retrieval-guaranteed location-aware information brokerage scheme in 3d wireless ad hoc networks

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Retrieval-Guaranteed Location-Aware Information Brokerage Scheme in 3D Wireless Ad Hoc Networks

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Retrieval-Guaranteed Location-Aware Information Brokerage Scheme in 3D Wireless Ad Hoc Networks. Outline. Introduction Motivation, related works, and goals Issue discussed in this dissertation Information brokerage scheme with distance sensitivity - PowerPoint PPT Presentation

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Page 1: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Retrieval-Guaranteed Location-Aware Information Brokerage Scheme in 3D Wireless Ad Hoc Networks

Page 2: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Outline Introduction

Motivation, related works, and goals Issue discussed in this dissertation

Information brokerage scheme with distance sensitivity

Information brokerage scheme in 3D wireless ad hoc networks

Simulations Conclusion

2

Page 3: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme

A

B

3

Page 4: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Three types of nodes: Broker Producer Consumer

Distance Sensitivity

Information Brokerage Scheme

A

CB

4

Page 5: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Related Works XYLS FMMS

iMesh Double Rulings

DRACA

A

B

A B

5

Page 6: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Distance Sensitivity in 3D

6

Page 7: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Distance Sensitivity in 3DInformation Brokerage Scheme Distance

sensitivityDimension

FMMS (IEEE ICCCN 2002)

Yes 2D

Double Rulings (IEEE/ACM ToN 2009)

Yes 2D

XYLS (IJCNDS 2008)

Yes 2D

iMesh(IEEE ToC 2009)

Yes 2D

DRACA(IEEE ICC 2009)

Yes 2D

LAIB Yes 3D

A retrieval-guaranteed distance sensitive information brokerage scheme in 3D wireless ad hoc networks.

7

Page 8: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Issue Discussed in This Dissertation Information brokerage scheme with distance

sensitivity Existing schemes don’t work well in 3D. Achieving distance sensitivity costs lots of

message overhead.

Information brokerage scheme in 3D wireless ad hoc networks The network is not a continuous domain. Each node must finds a same agent node.

8

Page 9: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme with Distance Sensitivity

9

𝐷𝑖𝑠𝑡𝑎𝑛𝑐𝑒=√𝑥 2+𝑦 2+𝑧 2  

Page 10: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme with Distance Sensitivity (LAIB)

X-axis

4

2 6

1 3 5 7

0 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8

1 2 3 4 5 6 7 8

Replication-Retrieval Tree

10

Page 11: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Construction of Replication-Retrieval Tree

4

2 6

1 3 5 7

0 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8

1 2 3 4 5 6 7 8

( 4 , [0,8] )

( 2 , [0,4] ) ( 6 , [4,8] )

( 1 , [0,2] ) ( 3 , [2,4] ) ( 5 , [4,6] ) ( 7 , [6,8] )

( 1 , [0,1] ) ( 2 , [1,2] ) ( 3 , [2,3] ) ( 4 , [3,4] ) ( 5 , [4,5] ) ( 6 , [5,6] ) ( 7 , [6,7] ) ( 8 , [7,8] )

r

α β

,[ , ]2a r a r

,[ , ]2b r r b

,[ , ]r a b

11

Page 12: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

2

1 3

3

6

5

1 20 1 3 4 4 5

5 62 31 2

6

5

4

4

8

6 7 7 8 8 9 9 10

7 8 9 10

7 9

Producer (5,3,3)Consumer

(1,1,1)

Node

X-SET Y-SET Z-SET

12

Page 13: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

2

1 3

3

6

5

1 20 1 3 4 4 5

5 62 31 2

6

5

4

4

8

6 7 7 8 8 9 9 10

7 8 9 10

7 9

Producer (5,3,3)Consumer

(1,1,1)

Node

X-SET Y-SET Z-SET3, 4, 5, 6 13

Page 14: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

3

5

6

65

5410 21

32

43

4

54

1

1 2

3

2

2

4

5

54

4332

3 4

3

1

2

21

1

10

Producer (5,3,3)Consumer

(1,1,1)

(3,2,2) 、 (3,2,3) 、 (3,2,4) 、(3,3,2) 、 (3,3,3) 、 (3,3,4) 、(3,4,2) 、 (3,4,3) 、 (3,4,4) … (6,4,2) 、 (6,4,3) 、 (6,4,4) 、(6,5,2) 、 (6,5,3) 、 (6,5,4)

Node

X-SET Y-SET Z-SET

3, 4, 5, 6

2, 3, 4, 5 2, 3, 4 14

Page 15: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

2

1 3

3

6

5

1 20 1 3 4 4 5

5 62 31 2

6

5

4

4

8

6 7 7 8 8 9 9 10

7 8 9 10

7 9

Producer (5,3,3)Consumer

(1,1,1)

