Embodiment
The scheduling mechanism that a plurality of users of the present invention share a wave beam is divided into following two kinds of implementations:
(1) scheme one
As shown in Figure 2, comprise the steps:
Step 210: base station judges that whether user grouping arrives constantly, if arrived, enters step 220; Otherwise enter step 230;
User grouping is periodically to carry out, and when the user grouping cycle arrives, carries out user grouping.
Step 220: divide into groups to user according to all users' of subordinate beam shape-endowing weight value or arrival angle in base station;
Step 230: each user's dispatching priority coefficient is calculated in base station;
Step 240, effective scheduling weights coefficient of each user's group is calculated in base station;
Step 250, base station selects user's group as user's group of current scheduling according to effectively dispatching weights coefficient; For example select effectively to dispatch user's group of weights coefficient maximum as user's group of current scheduling;
Step 260, base station in the user of this current scheduling organizes according to user in user's dispatching priority coefficient dispatch group.
Step 270: base station is calculated scheduled user and organized corresponding beam shape-endowing weight value coefficient;
Step 280: the beam shape-endowing weight value coefficient that base station is used step 270 to generate carries out wave beam forming to user data.
Elaborate each performing step below.
First user grouping scheme is described, comprises based on arriving the user grouping scheme of angle and the user grouping scheme based on weight vector distance.
(1.1) user packet method based on arriving angle
Following two schemes is applied to the scene when base station can obtain arrival angle corresponding to all users that it serves:
(1.1.1) user packet method 1 based on arriving angle
All M users of base station service form a set omega, wherein i (i=1,2 ..., M) individual user is designated as u
i, when base station can obtain the angle of arrival corresponding to each user (DOA:Direction Of Arrival) θ
itime, the threshold value θ of an angle of base station sets
dOA, base station selected all users that meet following criterion form one or more user's group, and all users in each user's group share a downlink wave beam, and wherein concrete step sees below continuous detailed description.
Wherein, f is a function of weighing two angle degrees of closeness, and wherein preferred function is f (θ
i, θ
j)=| θ
i-θ
j|.
(1.1.2) user packet method 2 based on arriving angle
Base station is divided into N part by the corresponding angle scope in the region of serving described in it, and the user that arrival angle is belonged to a angular range is divided in same user's group, specific as follows:
All M users of base station service form a set omega, wherein i (i=1,2 ..., M) individual user is designated as u
i, when base station can obtain the angle of arrival corresponding to each user (DOA:Direction Of Arrival) θ
itime, the region corresponding angle scope (θ that first base station is served it
start, θ
end) being divided into N part, the scope of j part angle is [θ
j, start, θ
j, end), then base station by user i (i=1,2 ..., M) be divided into j (1≤j≤N) group, wherein θ
i∈ [θ
j, start, θ
j, end).
Following proposal is applied to can obtain when base station the scene of beam shape-endowing weight value vector corresponding to all users that it serves:
(1.2) user packet method based on weight vector distance
All M users of base station service form a set omega, wherein i (i=1,2 ..., M) individual user is designated as u
i, the weight vector of corresponding wave beam forming is
If (|| W
i||
2≠ 1, base station is first by W
inormalization), wherein, i=1,2 ..., M.The threshold value D of a weight distance is set in base station first
0, base station selected all users that meet following criterion form one or more user's group, and all users in each user's group share a downlink wave beam, and wherein concrete step sees below continuous detailed description.
D (W wherein
i, W
j) represent two distances between weight vector.
To any two weight vector W
i, W
j, i, j ∈ 1,2 ... M}, between distance can calculate by four kinds of following preferred versions:
Wherein,
W=(w
1,w
2,...,w
n)。
Wherein, user grouping specifically comprises:
A) user, in ungrouped user, is got as reference user in base station; Choose that all and distance reference user in ungrouped user is less than or equal to the user j of threshold value and reference user is common forms user's group, or all and distance reference user is less than or equal to that threshold value and distance are between any two less than or equal to the user j of threshold value and reference user is common forms user's group in the ungrouped user of base station selection; When initial, ungrouped user is all users of base station subordinate;
B) base station repeated execution of steps a) until all use divide into groups per family.
