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Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

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Page 1: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Asynchronous Power-Saving Protocols via Quorum Systems for

IEEE 802.11 Ad Hoc Networks

Jehn-Ruey Jiang

Hsuan-Chuang University

Page 2: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

To Rest, to Go Far!

Page 3: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 4: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 5: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11

Approved by IEEE in 1997

Extensions approved in 1999

Standard for Wireless Local Area Networks ( WLAN )

Page 6: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 Family(1/2)

802.11a:6 to 54 Mbps in the 5 GHz band

802.11b (WiFi, Wireless Fidelity):5.5 and 11 Mbps in the 2.4 GHz band

802.11g:54 Mbps in the 2.4 GHz band

Page 7: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 Family(2/2) 802.11c: support for 802.11 frames 802.11d: new support for 802.11 frames 802.11e: QoS enhancement in MAC 802.11f: Inter Access Point Protocol 802.11h: channel selection and power control 802.11i: security enhancement in MAC 802.11j: 5 GHz globalization

Page 8: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 MarketSource: Cahners In-Stat

($ Million)

Page 9: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 Components

Station (STA) - Mobile hostAccess Point (AP) - Stations are

connected to access points.Basic Service Set (BSS) - Stations and

the AP within the same radio coverage form a BSS.

Extended Service Set (ESS) - Several BSSs connected through APs form an ESS.

Page 10: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Infrastructure vs Ad-hoc Modesinfrastructure network

ad-hoc network

APAP

AP

wired network

ad-hoc network

Multi-hop ad hoc network

Page 11: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Ad hoc Networks

Ad hoc: formed, arranged, or done (often temporarily) for a particular purpose only

Mobile Ad Hoc Network (MANET):A collection of wireless mobile hosts forming a temporary network without the aid of established infrastructure or centralized administration

Page 12: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Applications of MANETs

Battlefields

Disaster rescue

Spontaneous meetings

Outdoor activities

Page 13: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Single-Hop vs Multi-Hop

Single-HopEach node is within each other’s transmission

rangeFully connected

Multi-HopA node reaches other nodes via a chain of

intermediate nodesNetworks may partition and/or merge

Page 14: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 15: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Power Saving - Overview

Battery is a limited resource for portable devices

Power saving becoming a very hot topic is wireless communication

Solutions:PHY: transmission power controlMAC: power mode managementNetwork Layer: power-aware routing

Page 16: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Transmission Power Control

Tuning transmission energy for higher channel reuse

Example:A is sending to B (based on IEEE 802.11)Can (C, D) and (E, F) join?

Source: Prof. Tseng

Page 17: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Power Mode Management

doze mode vs. active mode example:

A is sending to BDoes C need to stay awake?

Source: Prof. Tseng

Page 18: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Power-Aware Routing

Routing in an ad hoc network with energy-saving (prolonging network lifetime) in mind

Example:

Source: Prof. Tseng

+

+

+

+

+

+

SRCN1 N2

DEST

N4N3

Page 19: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 PS Mode(1/2)

Power Consumption: (ORiNOCO IEEE 802.11b PC Gold Card)

Vcc:5V, Speed:11Mbps

Page 20: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

IEEE 802.11 PS Mode(2/2)

Environments: Infrastructure

Ad hoc (infrastructureless)Single-hopMulti-hop

Page 21: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: Infrastructure (1/3) Clock synchronization is required (via TSF)

The AP is responsible for generating beacons each of which contains a valid time stamp

If the channel is in use, defer beacon transmission until it is free

Page 22: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: Infrastructure (2/3) A host always notifies AP its mode A PS host periodically wakes up to listen to

beacons AP keeps a PS host awake by sending

”traffic indication map (TIM)”in a beacon for unicast data

AP keeps all PS hosts awake by sending”delivery traffic indication map (DTIM)”in a beacon for broadcast data

Page 23: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: Infrastructure (3/3)

Page 24: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS : 1-hop Ad hoc Network (1/2)

Beacon Interval Beacon Interval

ATIM Window

ATIM Window

Host A

Host B

Beacon

BTA=2, BTB=5

power saving state

power saving state

Beacon

ATIM

ACK

active state

data frame

ACK

Source: Prof. Tseng

Page 25: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: 1-hop Ad hoc Network (2/2)

