation system using cross code correlation. A cross codecorrelation determination device 48 evaluates the cross correlation between codes. The cross code correlation may be determined off-line and stored. Alternately, the cross code correlation may be determined on-line, as needed. - One approach to evaluating codes for cross correlation ranks the codes from a best code, exhibiting no or minimal cross code correlation, to a worst code, exhibiting the most cross code correlation. Another approach categorizes codes, such as by using a threshold test. One categorization approach uses two categories: good codes, exhibiting no or minimal cross code correlation, and bad codes, exhibiting high cross code correlation. Other categorizations may be used, such as good, medium and bad.
- Additionally, code groups, such as groups of two codes, three codes or more, may be evaluated. The codes of the group are evaluated with respect to the cross code correlation to each other. The code groups may be ranked from groups having no or a low cross correlation to groups having a high cross correlation to each other. Alternately, the groups may be categorized, such as into good groups, having no or little cross correlation, and bad groups, having high cross correlation to each other.
- Based on the code evaluation, the
code assignment device 26 assigns codes to uplink and downlink communications. TheUE 22 determines the code assignment using an assignedcode determination device 40. For downlink communications, downlink data is processed by a modulation and spreadingdevice 28 with the assigned codes to produce one or multiple downlink communications. The downlink communications are passed through an isolator or switch 32 and radiated by an antenna orantenna array 34 of thebase station 20 through awireless radio interface 46. - The
UE 22 receives the downlink communications using an antenna orantenna array 36. The received communications pass through an isolator or switch 38 to adata detection device 42. Thedata detection device 42 recovers data from the received communications using the assigned downlink codes. - For uplink communications, uplink data is processed by a modulation and spreading
device 44 with the uplink assigned codes to produce one or multiple uplink communications. The uplink communications are passed through an isolator or switch 38 and radiated by an antenna orantenna array 36 of theUE 22 through thewireless radio interface 46. - The
base station 20 receives the uplink communications using its antenna orantenna array 34. The received communications pass through an isolator or switch 32 to adata detection device 30. Thedata detection device 30 recovers data from the received communications using the assigned uplink codes. - One approach to assign codes in the downlink assigns code groups having a high cross code correlation to each other to a user or users transmitting at a substantially same power level. Codes transmitted at different power levels are more difficult to distinguish than codes transmitted at the substantially the same power level. As a result, by transmitting codes having a high cross correlation at the same power level, the impact of high cross code correlation is minimized.
- To assign the codes as shown in
FIG. 3 , the transmission power levels for each downlink communication is determined,step 60. The code groups having a high cross code correlation are assigned to the communications having substantially the same power level,step 62. - Since the transmission power levels for communications to different users and even to the same user in a different coded composite transport channel (CCTrCH) vary over time with respect to each other, it is preferred to only assign code groups having a high cross correlation to the same CCTrCH. Accordingly, as shown in
FIG. 4 , if a code group having a high cross correlation is to be used, that code group is assigned to the same CCTrCH,step 64. This code assignment approach can also be applied to the uplink, preferably when all communications use the same spreading factor. - Another approach as shown in
FIG. 5 assigns codes having a high cross correlation to communications having a low transmission power level,step 66. This approach minimizes the cross interference that a bad code (code having a high cross correlation) induces on the other communications and vice versa. Conversely, codes having a low cross correlation are assigned to communications having a high transmission power level. - In another approach, the cross code correlation can be used to estimate a change in noise level resulting from changing codes or adding new codes. A code assignment can be determined to minimize the noise level.