More detailed realization seen Fig. 3, Fig. 4, and Fig. 7, further describes below.
Wherein in the user grouping scheme 1 based on angle and the user grouping scheme based on weights distance, the embodiment 1 of user grouping process as shown in Figure 3, comprising:
Step 310, base station is by current search set omega
fbe initialized as all user's set omega of base station service, Ω
f=Ω;
Step 320, base station is in current search set omega
fin, getting an index is I
iuser
as active user, organize set omega
ireference user; Then calculate Ω
fin other all user j (j=1 ... | Ω
f|, j ≠ I
i) and user
distance
base station selection is all to be met
User j and user
a user of common formation organizes set omega
i, all Ω that belong to
iuser form user's group, share a wave beam; | Ω
f| represent set omega
fin user's number of comprising;
Wherein, when the user grouping scheme based on angle is used in base station,
When the user grouping scheme based on weight vector is used in base station,
Step 330, those all users that formed user group are removed in base station in all service-user set, will be left all not in groups user form current search set omega
f;
Step 340, base station judgement Ω
fwhether be empty set, empty set if, user grouping process finishes, otherwise returns to step 320.
Wherein in the user packet method based on angle 1 and the user packet method based on weights distance, the embodiment of user grouping process, for as shown in Figure 4, comprises;
Step 410, its any two i that serve all M user are calculated in base station, j (i, j ∈ 1,2 ... the distance d M})
i, j, when the user grouping scheme based on angle is used in base station, d
i, j=f (θ
i, θ
j), when the user grouping scheme based on weight vector is used in base station, d
i, j=d (W
i, W
j)
Step 420, base station is by active user's set omega
cbe initialized as all user's set omega of base station service, i.e. Ω
c=Ω, search subscriber set is
k=1;
Step 430, base station is in active user's set omega
cin, getting an index is I
kuser
as the reference user of active user's group, simultaneously
Step 440, base station is by user
meet with every other
And its distance be between any two less than or equal to the user u that the index of Thr is j
jform a user and organize set omega
k;
Wherein, specifically obtain user's set omega
kmethod be to meet
User put into set omega
tempin, from Ω
tempuser (non-user of middle selection
), by Ω
tempin be greater than Thr with this user's distance user reject, the Ω from upgrading
tempin select again a user (different from the user of former selection), by Ω
tempin be greater than Thr with the user's of this new selection distance user reject, the like, finally make Ω
tempin all users distance be between any two less than or equal to Thr, this seasonal Ω
k=Ω
temp.
In another embodiment of the present invention, to Ω
tempwhen middle user rejects, can carry out and finally make Ω
tempin all users distance be between any two less than or equal to Thr, after can selecting one or many to reject, by this Ω
tempas Ω
k.
If | Ω
k|>=2, belong to Ω
kuser form user's group, share a wave beam.
Step 450, base station is by search subscriber set omega
fbe updated to Ω
f=Ω
f∪ Ω
k, active user's set omega
cbe updated to Ω
c=Ω-Ω
f;
Step 460, base station judgement | Ω
c| whether meet and be less than 2, if met, user grouping process finishes, otherwise returns to step 430.
(2) describe the scheduling (Fig. 5) of user's group below in detail
1) all M of a base station calculating subordinate user's dispatching priority coefficient is p
i, wherein i ∈ 1,2 ... M};
2) in N user's group of base station under calculating, each user organizes effective scheduling weights coefficient of j (1≤j≤N):
P
j=f
S(p
s1,p
s2,...,p
sj),
S1 wherein, s2 ... sj represents the index of each user in j user's group, f
sfor weighting function.Wherein preferred function is f
s(p
s1, p
s2..., p
sj)=p
s1+ p
s2+ ... + p
sj, the dispatching priority coefficient that is about to all users in group is added the effective scheduling weights coefficient that obtains user's group.But the invention is not restricted to this, also can use additive method each user's dispatching priority coefficient to be weighted to the effective scheduling weights coefficient that obtains user's group.
3) user's group of base station selected effective scheduling weights coefficient maximum
User's group as current scheduling.
