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  1. Proceedings of the Second Workshop on Mobile Sensing, Computing and Communication (MSCC '15)
  2. The Enhancement of GSD Algorithm with Data Preprocessing Technique for WSN
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Distributed DOA Estimation Based on Manifold Separation Technique in Mobile Wireless Sensor Networks
Quantify Self-Organized Storage Capacity in Supporting Infrastructure-less Transportation Operation
The Enhancement of GSD Algorithm with Data Preprocessing Technique for WSN
Is My Cheese Moved?: An RF based "X-raying" Method for Trustworthy Item-identification
Radiated Power Scaling Factor and Its Effect on The Secrecy Performance of Multi-user Massive MIMO System
Pillow Talks: Bits Over Communications in WLAN
LIPS: Bring LIght Propagation Selection to Geographic Opportunistic Routing in Strip WSNs
Towards a Sensor-Cloud Infrastructure with Sensor Virtualization
FSNC: Flexible and Scalable Network Coding in Wireless Networks

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The Enhancement of GSD Algorithm with Data Preprocessing Technique for WSN

Content Provider ACM Digital Library
Author Chen, Hainan Wu, Xiaoling Shu, Lei Luo, Dongyang Wang, Yanwen
Abstract As the application scope of wireless sensor network (WSN) grows at an amazing rate, the security issue of WSN is becoming increasingly important. Considering a distinct way to address the security problem rather than using the two most common methods which are data encryption and authentication, in this paper, we enhance an off-the-shelf data clustering based method called GSD by focusing on preprocessing RSSI and LQI data of WSN with sliding window and statistic methods for intrusion detection. Our results show that by preprocessing the RSSI and LQI data with the proposed Moving Average Variance method, GSD algorithm performs better in intrusion detection for WSNs.
Starting Page 31
Ending Page 34
Page Count 4
File Format PDF
ISBN 9781450335188
DOI 10.1145/2757743.2757751
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-06-22
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Wsn Lqi Intrusion detection Gsd
Content Type Text
Resource Type Article
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