Title :
COD: A Cooperative Cell Outage Detection Architecture for Self-Organizing Femtocell Networks
Author :
Wei Wang ; Qing Liao ; Qian Zhang
Author_Institution :
Dept. of Comput. Sci. & Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
The vision of Self-Organizing Networks (SON) has been drawing considerable attention as a major axis for the development of future networks. As an essential functionality in SON, cell outage detection is developed to autonomously detect macrocells or femtocells that are inoperative and unable to provide service. Previous cell outage detection approaches have mainly focused on macrocells while the outage issue in the emerging femtocell networks is less discussed. However, due to the two-tier macro-femto network architecture and the small coverage nature of femtocells, it is challenging to enable outage detection functionality in femtocell networks. Based on the observation that spatial correlations among users can be extracted to cope with these challenges, this paper proposes a Cooperative femtocell Outage Detection (COD) architecture which consists of a trigger stage and a detection stage. In the trigger stage, we design a trigger mechanism that leverages correlation information extracted through collaborative filtering to efficiently trigger the detection procedure without inter-cell communications. In the detection stage, to improve detection accuracy, we introduce a sequential cooperative detection rule to process spatially and temporally correlated user statistics. Numerical studies for a variety of femtocell deployments and configurations demonstrate that COD outperforms the existing scheme in both communication overhead and detection accuracy.
Keywords :
collaborative filtering; cooperative communication; femtocellular radio; signal detection; statistical analysis; COD architecture; SON; collaborative filtering; communication overhead; cooperative cell outage detection architecture; correlation information; inter-cell communications; macrocell detection; self-organizing femtocell networks; sequential cooperative detection rule; spatial correlated user statistics; spatial correlations; temporal correlated user statistics; trigger stage mechanism; two-tier macro-femto network architecture; Computer architecture; Correlation; Fading; Femtocell networks; Handover; Macrocell networks; Microprocessors; Cell Outage Detection; Femtocell; Self-Organizing Networks; cell outage detection; self-organizing networks;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2360865