(3) the beam shape-endowing weight value coefficient of user's group
The number of users being scheduled in user's group of base station scheduling is S, and S user shares a wave beam, when base station can obtain beam shape-endowing weight value vector W corresponding to each user
i, i=1,2 ..., during S, the beam shape-endowing weight value coefficient of sharing wave beam is the beam shape-endowing weight value coefficient organized of user by calculating below:
Here, α
i(i=1 ..., S) be nonnegative value, and
Wherein the numerical procedure of α comprises following two kinds:
Method one: minimum distance criterion
If the final wave beam weight of this group is W
bF, it is obtained by formula below:
That is,
Method two: in the shared ratio of the resource of user assignment
Suppose that the resource size that this S user distributes is respectively P
i, total resource size is
The shared resource size ratio of user i is α
i=P
i/ P, here, i=1,2 ..., S.Final beam shape-endowing weight value vector is:
(2) scheme two
As shown in Figure 6, comprise the steps:
Step 610, the dispatching priority coefficient of all service-users is calculated in base station;
Step 620, base station judges whether the user grouping cycle arrive, if arrived, enters step 630; Otherwise enter step 640;
Step 630, base station is according to user's dispatching priority coefficient and beam shape-endowing weight value, or dispatching priority coefficient and arrival angle are to user grouping;
Step 640, effective scheduling weights coefficient of each user's group is calculated in base station;
Step 650, user's group of base station selected effective scheduling weights coefficient maximum is as user's group of current scheduling;
Step 660, base station in this user organizes according to user in user's priority orders dispatched users group;
Step 670, base station is calculated scheduled user and is organized corresponding beam shape-endowing weight value coefficient;
Step 680, the beam shape-endowing weight value coefficient that base station is used step 670 to generate carries out wave beam forming to the user data of user in user's group.
Scheme two except the process of user grouping and scheme one different, other step is identical, scheme two is being divided into groups to user, and during selection reference user, it is that user that priority is the highest is as the reference user of active user's group that dispatching priority coefficient maximum is got in base station.
In user packet method 1 based on angle in scheme two and the user packet method based on weights distance, the embodiment of user grouping process as shown in Figure 7, comprising:
1) base station is by current search set omega
fbe initialized as all user's set omega of base station service, i.e. Ω
f=Ω, i=1;
2) base station is first in current search set omega
fin, getting dispatching priority coefficient maximum is the user that priority is the highest
as the reference user of active user's group, then calculate Ω
fin other all user u
j(j=1 ... | Ω
f|, j ≠ I
i) and user
distance
when the user grouping scheme based on angle is used in base station,
When the user grouping scheme based on weight vector is used in base station,
Base station selection is all to be met
User j and user
a user of common formation organizes set omega
i, all Ω that belong to
iuser form user's group, share a wave beam;
3) those all users that formed user group are removed in base station in all service-user set, will be left all not in groups user form current search set omega
f;
4) base station judgement Ω
fwhether be empty set, empty set if, user grouping process finishes, otherwise repeating step 2).
Also can adopt the method implementation two shown in Fig. 4,, in step 430, base station is in active user's set omega
cin, get the user of dispatching priority coefficient maximum
as the reference user of active user's group, follow-up similar with Fig. 4 step.
That in step 440, mentions in addition, obtains user's set omega
kmethod be to meet
User put into set omega
tempin, from Ω
tempuser (non-user of middle selection
), by Ω
tempin be greater than Thr with this user's distance user reject, the Ω from upgrading
tempin select again a user (different from the user of former selection), by Ω
tempin be greater than Thr with the user's of this new selection distance user reject, the like, finally make Ω
tempin all users distance be between any two less than or equal to Thr, this seasonal Ω
k=Ω
temp.During in the present invention, another is implemented, at Ω
tempin each while selecting user, user that also can selection scheduling priority factor maximum.
