Title :
Enabling Co-Channel Small-Cell Deployments in SINR-Constraint Networks by Distributed Monitoring of Normalized Network Capacity
Author_Institution :
Bell Labs., Alcatel-Lucent Ltd., Dublin, Ireland
Abstract :
We propose distributed algorithms for real-time monitoring and admission control that allow base stations in heterogeneous wireless cellular networks to dynamically serve mobile users under the constraint of: 1) accommodating all active transmissions in a single shared channel; and 2) guaranteeing a minimum signal-to-interference-plus-noise ratio (SINR) to each served user. In particular, we develop distributed techniques for iterative real-time computation of the spectral radius of an unknown network matrix (often the Perron root of the matrix) that indicates the time-varying limits of power control stability, i.e., the limits of network capacity. Solely locally available information is used as algorithmic input. By drawing a formal analogy with the Google PageRank algorithm, the computations are shown analytically to be exponentially fast and sufficiently accurate for optimal (error-free) stability detection. Numerical simulations of an existing office building demonstrate the applicability of the proposed algorithms to actual UMTS W-CDMA systems characterized by discrete power control with limited step-size.
Keywords :
3G mobile communication; cellular radio; code division multiple access; iterative methods; power control; radiofrequency interference; real-time systems; telecommunication congestion control; Google PageRank algorithm; Perron root; SINR-constraint networks; UMTS W-CDMA systems; active transmissions; admission control; base stations; co-channel small-cell deployments; discrete power control; distributed monitoring; heterogeneous wireless cellular networks; iterative real-time computation; normalized network capacity; numerical simulations; office building; optimal error-free stability detection; power control stability; real-time monitoring; signal-to-interference-plus-noise ratio; single shared channel; spectral radius; time-varying limits; unknown network matrix; Base stations; Eigenvalues and eigenfunctions; Google; Interference; Quality of service; Stability criteria; Vectors; Monitoring; Perron eigenvalue; probing; shared channel access; small cell capacity; spectral radius; stability;
Journal_Title :
Networking, IEEE/ACM Transactions on
DOI :
10.1109/TNET.2013.2280148