-
FIG. 6 is a preferred approach using estimated noise levels to assigning a new code to a new user of a CDMA system. A user N desires to communicate in a cell having N-1 current users,step 68. Out of the unused available codes, a code C0 is selected for evaluation,step 70. The cross code correlation Xj of C0 is determined for each currently used code Cj,step 72. Using the determined cross code correlation factors Xj, the noise rise from adding the new user using C0 is determined. This procedure is repeated to estimate the noise rise for each of the unused codes,step 74. The code that results in the minimum noise rise is selected to support the new user,step 76. - To further optimize the code assignment, code swapping may be used. After the minimum noise rise code is determined, the noise change by switching this code for each of the other used codes is determined,
step 78. The overall code assignment resulting in the minimum estimated noise level is selected,step 80. To illustrate, code Cn is the minimum noise rise code for user N. The noise change for swapping code Cn with each of the other users' codes, C1 to Cn-1, is determined. A code Ci is found where if Cn is swapped for Ci, the noise is minimized. User N is subsequently assigned code Ci and the user of Ci will now use code Cn. -
FIG. 7 illustrates an embodiment of a code allocation system where spatial processing is used. Anantenna array base station 20,UE 22 or both, as shown inFIG. 7 , for spatial diversity. Beams may be formed at a transmittingantenna array antenna array antenna array base station 20 orUE 22 as shown inFIG. 7 may be used for such beam forming and steering. - In the downlink, multiple beams separate codes of users of that base station's cell. Downlink reception beams at the
UE 22 separate codes of that UE's cell from other cells. In the uplink, multiple beams used for UE transmissions separate codes of thatUE 22 from codes ofUEs 22 in other cells. Uplink reception beams at thebase station 20, separate codes for each of that base station'scell UEs 22. - If dowlink transmission diversity or uplink reception diversity schemes are used, users having a different diversity relationship have no or little cross interference. The term diversity relationship refers to users in separate downlink transmission beams or in separate uplink transmission beams. These users communications are effectively orthogonal to each other. As a result, code groups having a high cross code correlation to each other may be assigned to users with a different diversity relationship with no or little cross correlation.
- One approach to assign codes in such systems is slow code allocation as shown in
FIG. 8 . Slow code allocation is preferably used in systems where codes are changed slowly, such as over seconds or even longer. In slow allocation, code groups having a high cross code correlation are not assigned to users having a similar or same diversity relationship. A UEdiversity determination device 52 determines the diversity relationships between theUEs 22,step 82. One approach to estimate the diversity relationship determines the direction of arrival (DOA) of signals transmitted from users as received at thebase station 20. Also, geolocation techniques may be used. If a code group having a high cross code correlation is to be used, the codes of the group are assigned by a cross code and diversitycorrelation determination device 50 to UEs 22 having different diversity relationships,step 84. As a result, these codes will not interfere with each other. - Another approach to assign codes is fast code allocation as shown in
FIG. 9 . Fast code allocation is preferably used in systems where codes can be changed on the fly, such as the high-speed channel (HSDPA) proposed for the Universal Mobile Telecommunications System (UMTS). It can be used in systems where classical beam forming is not employed. The UEdiversity determination device 52 determines the diversity correlation between the received UE signals,step 86. The codes are assigned to the users by the code cross and diversitycorrelation determination device 50 based on the diversity relationship between the users and the cross code correlation,step 88. Preferably, a diversity factor Si is assigned to each user and a cross code correlation factor Yj is assigned to each code. Using the factors, a code assignment is determined which minimizes the resulting cross code noise from the assignment. The resulting cross code noise is preferably modeled using a function, such as the product of Si and Yj. - Another embodiment is used with TDD/CDMA or TDMA/CDMA systems as shown in
FIG. 10 . These systems use time slots as well as codes to distinguish communications. In such systems, the overall reception quality is based on a weighted average of the reception quality in each slot. As a result, poor reception quality in one slot can be compensated for in other slots. The cross codecorrelation determination device 48 or the cross code anddiversity correlation device 50 in such systems, preferably, determines the overall noise rise/change from code assignments using a weighted average over the slots,step 90. Each assignment is also checked to see if each user meets minimum reception quality criteria,step 92. Either the code assignment minimizing the noise over the slots and meeting the minimum quality criteria is selected or the code assignment having a most optimal joint solution minimizing the noise over the slots and maximizing each user's reception quality is selected,step
Claims (28)
1. A method for assigning codes to communications in a wireless code division multiple access communication system using spatial diversity, the method comprising:
providing codes for potential assignment;
determining users having a different diversity relationship;
evaluating the provided codes to determine bad groups of codes having a high cross code correlation; and
assigning the provided codes to users, such that if codes of one of the bad code groups are to be assigned, those bad code group codes are preferably assigned to the users determined to have a different diversity relationship.