The present invention also provides a kind of dispatching device of multi-user shared wave beam in downlink beamforming, comprising:
(1) user grouping module, for according to base station subordinate user's beam shape-endowing weight value or arrive angle to user grouping, obtains one or more user's groups;
(2) scheduler module, for the dispatching priority coefficient of each user in organizing according to user, calculates effective scheduling weights coefficient of user's group, according to effective scheduling weights coefficient, user's group is dispatched, for user organizes Resources allocation; Also for the dispatching priority coefficient of each user in organizing according to user, to organizing interior user, dispatching, is user resource allocation;
(3) wave beam forming module, beam shape-endowing weight value for each user in organizing according to user, calculate the beam shape-endowing weight value coefficient of user's group, the beam shape-endowing weight value coefficient of user's group carries out wave beam forming to the user data of each user in user's group, and in same user's group, each user shares a wave beam.
Described user grouping module comprises:
User grouping unit, for ungrouped user, gets a user as reference user; Choose that all and distance reference user in ungrouped user is less than or equal to the user j of threshold value and reference user is common forms user's group, or all and distance reference user is less than or equal to that threshold value and distance are between any two less than or equal to the user j of threshold value and reference user is common forms user's group in the ungrouped user of base station selection; When initial, ungrouped user is all users of base station subordinate;
, also there is not grouping user for judging whether in judging unit, if there is no, user grouping process finishes, otherwise indicating user grouped element is proceeded grouping.
Wherein, user grouping unit can select the user of dispatching priority coefficient maximum in grouping user not as reference user.
Each module specific implementation is shown in described in embodiment of the method, repeats no more herein.
Specific embodiment 1
The embodiment of the user grouping scheme 1 based on angle in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, i=1,2 ..., 9, the corresponding angle of arrival is θ
1=9 °, θ
2=30 °, θ
3=11 °, θ
4=32 °, θ
5=66 °, θ
6=29 °, θ
7=64 °, θ
8=10 °, θ
9=28.5 °.The threshold value of the angle of backstage configuration is 5 °.
While dividing into groups for the first time, Ω
f={ u
1..., u
9, getting reference user is u
1, the angle of its correspondence is θ
1=9 °.So in set omega
fmiddle search angle meets | θ
i-9 ° | the user of≤5 °, the user that can find first group is Ω
1={ u
1, u
3, u
8.At this moment the remaining user who there is no grouping is Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9can to find second group of user's reference user be u in this set
2, corresponding angle is θ
2=30 °.At Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in search angle meet | θ
i-30 ° | the user of≤5 °, the user that can find second group is Ω
2={ u
2, u
4, u
6, u
9.At this moment the remaining user who there is no grouping is Ω
f={ u
5, u
7.
While dividing into groups for the third time, finding reference user is u
5, corresponding angle is θ
5=66 °, again | θ
7-66 ° |≤5 °, therefore user u
7with user u
5one group.At this moment, ungrouped user's set omega
ffor sky, grouping finishes, and the 3rd group of user is Ω
3={ u
5, u
7.
Specific embodiment 2
The embodiment of the grouping scheme 2 based on angle in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, i=1,2 ..., 9, the corresponding angle of arrival is θ
1=9 °, θ
2=30 °, θ
3=61 °, θ
4=32 °, θ
5=66 °, θ
6=110 °, θ
7=64 °, θ
8=10 °, θ 9=88.5 °.The angular range of this base station service is [0,120], during the configuration of backstage, it is divided into three groups, be respectively [0,40), [40,80), [80,120].In Ω, search for all users, for u
1, due to θ
1=9 ° of ∈ [0,40),, so user 1 belongs to the 1st group.Same user u
2also at the 1st group.After all user searchs are over, belong to [0,40) this group user be Ω
1={ u
1, u
2, u
4, u
8, belong to [40,80) this group user be Ω
2={ u
3, u
5, u
7, belonging to [80,120] this group user is Ω
3={ u
6, u
9.