ATIM

ACK

Data Frame

ACK

Host A

Host B

ATIM Window

Beacon Interval

Power Saving Mode

Beacon Interval Beacon Interval Beacon Interval

Beacon

Host C

ATIM

ACK

Data Frame

ACK

Beacon

Beacon

Beacon

Target Beacon Transmission Time (TBTT)

Page 26: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: m-hop Ad hoc Network (1/3)

Problems:Clock Synchronization is hard

due to communication delays and mobility

Network Partitionunsynchronized hosts with different wakeup times may not recognize each other

Page 27: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Clock Drift Example

Max. clock drift for IEEE 802.11 TSF (200 DSSS nodes, 11Mbps, aBP=0.1s)

Page 28: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Network-Partitioning Example

Host A

Host B

A

B

C

D

E

F

Host C

Host D

Host E

Host F

ATIM window

Network Partition

Source: Prof. Tseng

Page 29: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: m-hop Ad hoc Network (3/2)

Solution:Not to synchronize hosts’ clocks

But to achieveWakeup predictionNeighbor discovery

Page 30: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

PS: m-hop Ad hoc Network (3/3)

Three asyn. solutions:Dominating-Awake-IntervalPeriodical-Fully-Awake-IntervalQuorum-BasedRef:

“Power-Saving Protocols for IEEE 802.11-BasedMulti-Hop Ad Hoc Networks,”Yu-Chee Tseng, Chih-Shun Hsu and Ten-Yueng HsiehInfoCom’2002

Page 31: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 32: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Quorum-based PS Protocol

Page 33: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Quorum interval

Page 34: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Touchdown

A PS host’s beacon can be heard twice or more for every n consecutive beacon intervals, which in turn solvesWakeup predictionNeighbor discovery

Page 35: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Observation

A quorum system may be translated to a power-saving protocol, whose power-consumption is proportional to the quorum size.

Page 36: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Questions Can any quorum system be translated to

an asyn. PS protocol?

NO!

Which can be?

Those with the Rotation Closure Property !!

Page 37: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 38: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Contributions

Propose the rotation closure property

Propose the lower bound of the quorum size

Propose a novel quorum systems to be translated to an adaptive PS protocol

Page 39: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

What are quorum systems? Quorum:

a subset of universal set UE.G. q1={1, 2} and q2= {2, 3} are quorums under U={1,2,3}

Quorum system: a collection of mutually intersecting quorums

E.G. {{1, 2},{2, 3},{1,3}} is a quorum system under U={1,2,3}

Page 40: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Rotation Closure Property

For example,Q1={{0,1},{0,2},{1,2}} under U={0,1,2}Q2={{0,1},{0,2},{0,3},{1,2,3}} under U={0,1,2,3}

Because {0,1} rotate({0,3},3) =

Page 41: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Examples of quorum systems

Majority quorum system Tree quorum system Hierarchical quorum system Cohorts quorum system ………

Page 42: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Optimal Quorum Size

Optimal quorum size:k, where k(k-1)+1=n and k-1 is a prime power (K n)

Page 43: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Optimal Quorum Systems

Near optimal quorum systemsGrid quorum systemTorus quorum systemCyclic (difference set) quorum system

Optimal quorum systemFPP quorum system

Page 44: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Torus quorum system

Page 45: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Cyclic (difference set) quorum system

Def: A subset D={d1,…,dk} of Zn is called a difference set if for every e0 (mod n), thereexist elements di and djD such that di-dj=e.

{0,1,2,4} is a difference set under Z8

{ {0, 1, 2, 4}, {1, 2, 3, 5}, {2, 3, 4, 6}, {3, 4, 5, 7},{4, 5, 6, 0}, {5, 6, 7, 1}, {6, 7, 0, 2}, {7, 0, 1, 3} }is a cyclic (difference set) quorum system

Page 46: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

FPP quorum system

FPP:Finite Projective Plane

Proposed byMaekawa in 1985

For solving distributed mutual exclusion Constructed with a hypergraph Also a Singer difference set quorum system

Page 47: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

E-Torus quorum system

Page 48: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 49: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Analysis (1/3)

Active Ratio:the number of quorum intervals over n,where n is cardinality of the universal set

neighbor sensibility (NS)the worst-case delay for a PS host to detect the existence of a newly approaching PS host in its neighborhood