2. A wireless code division multiple access radio network controller (RNC) comprising:
means for determining users having a different diversity relationship;
means for evaluating provided codes for potential assignment to determine bad groups of codes having a high cross code correlation; and
means for assigning the provided codes to users, such that if codes of one of the bad code groups are to be assigned, those bad code group codes are preferably assigned to the users determined to have a different diversity relationship.
3. A wireless code division multiple access radio network controller (RNC) comprising:
a code assignment device for determining users having a different diversity relationship; for evaluating provided codes for potential assignment to determine bad groups of codes having a high cross code correlation; and for assigning the provided codes to users, such that if codes of one of the bad code groups are to be assigned, those bad code group codes are preferably assigned to the users determined to have a different diversity relationship.
4. A wireless code division multiple access user equipment (UE) comprising:
an assigned codes determination device for determining codes assigned to support communications of the UE, the code assignment determined by determining users having a different diversity relationship; evaluating provided codes for potential assignment to determine bad groups of codes having a high cross code correlation; and assigning the provided codes to users, such that if codes of one of the bad code groups are to be assigned, those bad code group codes are preferably assigned to the users determined to have a different diversity relationship.
5. A method for assigning codes to communication in a wireless code division multiple access communication system using spatial diversity, the method comprising:
providing codes for potential assignment and codes currently used by users;
determining a diversity factor for each user using a direction of arrival of signals received at a base station of that user;
determining a cross correlation factor for each provided code, the cross correlation factor indicating a cross code correlation between that provided code and other codes;
determining an optimal code assignment based on the diversity and cross code correlation factors; and
assigning the provided codes to users based on the optimal code assignment.
6. The method of claim 5 wherein the determining an optimal code assignment is based on a product of the diversity and the cross code correlation factors.
7. The method of claim 5 wherein the code division multiple access communication system is a time division duplex communication system using code division multiple access and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
8. The method of claim 5 wherein the code division multiple access communication system is a time division multiple access communication system using code division multiple access and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
9. The method of claim 5 wherein the code division multiple access communication system is a time division duplex communication system using code division multiple access and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
10. The method of claim 5 wherein the code division multiple access communication system is a time division multiple access communication system using code division multiple access and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
11. A wireless code division multiple access radio network controller (RNC) comprising:
means for determining a diversity factor for each user using a direction of arrival of received signals of that user;
means for determining a cross correlation factor for each provided code for potential assignment, the cross correlation factor indicating a cross code correlation between that provided code and other codes;
means for determining an optimal code assignment based on the diversity and cross code correlation factors; and
means for assigning the provided codes to users based on the optimal code assignment.
12. The RNC of claim 11 wherein the determining an optimal code assignment is based on a product of the diversity and the cross code correlation factors.
13. The RNC of claim 11 wherein the RNC is a time division duplex using code division multiple access RNC and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
14. The RNC of claim 11 wherein the RNC is a time division multiple access using code division multiple access RNC and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
15. The RNC of claim 11 wherein the RNC is a time division duplex using code division multiple access RNC and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
16. The RNC of claim 11 wherein the RNC is a time division multiple access using code division multiple access RNC and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
17. A wireless code division multiple access radio network controller (RNC) comprising:
means for determining a diversity factor for each user using a direction of arrival of received signals of that user;
means for determining a cross correlation factor for each provided code for potential assignment, the cross correlation factor indicating a cross code correlation between that provided code and other codes;
means for determining an optimal code assignment based on the diversity and cross code correlation factors; and
means for assigning the provided codes to users based on the optimal code assignment.
18. The RNC of claim 17 wherein the determining an optimal code assignment is based on a product of the diversity and the cross code correlation factors.
