@inproceedings{014dfbfd6e204216879f9ebe0e046e33,
title = "Secrecy-oriented adaptive clustering scheme in device-to-device communications",
abstract = "This paper proposes a novel clustering scheme by considering both physical and social relationships among handheld terminals in device-to-device (D2D) communications. As social network activities grows explosively, social trust among mobile users based on their daily interactions has had an increasingly significant effect on behaviors and secrecy of D2D cluster communications. We modify the well-known Kmeans algorithm to characterize the formation of our D2D clusters by taking both physical distance and social trust among nodes into account. Numerical results demonstrate the advantages of our proposed scheme over other existing schemes in terms of system secrecy contribution.",
keywords = "Clustering, Device-to-Device communication, K-means algorithm, Social trust",
author = "Luke Zhang and Li Wang and Xiaojiang Du",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 10th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2015 ; Conference date: 10-08-2015 Through 12-08-2015",
year = "2015",
doi = "10.1007/978-3-319-21837-3_71",
language = "English",
isbn = "9783319218366",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "725--734",
editor = "Kuai Xu and Haojin Zhu",
booktitle = "Wireless Algorithms, Systems, and Applications - 10th International Conference, WASA 2015, Proceedings",
}