Page 50: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Analysis (2/3)

Page 51: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Analysis (3/3)

Page 52: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Model

Area: 1000m x 1000m Speed: 2Mbps Radio radius: 250m Battery energy: 100J. Traffic load: Poisson Dist. , 1~4 routes/s,

each having ten 1k packets Mobility: way-point model (pause time: 20s) Routing protocol: AODV

Page 53: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation ParametersUnicast send 454+1.9 * L

Broadcast send 266+1.9 * L

Unicast receive 356+0.5 * L

Broadcast receive 56+0.5 * L

Idle 843

Doze 27 L: packet length

Unicast packet size 1024 bytes

Broadcast packet size 32 bytes

Beacon window size 4ms

MTIM window size 16ms

Page 54: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Metrics

Survival ratioNeighbor discovery timeThroughputAggregate throughput

Page 55: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (1/10)

0

20

40

60

80

100

120

100 120 140 160 180 200 220 240 260 280 300 320 340

Simulation time (sec)

Surv

ival ra

tio (

%)

C0(98)C20(98)E0(7x14)E20(7x14)AA0AA20

Survival ratio vs. mobility (beacon interval = 100 ms, 100 hosts, traffic load = 1 route/sec).

Page 56: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (2/10)

Neighbor discovery time vs. mobility(beacon interval =100 ms, 100 hosts, traffic load = 1 route/sec).

0

500

1000

1500

2000

2500

3000

0 5 10 15 20

Moving speed (m/sec)

Neig

hb

or

dis

covery

tim

e (

ms)

C(98)

E(7x14)

Page 57: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (3/10)

Throughput vs. mobility(beacon interval = 100 ms, 100 hosts, traffic load = 1 route/sec).

Page 58: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (4/10)

Survival ratio vs. beacon interval length(100 hosts, traffic load = 1 route/sec, moving speed = 0~20 m/sec with

mean = 10m/sec).

Page 59: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (5/10)

Neighbor discovery time vs. beacon interval length(100 hosts, traffic load = 1 route/sec, moving speed = 0~20 m/sec with

mean = 10m/sec).

0

2000

4000

6000

8000

10000

12000

14000

16000

100 200 300 400

Beacon interval (ms)

Nei

ghbor disco

ver

y tim

e (m

s)

C(98)

E(7x14)

Page 60: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (6/10)

Throughput vs. beacon interval length(100 hosts, traffic load = 1 route/sec, moving speed = 0~20 m/sec with

mean =10m/sec).

Page 61: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (7/10)

Survival ratio vs. traffic load(beacon interval = 100 ms, 100 hosts, mobility = 0~20 m/sec with mean =

10 m/sec).

Page 62: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (8/10)

Throughput vs. traffic load(beacon interval =100 ms, 100 hosts, mobility = 0~20 m/sec with mean =

10 m/sec).

Page 63: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (9/10)

Survival ratio vs. host density(beacon interval = 100ms, traffic load 1 route/sec, mobility = 0~20 m/sec

with mean= 10 m/sec).

Page 64: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Simulation Results (10/10)

Throughput vs. host density (beacon interval = 100ms, traffic load 1 route/sec, mobility = 0~20m/sec

with mean= 10 m/sec).

Page 65: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Outline

IEEE 802.11 Overview Power Saving Issues Asynchronous Quorum-based PS Protocols Optimal AQPS Protocols Analysis and Simulation Conclusion

Page 66: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Conclusion (1/2) Quorum systems with the rotation closure

property can be translated to an asyn. PS protocol.

The active ratio is bounded by 1/ n, where n is the number of a group of consecutive beacon intervals.

Optimal, near optimal and adaptive AQPS protocols save a lot of energy w/o degrading performance significantly

Page 67: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Conclusion (2/2)Future work:

To incorporate AQPS protocols with those demanding accurate neighboring node’s information, e.g., geometric routing protocols

To incorporate quorum system concept to wireless sensor networks

To incorporate quorum system concept to Bluetooth technology

Page 68: Asynchronous Power-Saving Protocols via Quorum Systems for IEEE 802.11 Ad Hoc Networks Jehn-Ruey Jiang Hsuan-Chuang University

Q&A