1/24 experimental analysis of area localization scheme for sensor networks vijay chandrasekhar 1,...
TRANSCRIPT
![Page 1: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/1.jpg)
1/24
Experimental Analysis of Area Localization Scheme for Sensor Networks
Vijay Chandrasekhar1, Zhi Ang Eu1, Winston K.G. Seah1,2 and Arumugam Pillai Venkatesh2
1Network Technology DepartmentInstitute For Infocomm Research, A*STAR, Singapore
2National University of Singapore
WCNC2007
![Page 2: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/2.jpg)
2/24
Outline
Introduction Related Work Enhancement To Area Localization Scheme Experimental Setup and Results Conclusions
![Page 3: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/3.jpg)
3/24
Introduction
The location information is important for a large wireless sensor network.
To identify the exact location of every sensor may not be feasible or necessary.
![Page 4: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/4.jpg)
4/24
Introduction
Localization algorithm Range based
Add additional hardware (e.g: GPS) Range-free based
Location information can be obtained RSSI Time of arrival or time difference of arrival Angle of arrival measurements
Probabilistic techniques
![Page 5: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/5.jpg)
5/24
Related Work- ALS Algorithm
Q. Yao, S.K. Tan, Y. Ge, B.S. Yeo, Q. Yin, “An Area Localization Scheme for Large Wireless Sensor Networks”,Proceedings of the IEEE 61st Semiannual Vehicular Technology Conference (VTC2005-Spring), May 30 - Jun 1, 2005, Stockholm, Sweden.
![Page 6: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/6.jpg)
6/24
Related Work- ALS Algorithm
There are three types of nodes in ALS Reference nodes Sensor nodes Sinks
![Page 7: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/7.jpg)
7/24
Related Work- ALS Algorithm
Reference nodes Send out beacon signal to help the sensor nodes
construct their signal coordinates. Equipped with GPS or placed in pre-
determined locations.
![Page 8: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/8.jpg)
8/24
Related Work- ALS Algorithm
Sensor nodes Monitor environment. Use a simple signal coordinate to indicate their
information to the sinks. Only knows its own signal coordinate and attac
h this to the data. Example:
<R1,R2,R3,R4>
![Page 9: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/9.jpg)
9/24
Related Work- ALS Algorithm
Sinks Charge of collecting information from sensor
node and then processing the information. Knows the location of all the reference node
and there respective transmitted power level.
![Page 10: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/10.jpg)
10/24
Related Work- ALS Algorithm
A
B C
D
Reference node
Power Level 1
Power Level 2
<1,0,0,0>
<2,0,0,0>
<0,1,0,0>
<2,2,0,0>
![Page 11: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/11.jpg)
11/24
Related Work- ALS Algorithm
![Page 12: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/12.jpg)
12/24
Related Work- ALS Algorithm
Ideal propagation model
ALS only functions in an ideal radio channel.
![Page 13: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/13.jpg)
13/24
Enhancement To ALS
Shadowing Propagation model
![Page 14: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/14.jpg)
14/24
Enhancement To ALS
![Page 15: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/15.jpg)
15/24
Enhancement To ALS
![Page 16: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/16.jpg)
16/24
Enhancement To ALS
Shadow and fading effects ALS did not consider shadowing and fading.
Use overlapping ranges to construct the signal map.
![Page 17: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/17.jpg)
17/24
Experimental Setup and Results Nodes :MicaZ motes Area size:
Indoor 10m x 10m Multi-purpose hall (MPH)
Outdoor 30m x 30m Open field Park
35 Sensors indoor 30 Sensors outdoor 8 reference nodes
![Page 18: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/18.jpg)
18/24
Experimental Setup and Results
The circular ring between radii √(A/π) and 2√(A/π) is defined as the 1-hop neighboring region of the node.
![Page 19: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/19.jpg)
19/24
Experimental Setup and Results
Summary of experimental results
![Page 20: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/20.jpg)
20/24
Experimental Setup and Results
Actual versus Estimated Locations of Sensors (MPH)
![Page 21: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/21.jpg)
21/24
Experimental Setup and Results
Actual versus Estimated Locations of Sensors (Open Field)
![Page 22: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/22.jpg)
22/24
Experimental Setup and Results
Actual versus Estimated Locations of Sensors (Park with obstacles)
![Page 23: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/23.jpg)
23/24
Experimental Setup and Results
![Page 24: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/24.jpg)
24/24
Conclusions
In this paper, they Modified and implemented the ALS algorithm
on a experimental study. ALS is comparable or better than other
implemented localization scheme, and ALS has lower complexity.
Future works They will incorporate routing protocols on ALS
algorithm.
![Page 25: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/25.jpg)
25/24
![Page 26: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/26.jpg)
26/24
![Page 27: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/27.jpg)
27/24
![Page 28: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/28.jpg)
28/24
![Page 29: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/29.jpg)
29/24
![Page 30: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/30.jpg)
30/24
![Page 31: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/31.jpg)
31/24
![Page 32: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/32.jpg)
32/24
![Page 33: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/33.jpg)
33/24
![Page 34: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/34.jpg)
34/24
![Page 35: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/35.jpg)
35/24
![Page 36: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/36.jpg)
36/24
![Page 37: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/37.jpg)
37/24
![Page 38: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/38.jpg)
38/24
![Page 39: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/39.jpg)
39/24
![Page 40: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/40.jpg)
40/24
![Page 41: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/41.jpg)
41/24
![Page 42: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/42.jpg)
42/24
![Page 43: 1/24 Experimental Analysis of Area Localization Scheme for Sensor Networks Vijay Chandrasekhar 1, Zhi Ang Eu 1, Winston K.G. Seah 1,2 and Arumugam Pillai](https://reader036.vdocuments.us/reader036/viewer/2022070415/5697bfd81a28abf838caeef3/html5/thumbnails/43.jpg)
43/24