Specific embodiment 3
Grouping embodiment based on weight distance 1 in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i,, corresponding normalization beam figuration weight is respectively
i=1,2,...,9。The distance threshold value of backstage configuration is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, reference user is u
1, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in to find reference user be u
2, find to meet and find
J ∈ Ω
f, the user of j ≠ 2, can find second group of user is Ω
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, reference user is u
5, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Specific embodiment 4
Grouping embodiment based on weight distance 2 in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i,, corresponding normalization beam figuration weight is respectively
i=1,2,...,9。The distance threshold value of backstage configuration is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, reference user is u
1, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in to find reference user be u
2, find to meet and find
J ∈ Ω
f, it is Ω that the user of j ≠ 2 can find second group of user
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, reference user is u
5, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Specific embodiment 5
Grouping embodiment based on weight distance 3 in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i,, corresponding normalization beam figuration weight is respectively
i=1,2,...,9。The distance threshold value of backstage configuration is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, reference user is u
1, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in to find reference user be u
2, find to meet and find
J ∈ Ω
f, it is Ω that the user of j ≠ 2 can find second group of user
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, reference user is u
5, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Specific embodiment 6
Grouping embodiment based on weight distance 4 in total activation scheme 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, corresponding normalization beam figuration weight is respectively
i=1,2,...,9。The distance threshold value of backstage configuration is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, reference user is u
1, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in to find reference user be u
2, find to meet and find
J ∈ Ω
f, it is Ω that the user of j ≠ 2 can find second group of user
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, reference user is u
5, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Specific embodiment 7
The embodiment of user's group scheduling.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, i=1,2 ..., 9.Use the distance method based on angle or beam forming weight to divide into groups to these 9 users, obtain three groups of users and be respectively: Ω
1={ u
1, u
3, u
8, Ω
2={ u
2, u
4, u
6, u
9, Ω
3={ u
5, u
7.
Calculate the priority factor that each user organizes interior user, wherein, Ω
1={ u
1, u
3, u
8in user's priority factor P
11=0.5, P
12=0.9, P
13=1.1, Ω
2={ u
2, u
4, u
6, u
9in user's priority factor P
21=0.5, P
22=0.7, P
23=0.8, P
24=0.1, Ω
3={ u
5, u
7in user's priority factor P
31=0.3, P
32=0.9.
The priority factor that calculates first group, second group, the 3rd group user's group is
Thereby first group of user can dispatch by override, is secondly second group of user, is the 3rd group of user again.First group of user has been assigned with after a Resource Block, and it is also the priority factor acquisition by each user in group that the resource in this Resource Block is distributed, in three users in first group of user, and u
1priority factor be 0.5, u
3priority factor be 0.9, u
8priority factor be 1.1, so user u
8secondly priority scheduling is user u
3, be finally user u
1.Second group of user's internal schedule order is u successively
6, u
4, u
2, u
9, the 3rd group of user's internal schedule order is u successively
7, u
5.
Specific embodiment 8
User based on minimum range organizes beam forming weight vector and generates embodiment.
User's group of base station current scheduling has three users, is designated as respectively u
1, u
2, u
3, corresponding beam forming weight is respectively W
1, W
2, W
3.Use the method based on minimum range to produce the beam forming weight that this organizes user, its weight is W
bF=(W
1+ W
2+ W
3)/3.
Specific embodiment 9
User based on shared resource ratio organizes beam forming weight vector and generates embodiment.
User's group of base station current scheduling has three users, is designated as respectively u
1, u
2, u
3, corresponding beam forming weight is respectively W
1, W
2, W
3.The shared ratio of resource of its distribution is respectively p
1, p
2, p
3, p
1+ p
2+ p
3=1.Use the method based on shared resource ratio to produce the beam forming weight that this organizes user, its weight is W
bF=p
1w
1+ p
2w
2+ p
3w
3.
Specific embodiment 10
Grouping embodiment based on angle scheme 1 in total activation scheme 2.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, corresponding priority factor is respectively α
i, i=1,2 ..., 9, the user's here call number has sequenced by user's priority factor, has α
1>=α
2>=...>=α
9.The corresponding angle of arrival is θ
1=9 °, θ
2=30 °, θ
3=11 °, θ
4=32 °, θ
5=66 °, θ
6=29 °, θ
7=64 °, θ
8=10 °, θ
9=28.5 °.The threshold value of the angle of backstage configuration is 5 °.
