NDLI: A Multi-Scale Statistical Control Process for Mobility and Interference Identification in IEEE 802.11

Content Provider	Springer Nature Link
Author	Oliveira, Ricardo Rabelo Loureiro, Antônio Alfredo Frery, Alejandro C.
Copyright Year	2008
Abstract	The user centric nature of mobile devices is an important issue for enhancing the user experience in a mobile wireless communication. A strategy for improving such experience consists of applying a resource management focused in providing both the user and the application valuable information about the network context. The communication quality in wireless systems heavily depends on several factors, and adjusting the application and/or alerting the user about the network conditions is an important service when managing this type of devices. The quality perceived by the user depends on the network context, which can be defined as the events that have significant impact on the wireless communication. The identification of the wireless channel behavior is necessary for obtaining a context description. Due to intrinsic features at the wireless signal propagation it is difficult to measure and assess the fundamental wireless network context, e.g., predicting when low quality signal is being caused by interference or fading effects. This work presents a new method for user centric management on IEEE 802.11b/g: a strategy for communication survival, focused in improving the user experience. Our proposal uses a multi-scale control chart approach, MCEWMA – Moving Centerline Exponential Weighted Moving Average, associated with multi-resolution analysis using a wavelet transform.
Starting Page	725
Ending Page	743
Page Count	19
File Format	PDF
ISSN	1383469X
Journal	Mobile Networks and Applications
Volume Number	14
Issue Number	6
e-ISSN	15728153
Language	English
Publisher	Springer US
Publisher Date	2008-12-13
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	IEEE 802.11 statistical control process wavelets mobility interference Business Information Systems Electrical Engineering Computer Communication Networks Communications Engineering, Networks
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Information Systems Hardware and Architecture Software

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