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Network-assisted resource management for wireless data networks
Xiaoxin Qiu Kapli ChawlaJustin C.-I. Chuang
Nelson SollenbergerJuly, 2001
IEEE Journal on Select Areas in Communications
2
Prolog Next generation Wireless system will
provide packet data based service with low cost and high spectrum efficiency
So, the efficient radio resource management is important!
3
Outline
Introduction Earlier Resource Management
Network-Assisted Resource Management NA-LI-DPA and NA-DPA with Max Throughput
Simulation Results and Analysis System model Compare with RPA
Conclusion
Network-assisted resource management for wireless data networks
Introduction
5
Intro. (1/5) FCA (Fixed Channel Assignment)
A area is partitioned into a number of cells
A number of channels are assign to each cells
Can’t adapt to traffic conditions and user distribution
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Intro. (2/5) DCA (Dynamic Channel
Assignment) The main idea is to evaluate the cost
of using each candidate channel, and select the Min. cost channel
Most DCA algorithms are designed efficient for voice
Reference from IEEE Personal Communication, June 1996
7
Intro. (3/5) DPA (Dynamic Packet Assignment) Algorithm
1.MS looks to the STRONGEST BS. 2.BS broadcasts destination MS IDs and numbers
of packets to be delivered 3.MS scans all DOWNLINK pilots and sends list of
acceptable channels to BS 4.BS assigns channels to all packets and
broadcasts MS IDs, assigned channels 5.BS delivers packets on the assigned channels
and sends pilots.
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Intro. (4/5)
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Intro. (5/5)
Reference from:IEEE J. Select. Area Commum. Aug 1998
Network-assisted resource management for wireless data networks
Network-Assisted Resource Management
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Network-Assisted Least-interference-based DPA (1/2)
Idea: For BS to calculate the SINR Need: channel occupancy and path
loss How to calculate SINR:
P:power Gii和Gji:path loss
Qjk:channel occupancy ni:noise
ijijkji
iii nQPG
PGk)(
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Network-Assisted Least-interference-based DPA (2/2)
A channel with a MAX SINR is assigned to the user
Transmission mode depend on link quality
Optional Enhancement with Mode-0 NA-LI-DPA+ In interference-limited wireless data network
))(1(max
...1ikk
NkBLERRmi
m
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Network-Assisted DPA with MAX throughput (1/3)
Idea: Optimize the overall links Need: channel occupancy and path
loss(2) Throughput:
T: system throughput
A: current resource assignment
uN
i i ATAT1
)()(
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Network-Assisted DPA with MAX throughput (2/3)
Algorithm: 1. 計算現在的 T(A) and A :(resource assignmen
t) 2. 計算 user i 的 Ai ( k ) at channel k
Ai =( ci, mi, P)T(調整 mi後) 3. 計算 T(A⊕Ai(k)) 以求出最好的 throughput
AiOPT = arg (max Ai ( k ) (T(A⊕Ai(k)))
最後的選擇: T(A⊕AiOPT)
15
Network-Assisted DPA with MAX throughput (3/3) 判斷式:
Reassign an existing user: Ex: To different channel Starting assignment = iAA
otherwiseA
ATAATifAAA
opti
optinew
,
)()(,
Network-assisted resource management for wireless data networks
Simulation Results and Analysis
17
System Model Traffic: best-effort
data( downlink) PHY layer: EGPRS-like frame structure Modulation
B-O-QAM (Binary-offset QAM) Q-O-QAM (Quaternary-offset QAM)
Link layer:RLC/MAC sub layer( EGPRS)
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Transmission Mode
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Performance Result (1/4) Average user throughput (1/2)
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Performance Result (2/4) Average user throughput (2/2)
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Performance Result (3/4) Aggregate throughput per site
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Performance Result (4/4) Average number of users per
site
Network-assisted resource management for wireless data networks
Conclusion
24
Conclusion (1/2) FCA 、 DCA 、和 DPA 的介紹 NA-LI-DPA 和 NA-DPA with MAX throughput Idea: 利用 Inter-base signal 來將 resource a
llocation 的負擔從 air interface or terminal 轉移到 Backbone 和 BS
Terminal just calculate path loss SINR 和 channel occupancy 交給 BS
25
Conclusion (2/2) Just for single service ( downlink data ) Advantage:
提升 throughput 和減低 terminal 的負擔 Question:
Power control ? Bandwidth for inter-base signal Integrate voice and data ? Does it suitable for another system?
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