While dividing into groups for the first time, grouping user set is not Ω
f={ u
1..., u
9, find the user u of priority factor maximum
1for reference user, the angle of its correspondence is θ
1=9 °.So in set omega
fmiddle search angle meets | θ
i-9 ° | the user of≤5 °, the user that can find first group is Ω
1={ u
1, u
3, u
8.At this moment the remaining user who there is no grouping is Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9this set can find the user u of priority factor maximum
2, the reference user using it as second group, corresponding angle is θ
2=30 °.At Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in search angle meet | θ
i-30 ° | the user of≤5 °, the user that can find second group is Ω
2={ u
2, u
4, u
6, u
9.At this moment the remaining user who there is no grouping is Ω
f={ u
5, u
7.
While dividing into groups for the third time, find the user u of priority factor maximum
5for reference user, corresponding angle is θ
5=66 °, again | θ
7-66 ° |≤5 °, therefore user u
7with user u
5one group.At this moment, ungrouped user is empty, and grouping finishes, and the 3rd group of user is Ω
3={ u
5, u
7.
Specific embodiment 11
Grouping embodiment based on wave beam forming distance in total activation scheme 2.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i,, corresponding normalization beam figuration weight is respectively
Corresponding priority factor is respectively α
i, i=1,2 ..., 9, the user's here call number has sequenced by user's priority factor, i.e. α
1>=α
2>=...>=α
9.The distance threshold value of backstage configuration is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, find the user u of priority maximum
1for reference user, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in find the user u of priority maximum
2for reference user, find to meet and find
J ∈ Ω
f, it is Ω that the user of j ≠ 2 can find second group of user
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, in find the user u of priority maximum
5for reference user, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Specific embodiment 12
Whole scheduling flow embodiment 1.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, i=1,2 ..., 9, the corresponding angle of arrival is θ
1=9 °, θ
2=30 °, θ
3=11 °, θ
4=32 °, θ
5=66 °, θ
6=29 °, θ
7=64 °, θ
8=10 °, θ
9=28.5 °.The threshold value of setting an angle is 5 °.
While dividing into groups for the first time, Ω
f={ u
1..., u
9, getting reference user is u
1, the angle of its correspondence is θ
1=9 °.So in set omega
f={ u
1..., u
9in search angle meet | θ
i-9 ° | the user of≤5 °, the user that can find first group is Ω
1={ u
1, u
3, u
8, and remaining ungrouped user's set is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9can to find second group of user's reference user be u in this set
2, corresponding angle is θ
2=30 °.At Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in search angle meet | θ
i-30 ° | the user of≤5 °, the user that can find second group is Ω
2={ u
2, u
4, u
6, u
9.At this moment the remaining user who there is no grouping is Ω
f={ u
5, u
7.
While dividing into groups for the third time, finding reference user is u
5, corresponding angle is θ
5=66 °, again | θ
7-66 ° |≤5 °, therefore user u
7with user u
5one group.At this moment, ungrouped user is empty, and grouping finishes, and the 3rd group of user is Ω
3={ u
5, u
7.
Base station is respectively P with the dispatching priority coefficient that equitable proportion algorithm is tried to achieve each user
11=0.2, P
12=0.4, P
13=0.88; P
21=0.5, P
22=0.7, P
23=0.1, P
24=0.2; P
31=0.2, P
32=0.9, can be P in the hope of effective scheduling weights coefficient of first user's group
1=P
11+ P
12+ P
13=1.44; Effective scheduling weights coefficient of second user's group is P
2=P
21+ P
22+ P
23+ P
24=1.5, effective scheduling weights coefficient of third party group is P
2=P
31+ P
32=1.1.Thereby second group of user can dispatch by override, is secondly first group of user, is the 3rd group of user again.Suppose that second group of user has been assigned with after a Resource Block, it is also the dispatching priority coefficient acquisition by each user in group that the resource in this Resource Block is distributed, and the invoked sequencing of user is u
4, u
2, u
9, u
6.First group of invoked order of user's internal user is u
8, u
3, u
1.The 3rd group of invoked order of user's internal user is u
7, u
5.
