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Publication
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| Research Title |
H-FCD: Hybrid Fuzzy Centroid and DV-Hop Localization Algorithm in Wireless Sensor Networks |
| Date of Distribution |
28 January 2014 |
| Conference |
| Title of the Conference |
Fifth International Conference on Intelligent Systems, Modelling and Simulation |
| Organiser |
UK Simulation Society/Asia Modelling and Simulation Section |
| Conference Place |
Sheraton Hotel |
| Province/State |
Langkawi, Malaysia |
| Conference Date |
27 January 2014 |
| To |
29 January 2014 |
| Proceeding Paper |
| Volume |
2014 |
| Issue |
1 |
| Page |
551-555 |
| Editors/edition/publisher |
IEEE Computer Society's Digital Library (CSDL) |
| Abstract |
A variety of applications for wireless sensor network technology have become practical and available including environment, healthcare, civil, and military, leading to greater interest in both the research and industrial community. Despite several distinctive features, i.e., tiny size and portable, embedded various sensing capability, and cost-effectiveness, among routing and reliability, localization is one of the key challenges. Due to the cost and limitation of additional hardware nodes, a range-free localization scheme based on the absolute point-to-point distance estimation, is promising and is being pursued as a cost-effective approach. Thus, we propose a novel hybrid localization algorithm utilizing distinctive characteristics of centroid-based and DV-Hop-based approaches with a heterogeneous number of reference nodes. In addition, an extra weight derived from a fuzzy logic function using signal intensity is employed. These combinations are Hybrid Fuzzy Centroid and DV-Hop Localization leading to outstanding performance in terms of location error reduction when compared to other state-of-the-art range-free localization schemes. |
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| Peer Review Status |
มีผู้ประเมินอิสระ |
| Level of Conference |
นานาชาติ |
| Type of Proceeding |
Full paper |
| Type of Presentation |
Oral |
| Part of thesis |
true |
| Presentation awarding |
false |
| Attach file |
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| Citation |
0
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Journal Publication
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