19. The RNC of claim 17 wherein the RNC is a time division duplex using code division multiple access RNC and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
20. The RNC of claim 17 wherein the RNC is a time division multiple access using code division multiple access RNC and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
21. The RNC of claim 17 wherein the RNC is a time division duplex using code division multiple access RNC and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
22. The RNC of claim 17 wherein the RNC is a time division multiple access using code division multiple access RNC and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
23. A wireless code division multiple access user equipment (UE) comprising:
an assigned codes determination device for determining codes assigned to support communications of the UE, the code assignment determined by determining a diversity factor for each user using a direction of arrival of received signals of that user; determining a cross correlation factor for each provided code for potential assignment, the cross correlation factor indicating a cross code correlation between that provided code and other codes; determining an optimal code assignment based on the diversity and cross code correlation factors; and assigning the provided codes to users based on the optimal code assignment.
24. The UE of claim 23 wherein the determining an optimal code assignment is based on a product of the diversity and the cross code correlation factors.
25. The UE of claim 23 wherein the UE is a time division duplex using code division multiple access UE and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
26. The UE of claim 23 wherein the UE is a time division multiple access using code division multiple access UE and the optimal code assignment minimizes a weighted average of an estimated reception quality over all time slots.
27. The UE of claim 23 wherein the UE is a time division duplex using code division multiple access UE and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
28. The UE of claim 23 wherein the UE is a time division multiple access using code division multiple access UE and the optimal code assignment is a joint solution to minimize a weighted average of an estimated reception quality over all time slots and maximize each user reception quality.
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US20060239371A1 (en) * | 2005-04-22 | 2006-10-26 | Dyer Justin S | Multiple-access code generation |
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US6888814B2 (en) * | 2002-02-20 | 2005-05-03 | Interdigital Technology Corporation | Code allocation based on cross code correlation |
US7822155B2 (en) * | 2003-11-04 | 2010-10-26 | Telefonaktiebolaget L M Ericsson (Publ) | Interference estimation in CDMA systems using alternative scrambling codes |
US20050243896A1 (en) * | 2004-04-30 | 2005-11-03 | Yifei Yuan | Method of reusing spreading codes |
WO2012158173A1 (en) | 2011-05-19 | 2012-11-22 | Empire Technology Development Llc | Transmitting or receiving data via code division multiple access using highly correlated spreading codes assigned to a user |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5634199A (en) * | 1993-04-14 | 1997-05-27 | Stanford University | Method of subspace beamforming using adaptive transmitting antennas with feedback |
US6023462A (en) * | 1997-12-10 | 2000-02-08 | L-3 Communications Corporation | Fixed wireless loop system that ranks non-assigned PN codes to reduce interference |
US6069884A (en) * | 1996-10-01 | 2000-05-30 | Matsushita Electric Industrial Co., Ltd. | Method of communication between a base station and a plurality of mobile unit communication apparatus, a base station, and mobile unit communication apparatus |
US20010012280A1 (en) * | 1996-02-29 | 2001-08-09 | Dent Paul W. | Code-reuse partitioning systems and methods for cellular communications |
US20020003785A1 (en) * | 2000-06-13 | 2002-01-10 | Alcatel | Method of controlling transmission power in a mobile radio system |
US6370129B1 (en) * | 1999-06-28 | 2002-04-09 | Lucent Technologies, Inc. | High-speed data services using multiple transmit antennas |
US20020122463A1 (en) * | 2000-06-26 | 2002-09-05 | Daoben Li | Generation of spread-spectrum multiple access codes with zero-correlation windows |