Node

X-SET Y-SET Z-SET

3, 4, 5, 6

2, 3, 4, 5

2, 3, 41, 2, 3, 6

15

Page 16: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

3

5

6

65

5410 21

32

43

4

54

1

1 2

3

2

2

4

5

54

4332

3 4

3

1

2

21

1

10

Producer (5,3,3)Consumer

(1,1,1)

(1,1,1) 、 (1,1,2) 、 (1,2,1) 、(1,2,2) 、 (1,3,1) 、 (1,3,2) … (6,1,1) 、 (6,1,2) 、 (6,2,1) 、(6,2,2) 、 (6,3,1) 、 (6,3,2)

Node

X-SET Y-SET Z-SET

3, 4, 5, 6

2, 3, 4, 5

2, 3, 4

1, 2, 3, 6

1, 2, 3 1, 2

16

Page 17: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

2

1 3

3

6

5

1 20 1 3 4 4 5

5 62 31 2

6

5

4

4

8

6 7 7 8 8 9 9 10

7 8 9 10

7 9

Producer (5,3,3)Consumer

(1,1,1)

Node

X-SET Y-SET Z-SET

3, 4, 5, 6

2, 3, 4, 5

2, 3, 4

1, 2, 3, 6

1, 2, 3 1, 2

17

Page 18: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of LAIB

3

5

6

65

5410 21

32

43

4

54

1

1 2

3

2

2

4

5

54

4332

3 4

3

1

2

21

1

10

Producer (5,3,3)Consumer

(1,1,1)

Node

X-SET Y-SET Z-SET

3, 4, 5, 6

2, 3, 4, 5

2, 3, 4

1, 2, 3, 6

1, 2, 3 1, 2

(3,2,2) 、(3,3,2) 、(6,2,2) 、(6,3,2)

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Page 19: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB Retrieval guarantee Bounded replication message overhead Distance sensitivity

24

5

54

4332

3 4

3

1

2

21

1

10

19

Page 20: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB Retrieval guarantee Bounded replication message overhead Distance sensitivity The expected values of retrieval latency,

replication message overhead, and replication memory overhead.

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Page 21: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB Retrieval guarantee Distance sensitivity Bounded replication message overhead The expected values of retrieval latency,

replication message overhead, and replication memory overhead.

21

24

5

54

4332

3 4

3

1

2

21

1

10

Page 22: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB

22

24

5

54

4332

3 4

3

1

2

21

1

10

Page 23: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB

23

24

5

54

4332

3 4

3

1

2

21

1

10

Page 24: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Properties of LAIB Retrieval guarantee Distance sensitivity Bounded replication message overhead The expected values of retrieval latency,

replication message overhead, and replication memory overhead.

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Page 25: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme in 3D Wireless Ad hoc Networks

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Page 26: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme in 3D Wireless Ad hoc Networks

26

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Information Brokerage Scheme in 3D Wireless Ad hoc Networks

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Information Brokerage Scheme in 3D Wireless Ad hoc Networks

28

Page 29: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Information Brokerage Scheme in 3D Wireless Ad hoc Networks

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Page 30: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Dual Graph

R. Flury and R. Wattenhofer, “Randomized 3D geographic routing,” in IEEE INFOCOM, 2008 30

Page 31: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Dual Graph

31

Page 32: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Dual Graph

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Page 33: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Implementation with Dual Graph

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Page 34: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Implementation with Dual Graph

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Page 35: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Locating the Holes Find the corner of the hole. Collect the information of the hole. Notify the hole information to all nodes on the

boundary of hole.

Page 36: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Simulation• Assumption

Each node has a unique ID Nodes are static Network behaviors are not taken into consideration

• Metrics Replication memory overhead Replication and retrieval message overhead Retrieval latency stretch

• Environment Setup Size of deployed region is fixed Density of networks: 6, 8, 10, 12, 14

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Page 37: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Replication Memory Overhead

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Page 38: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Replication and Retrieval Message Overhead

38

Page 39: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Retrieval Latency Stretch

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Page 40: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Replication Memory Overhead (Voids)

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Replication Message Overhead (Voids)

41

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Retrieval Latency Stretch (Voids)

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Page 43: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Conclusion We proposed the FIRST location-aware

information brokerage scheme with a bounded data retrieval path length and bounded replication and retrieval message overhead costs available for use in 3D wireless ad hoc networks.

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Page 44: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Q&A

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Page 45: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Appendix

Page 46: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Dual Graph

32

h l32l 0.258l R

l

46

Page 47: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of Locating Holes

ah1

h2

47

Page 48: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

48

Example of Locating Holes

a

bh1

h2

c

48

Page 49: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of Locating Holes

a

b

h1

h2

49

Page 50: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of Locating Holes

a

h1

h2

50

Page 51: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

Example of Locating Holes

b

a

h1

h2

51

Page 52: Retrieval-Guaranteed Location-Aware Information Brokerage Scheme  in 3D Wireless Ad Hoc Networks

a is the owner of hole

d

a

h1

h2

b c

e

f

g h

i

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