For first group of user, u
1, u
3, u
8the ratio that the resource of distributing accounts for this group Resource Block is respectively 0.1,0.2,0.7, and its corresponding weights are W
1, W
3, W
8, first group of user's beam shape-endowing weight value coefficient is so
For second group of user, u
2, u
4, u
6, u
9the ratio that the resource of distributing accounts for this group Resource Block is respectively 0.1,0.1,0.2,0.6, and its corresponding weights are W
2, W
4, W
6, W
9, second group of user's beam shape-endowing weight value coefficient is so
For the 3rd group of user, u
5, u
7the ratio that the resource of distributing accounts for this group Resource Block is respectively 0.5,0.5, and its corresponding weights are W
5, W
7, the 3rd group of user's beam shape-endowing weight value coefficient is so
End user is divided into three groups, Ω
1, Ω
2, Ω
3, first second group of user be scheduled, and all with W
bF (2)weights as wave beam forming carry out wave beam forming.Secondly, first group of user is scheduled, and all with W
bF (1)weights as wave beam forming carry out wave beam forming.Finally, the 3rd group of user is scheduled, and all with W
bF (3)weights as wave beam forming carry out wave beam forming.
Specific embodiment 13
Whole scheduling flow embodiment 2.
The user that base station is served below has 9, and its set expression becomes Ω, and user i is designated as u
i, corresponding dispatching priority coefficient is respectively α
i, i=1,2 ..., 9, α
1=0.9, α
2=0.8, α
3=0.7, α
4=0.6, α
5=0.5, α
6=0.4, α
7=0.3, α
8=0.2, α
9=0.1, corresponding normalization beam figuration weight is respectively
i=1,2,...,9。The threshold value of configuration distance is D
0.
While dividing into groups for the first time, ungrouped user's set is Ω
f={ u
1..., u
9, find the user u of priority maximum
1for reference user, the weight of its correspondence is W
1.So in set omega
f={ u
1..., u
9in search beam forming weight distance be less than D
0other user, find
J ∈ Ω
f, j ≠ 1, obtains d (W
1, W
3)≤D
0, d (W
1, W
8)≤D
0, d (W
1, W
i) > D
0, i=2,4,5,6,7,9, the user who finds first group is Ω
1={ u
1, u
3, u
8, and the remaining user's set that there is no grouping is updated to Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9.
While dividing into groups for the second time, at Ω
f={ u
2, u
4, u
5, u
6, u
7, u
9in find the user u of priority maximum
2for reference user, find to meet and find
J ∈ Ω
f, it is Ω that the user of j ≠ 2 can find second group of user
2={ u
2, u
4, u
6, u
9, and the remaining user's set that there is no grouping is updated to Ω
f={ u
5, u
7.
While dividing into groups for the third time, in find the user u of priority maximum
5for reference user, and calculate
At this moment remaining user's set omega
fbe empty set, search finishes, and obtaining the 3rd group of user's set is Ω
3={ u
5, u
7.
Calculate effective scheduling weights coefficient of user's group.P
1=α
1+ α
3+ α
8=0.9+0.7+0.2=1.8, P
2=α
2+ α
4+ α
6+ α
9=0.8+0.6+0.4+0.1=1.9, P
3=α
5+ α
7=0.5+0.3=0.8, thus second group of user can dispatch by override, is secondly first group of user, is the 3rd group of user again.Suppose that first group of user has been assigned with after a Resource Block, it is also the dispatching priority coefficient acquisition by each user in group that the resource in this Resource Block is distributed, and first group is u with indoor dispatching sequence
1, u
3, u
8, second group is u with indoor dispatching sequence
2, u
4, u
6, u
9, the 3rd group is u with indoor user dispatching sequence
5, u
7.
For first group of user, use the beam shape-endowing weight value coefficient that produces user's group by minimal distance principle, first group of user's beam shape-endowing weight value coefficient is so
Second group of user's beam shape-endowing weight value coefficient is
The 3rd group of user's beam shape-endowing weight value coefficient is
End user is divided into three groups, Ω
1, Ω
2, Ω
3.First second group of user be scheduled, and all with W
bF (2)weights as wave beam forming carry out wave beam forming.Secondly, first group of user is scheduled, and all with W
bF (1)weights as wave beam forming carry out wave beam forming.Finally, the 3rd group of user is scheduled, and all with W
bF (3)weights as wave beam forming carry out wave beam forming.