Performance comparison of indoor localization based on RSSI and the simplified MDS-MAP in wireless sensor networks

Seong Ah Jeong; Sooyeob Jeong; Namjeong Lee; Joonhyuk Kang

Performance comparison of indoor localization based on RSSI and the simplified MDS-MAP in wireless sensor networks

Seong Ah Jeong, Sooyeob Jeong, Namjeong Lee, Joonhyuk Kang

School of Advanced Fusion Studies

Korea Advanced Institute of Science and Technology

Research output: Contribution to conference › Paper › peer-review

3 Scopus citations

Abstract

This paper describes accuracy and complexity of received signal strength indicator (RSSI) and multidimensional scaling-map (MDS-MAP) to compare range-based and range-free algorithms. We also propose the modified MDS-MAP to simplify the transformation process to locate the real position based on RSSI instead of using least square (LS) for the transformation process. Ranging error performances of M-RSSl and simplified MDS-MAP are compared by simulation based on the map of the building. Simulation results shows that neither of the two approaches dominates the other.

Original language	English
Pages	194-198
Number of pages	5
State	Published - 2010
Event	Triangle Symposium on Advanced ICT 2010, TriSAI 2010 - Beijing, China Duration: 25 Oct 2010 → 27 Oct 2010

Conference

Conference	Triangle Symposium on Advanced ICT 2010, TriSAI 2010
Country/Territory	China
City	Beijing
Period	25/10/10 → 27/10/10

Cite this

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title = "Performance comparison of indoor localization based on RSSI and the simplified MDS-MAP in wireless sensor networks",

abstract = "This paper describes accuracy and complexity of received signal strength indicator (RSSI) and multidimensional scaling-map (MDS-MAP) to compare range-based and range-free algorithms. We also propose the modified MDS-MAP to simplify the transformation process to locate the real position based on RSSI instead of using least square (LS) for the transformation process. Ranging error performances of M-RSSl and simplified MDS-MAP are compared by simulation based on the map of the building. Simulation results shows that neither of the two approaches dominates the other.",

author = "Jeong, {Seong Ah} and Sooyeob Jeong and Namjeong Lee and Joonhyuk Kang",

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T1 - Performance comparison of indoor localization based on RSSI and the simplified MDS-MAP in wireless sensor networks

AU - Jeong, Seong Ah

AU - Jeong, Sooyeob

AU - Lee, Namjeong

AU - Kang, Joonhyuk

PY - 2010

Y1 - 2010

N2 - This paper describes accuracy and complexity of received signal strength indicator (RSSI) and multidimensional scaling-map (MDS-MAP) to compare range-based and range-free algorithms. We also propose the modified MDS-MAP to simplify the transformation process to locate the real position based on RSSI instead of using least square (LS) for the transformation process. Ranging error performances of M-RSSl and simplified MDS-MAP are compared by simulation based on the map of the building. Simulation results shows that neither of the two approaches dominates the other.

AB - This paper describes accuracy and complexity of received signal strength indicator (RSSI) and multidimensional scaling-map (MDS-MAP) to compare range-based and range-free algorithms. We also propose the modified MDS-MAP to simplify the transformation process to locate the real position based on RSSI instead of using least square (LS) for the transformation process. Ranging error performances of M-RSSl and simplified MDS-MAP are compared by simulation based on the map of the building. Simulation results shows that neither of the two approaches dominates the other.

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M3 - Paper

AN - SCOPUS:84866563420

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T2 - Triangle Symposium on Advanced ICT 2010, TriSAI 2010

Y2 - 25 October 2010 through 27 October 2010

ER -

Performance comparison of indoor localization based on RSSI and the simplified MDS-MAP in wireless sensor networks

Abstract

Conference

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