• How quantum theory is developing the field of information retrieval

      Song, Dawei; Lalmas, Mounia; Van Rijsbergen, Keith; Frommholz, Ingo; Piwowarski, Benjamin; Wang, Yun; Zhang, Peng; Zuccon, Guido; Bruza, Peter; Arafat, Sachi; et al. (AAAI - Association for the Advancement of Artificial Intelligence, 2010)
      This position paper provides an overview of work conducted and an outlook of future directions within the field of Information Retrieval (IR) that aims to develop novel models, methods and frameworks inspired by Quantum Theory (QT).
    • An interference-aware virtual clustering paradigm for resource management in cognitive femtocell networks

      Tariq, Faisal; Dooley, Laurence S.; Poulton, Adrian S.; Open University (Elsevier, 2014-02)
      Femtocells represent a promising alternative solution for high quality wireless access in indoor scenarios where conventional cellular system coverage can be poor. They are randomly deployed by the end user, so only post-deployment network planning is possible. Furthermore, this uncoordinated deployment creates severe interference to co-located femtocells, especially in dense deployments. This paper presents a new architecture using a generalised virtual cluster femtocell (GVCF) paradigm, which groups together FAP into logical clusters. It guarantees severely interfering and overlapping femtocells are assigned to different clusters. Since each cluster operates on different band of frequencies, the corresponding virtual cluster controller only has to manage its own FAPs, so the overall system complexity is low. The performance of the GVCF algorithm is analysed from both a resource availability and cluster number perspective. Simulation results conclusively corroborate the superior performance of the GVCF model in interference mitigation, particularly in high density FAP scenarios.