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  1. Proceedings of the 5th Workshop on All Things Cellular: Operations, Applications and Challenges (AllThingsCellular '15)
  2. Impact of Indoor-Outdoor Context on Crowdsourcing based Mobile Coverage Analysis
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An In-depth Analysis of 3G Traffic and Performance
MobiScud: A Fast Moving Personal Cloud in the Mobile Network
Core Network Challenges in the 5G Time Frame
Impact of Indoor-Outdoor Context on Crowdsourcing based Mobile Coverage Analysis
Examining TCP Short Flow Performance in Cellular Networks Through Active and Passive Measurements
An Architecture for Energy-aware On-demand Mobile Network Management
Investigating Excessive Delays in Mobile Broadband Networks
Exploring QoE in Cellular Networks: How Much Bandwidth do you Need for Popular Smartphone Apps?
State Space Analysis to Refactor the Mobile Core
MetaPush: Cellular-Friendly Server Push For HTTP/2
On the Interaction between Content Caching and Request Assignment in Cellular Cache Networks

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Impact of Indoor-Outdoor Context on Crowdsourcing based Mobile Coverage Analysis

Content Provider ACM Digital Library
Author Balampekos, Konstantinos Marina, Mahesh K. Radu, Valentin
Abstract We consider the crowdsourcing based mobile cellular network measurement paradigm that is becoming increasingly popular. In particular, we aim to study the impact of user indoor/outdoor environment context at time of measurement. Focusing on signal strength as the measurement metric and using a real large crowdsourced measurement dataset for central London area along with estimated environment state (indoor or outdoor), we show that indoor-outdoor context has a significant impact, suggesting that conflating indoor and outdoor measurements can lead to unreliable results. We validate these observations using a set of diverse and controlled measurements with indoor/outdoor ground truth information. We also discuss some opportunities for future work (e.g., accurate and efficient context detection) relevant to crowdsourced mobile network measurement systems.
Starting Page 45
Ending Page 50
Page Count 6
File Format PDF
ISBN 9781450335386
DOI 10.1145/2785971.2785976
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-08-17
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Indoor-outdoor environment context Cellular coverage Crowdsourced mobile network measurement
Content Type Text
Resource Type Article
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