One strategy does not serve all: tailoring wireless transmission strategies to user profiles

  • Authors:
  • Shailendra Singh;Karthikeyan Sundaresan;Amir Khojastepour;Sampath Rangarajan;Srikanth V. Krishnamurthy

  • Affiliations:
  • University of California, Riverside;NEC Laboratories America Inc.;NEC Laboratories America Inc.;NEC Laboratories America Inc.;University of California, Riverside

  • Venue:
  • Proceedings of the 11th ACM Workshop on Hot Topics in Networks
  • Year:
  • 2012

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Abstract

The proliferation of smartphones and tablet devices is changing the landscape of user connectivity and data access from predominantly static users to a mix of static and mobile users. While significant advances have been made in wireless transmission strategies (e.g., network MIMO) to meet the increased demand for capacity, such strategies primarily cater to static users. To cope with growing heterogeneity in data access, it is critical to identify and optimize strategies that can cater to users of various profiles to maximize system performance and more importantly, improve users' quality of experience. Towards this goal, we first show that users can be profiled into three distinct categories based on their data access (mobility) and channel coherence characteristics. Then, with real-world experiments, we show that the strategy that best serves users in these categories varies distinctly from one profile to another and belongs to the class of strategies that emphasize either multiplexing (eg., netMIMO), diversity (eg., distributed antenna systems) or reuse (eg., conventional CSMA). Two key challenges remain in translating these inferences to a practical system, namely: (i) how to profile users, and (ii) how to combine strategies to communicate with users of different profiles simultaneously. In addressing these challenges, we present the initial design of TRINITY - a practical system that effectively caters to a heterogeneous set of users spanning multiple profiles simultaneously.