Quorum-Based Asynchronous Power-Saving Protocols for IEEE 802.11 Ad Hoc Networks

Quorum-Based Asynchronous Power-Saving Protocols for

IEEE 802.11 Ad Hoc Networks

Presented by

Jehn-Ruey Jiang

Department of Computer Science and Information Engineering

National Central University

To Rest, to Go Far!

Outline IEEE 802.11 Ad hoc Network Power Saving Problem Asynchronous Quorum-based PS Protocols Optimal Asyn. Quorum-Based PS Protocols Analysis and Simulation Conclusion


IEEE 802.11 Overview

Approved by IEEE in 1997

Extensions approved in 1999 (High Rate)

Standard for Wireless Local Area Networks ( WLAN )

IEEE 802.11 Family(1/2)

802.11a (1999)(WiFi5):6 to 54 Mbps in the 5 GHz band

802.11b (1999)(WiFi, Wireless Fidelity):5.5 and 11 Mbps in the 2.4 GHz band

802.11g (2001):54 Mbps in the 2.4 GHz band

802.11n (2006)(MIMO):160 Mbps in the 2.4 and the 5 GHz bands

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

Infrastructure vs Ad-hoc Modesinfrastructure network

ad-hoc network

APAP

AP

wired network

ad-hoc network

Multi-hop ad hoc network

Ad hoc Network (1/3)

A collection of wireless mobile hosts forming a temporary network without the aid of established infrastructure or centralized administration(by D. B. Johnson et al.)

Also called MANET (Mobile Ad hoc Network)(by Internet Society IETF)


Single-Hop Each node is within each other’s transmission

rangeFully connected

Multi-HopA node reaches another node via a chain of

intermediate nodesNetworks may partition and/or merge


Applications:

Battlefields

Disaster rescue

Spontaneous meetings

Outdoor activities


Power Saving

Battery is a limited resource for portable devices

Battery technology does not progress fast enough

Power saving becomes a critical issue in MANETs, in which devices are all supported by batteries

Solutions to Power Saving

PHY Layer: transmission power controlHuang (ICCCN’01), Ramanathan (INFOCOM’00)

MAC Layer: power mode managementTseng (INFOCOM’02), Chiasserini (WCNC’00)

Network Layer: power-aware routingSingh (ICMCN’98), Ryu (ICC’00)

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?

A

BCD

F E

No!Yes!

Power Mode Management

doze mode vs. active mode Example:

A is sending to BDoes C need to stay awake?

A

B

C

No!It can turn off its radio to save energy!

But it should turn on its radio periodiclally for possible data comm.

Power-Aware Routing

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

Example:

+

–

+

–

+

–

+

–

+

–

+

–

SRCN1 N2

DEST

N4N3

Better!!

Our Focus

Among the three solutions:PHY Layer: transmission power controlMAC Layer: power mode managementNetwork Layer: power-aware routing

IEEE 802.11 PS Mode(2/2)

Environments: Infrastructure (O)

Ad hoc (infrastructureless)Single-hop (O)Multi-hop

IEEE 802.11 PS Mode(1/2)An IEEE 802.11 Card is allowed to turn off its radio to be in the PS mode to save energyPower Consumption:(ORiNOCO IEEE 802.11b PC Gold Card)

Vcc:5V, Speed:11Mbps

PS for 1-hop Ad hoc Networks (1/3)

Host

ATIM Window

Beacon Interval

Power Saving Mode

Beacon Interval Beacon Interval Beacon Interval

Beacon

Time axis is divided into equal-length intervals called beacon intervals

In the beginning of a beacon interval, there is ATIM window, in which hosts should wake up and contend to send a beacon frame with the backoff mechanism for synchronizing clocks


A possible sender also sends ATIM (Ad hoc Traffic Indication Map) message with DCF procedure in the ATIM window to its intended receivers in the PS mode

ATIM demands an ACK. And the pair of hosts receiving ATIM and ATIM-ACK should keep themselves awake for transmitting and receiving data

ATIM Window

ATIM Window


Beacon Interval Beacon Interval

ATIM Window

ATIM Window

Host A

Host B

Beacon

BTA=2, BTB=5

power saving mode

power saving mode

Beacon

ATIM

ACK

active state

data frame

ACK

Target Beacon Transmission Time (TBTT)

No ATIM means no data to send

or to receive

PS: m-hop Ad hoc NetworkProblems:

Clock Synchronizationit is hard due to communication delays and mobility

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

Clock Drift Example

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

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

The blue ones do not know the existence of the red ones, not to

mention the time when they are awake.

The red ones do not know the existence of the blue ones, not to

mention the time when they are awake.

Asynchronous PS Protocols (1/2)

Try to solve the network partitioning problem to achieveNeighbor discoveryWakeup prediction

without synchronizing hosts’ clocks

Asynchronous PS Protocols (2/2)

Three existent asyn. PS protocols: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


Numbering beacon intervals

0 1 2 3

4 5 6 7

8 9 10 11

12 13 14 15

And they are organized

as a n n array

n consecutive beacon intervals are numbered as 0 to n-1

201514131211109876543210 …

Beacon interval

Quorum Intervals (1/4)

Intervals from one row and one column are called

quorum intervals

0 1 2 3

4 5 6 7

8 9 10 11

12 13 14 15

Example:Quorum intervals arenumbered by2, 6, 8, 9, 10, 11, 14


Intervals from one row and one column are called

quorum intervals

0 1 2 3

4 5 6 7

8 9 10 11

12 13 14 15

Example:Quorum intervals arenumbered by0, 1, 2, 3, 5, 9, 13


Any two sets of quorum intervals have two common members

For example:The set of quorum intervals {0, 1, 2, 3, 5, 9, 13} and the set of quorum intervals{2, 6, 8, 9, 10, 11, 14} have two common members:

2 and 915141312

111098

7654

3210


1514131211109876543210

2 151413121110987654310

2 overlapping quorum intervals

Host DHost C

2 151413121110987654310Host D

1514131211109876543210Host C

Even when the beacon interval numbers are not aligned (they are rotated), there are always at least two overlapping quorum intervals

Structure of quorum intervals

Networks Merge Properly

Host A

Host B

A

B

C D

E

F

Host C

Host D

Host E

Host F

ATIM window

Beacon window

Monitor window

Short Summary

There is an asynchronous power-saving protocol that achievesasynchronous neighbor discovery

Hearing beacons twice or more in every n consecutive beacon intervals

wakeup predictionvia a simple quorum concept.

Observation 1

It is a simple grid quorum system [Maekawa 1985] in Tseng’s work.

There are many more complicated quorum systems in the literature of distributed systems:FPP [Maekawa 1985], Tree [Agrawal 1990],

Hierarchical[Kumar 1991], Cohorts [Jiang 1997], Cyclic [Luk 1997], Torus [Lang 1998], etc.

Question: Can these quorum systems be directly applied to solve the power-saving problem in a MANET?

The Answer Is … Not all quorum systems can be used here!

Counter example: { {1}} under {1,2,3}

Only those quorum systems with the rotation closure property can be used!

Observation 2

Smaller quorums are better because they imply lower active ratio (better energy-efficiency)

But quorums cannot be too small less the quorum system does not satisfy the rotation closure property

Question 1: What is the smallest quorum size? Question 2: Is there any quorum systems to have

the smallest quorum size?


What are quorum systems?Quorum system:

a collection of mutually intersecting subsets of a universal set U, where each subset is called a quorumE.G. {{1, 2},{2, 3},{1,3}} is a quorum system

under U={1,2,3}

A quorum system is a collection of sets satisfying the intersection property

Rotation Closure Property (1/3)Definition. Given a non-negative integer i and a quorum H in a quorum system Q under U = {0,…, n1}, we define rotate(H, i) = {j+ijH} (mod n).

E.G. Let H={0,3} be a subset of U={0,…,3}. We have rotate(H, 0)={0, 3}, rotate(H, 1)={1,0}, rotate(H, 2)={2, 1}, rotate(H, 3)={3, 2}

Rotation Closure Property (2/3)

Definition. A quorum system Q under U = {0,…, n1} is said to have the rotation closure property ifG,H Q, i {0,…, n1}: G rotate(H, i) .

Rotation Closure Property (3/3)

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) =

{0,1} {3, 2} =

Closure

Examples of quorum systems

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

Optimal Quorum System (1/2)

Quorum Size Lower Bound for quorum systems satisfying the rotation closure property:k, where k(k-1)+1=n, the cardinality of the universal set, and k-1 is a prime power(k n )

Optimal Quorum System (2/2)

Optimal quorum systemFPP quorum system

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


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

Analysis (2/3)

Analysis (3/3)

Optimal!

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

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

Simulation Metrics

Survival ratioNeighbor discovery timeThroughputAggregate throughput

Simulation Results (1/10)

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

Cyclic quorum systemE-torus quorum system

Always Active


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)

A faster host can be discovered in

shorter time.


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

For the aggregate throughput: C(98)>E(7x74)>AA

For the throughput: AA>E(7x74)>C(98)


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

mean = 10m/sec).


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)


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

mean =10m/sec).


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

10 m/sec).


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

10 m/sec).


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

with mean= 10 m/sec).


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

with mean= 10 m/sec).


Conclusion 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

Publication

ICPP’03 Best Paper Award

ACM Journal on Mobile Networks and Applications

Future work To incorporate the clustering concept into the

design of hybrid (syn. and asyn.) power saving protocols (NSC 93-2213-E-008-046-)

To design more flexible adaptive asyn. power saving protocols with the aid of the expectation quorum system (a novel quorum system which is a general form of probabilistic quorum systems) (93CAISER-中央大學分部計畫 )

To incorporate power saving mode management to wireless sensor networks with comm. and sensing coverage in mind (中大新進教師學術研究經費補助計畫 )

Thanks!

FPP quorum system

Proposed by Maekawa in 1985 For solving distributed mutual exclusion Constructed with a hypergraph

An edge can connect more than 2 vertices FPP:Finite Projective Plane

A hypergraph with each pair of edges having exactly one common vertex

Also a Singer difference set quorum system

FPP quorum system Example

0 1 2

3 4

5

6

A FPP quorum system:{ {0,1,2}, {1,5,6}, {2,3,6}, {0,4,6}, {1,3,4}, {2,4,5}, {0,3,5} }

0

3

5

Torus quorum system

For a tw torus, a quorum contains all elements from some column c, plus w/2 elements, each of which comes from column c+i, i=1.. w/2

171615141312

11109876

543210

One full column

One half column cover in a wrap around manner

{ {1,7,13,8,3,10}, {5,11,17,12,1,14},…}

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 C(8)

E-Torus quorum systemTrunk

Branch

Branch

Branch

Branch

cyclic

cyclic

E(t x w, k)

Documents

Quorum-Based Asynchronous Power-Saving Protocols for IEEE 802.11 Ad Hoc Networks