US6542484B1 (en) * | 1998-05-15 | 2003-04-01 | Telefonaktiebolaget Lm Ericsson (Publ) | Code allocation for radiocommunication systems |
US6577671B1 (en) * | 1999-12-29 | 2003-06-10 | Nokia Mobile Phones Limited | Enhanced code allocation method for CDMA systems |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1349295B1 (en) * | 2000-02-08 | 2008-08-20 | Alcatel Lucent | A method for setting a transmission quality target value for power control in a mobile radiocommunication system |
ATE334561T1 (en) * | 2000-05-10 | 2006-08-15 | Mitsubishi Electric Inf Tech | METHOD FOR ASSIGNING SECONDARY SYNCHRONIZATION CODES TO A BASE STATION OF A MOBILE COMMUNICATIONS SYSTEM |
US6888814B2 (en) * | 2002-02-20 | 2005-05-03 | Interdigital Technology Corporation | Code allocation based on cross code correlation |
-
2002
- 2002-08-05 US US10/212,986 patent/US6888814B2/en not_active Expired - Fee Related
-
2003
- 2003-02-20 MX MXPA04008178A patent/MXPA04008178A/en active IP Right Grant
- 2003-02-20 TW TW092127595A patent/TW200419993A/en unknown
- 2003-02-20 TW TW095105677A patent/TW200709598A/en unknown
- 2003-02-20 KR KR1020057016181A patent/KR20050090487A/en not_active Ceased
- 2003-02-20 DE DE60312829T patent/DE60312829T2/en not_active Expired - Lifetime
- 2003-02-20 EP EP03713581A patent/EP1476965B1/en not_active Expired - Lifetime
- 2003-02-20 KR KR1020047013030A patent/KR100758189B1/en not_active Expired - Fee Related
- 2003-02-20 AT AT03713581T patent/ATE358399T1/en not_active IP Right Cessation
- 2003-02-20 CA CA002476105A patent/CA2476105A1/en not_active Abandoned
- 2003-02-20 JP JP2003570478A patent/JP2005518703A/en active Pending
- 2003-02-20 IL IL16277303A patent/IL162773A0/en unknown
- 2003-02-20 TW TW092103521A patent/TWI267261B/en not_active IP Right Cessation
- 2003-02-20 CN CNA038042568A patent/CN1636336A/en active Pending
- 2003-02-20 ES ES03713581T patent/ES2282609T3/en not_active Expired - Lifetime
- 2003-02-20 WO PCT/US2003/005237 patent/WO2003071693A2/en active IP Right Grant
- 2003-02-20 AU AU2003217625A patent/AU2003217625B2/en not_active Ceased
- 2003-02-20 KR KR1020067018880A patent/KR20060103476A/en not_active Withdrawn
- 2003-02-20 BR BR0307537-0A patent/BR0307537A/en not_active IP Right Cessation
-
2005
- 2005-04-15 US US11/106,826 patent/US20050180365A1/en not_active Abandoned
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5634199A (en) * | 1993-04-14 | 1997-05-27 | Stanford University | Method of subspace beamforming using adaptive transmitting antennas with feedback |
US20010012280A1 (en) * | 1996-02-29 | 2001-08-09 | Dent Paul W. | Code-reuse partitioning systems and methods for cellular communications |
US6069884A (en) * | 1996-10-01 | 2000-05-30 | Matsushita Electric Industrial Co., Ltd. | Method of communication between a base station and a plurality of mobile unit communication apparatus, a base station, and mobile unit communication apparatus |
US6023462A (en) * | 1997-12-10 | 2000-02-08 | L-3 Communications Corporation | Fixed wireless loop system that ranks non-assigned PN codes to reduce interference |
US6542484B1 (en) * | 1998-05-15 | 2003-04-01 | Telefonaktiebolaget Lm Ericsson (Publ) | Code allocation for radiocommunication systems |
US6370129B1 (en) * | 1999-06-28 | 2002-04-09 | Lucent Technologies, Inc. | High-speed data services using multiple transmit antennas |
US6577671B1 (en) * | 1999-12-29 | 2003-06-10 | Nokia Mobile Phones Limited | Enhanced code allocation method for CDMA systems |
US20020003785A1 (en) * | 2000-06-13 | 2002-01-10 | Alcatel | Method of controlling transmission power in a mobile radio system |
US20020122463A1 (en) * | 2000-06-26 | 2002-09-05 | Daoben Li | Generation of spread-spectrum multiple access codes with zero-correlation windows |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060239371A1 (en) * | 2005-04-22 | 2006-10-26 | Dyer Justin S | Multiple-access code generation |
US7587660B2 (en) | 2005-04-22 | 2009-09-08 | Kansas State University Research Foundation | Multiple-access code generation |
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DE60312829T2 (en) | 2007-12-06 |
US6888814B2 (en) | 2005-05-03 |
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KR100758189B1 (en) | 2007-09-14 |
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TW200709598A (en) | 2007-03-01 |
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