ICCOPT 2013 Talk, Room 1.7, Wednesday, July 31, 18:00-19:30

 Speaker: Anne Philipp, TU Darmstadt, Germany
 Title: Mixed integer nonlinear models in wireless networks
 Co-authors: Stefan Ulbrich

 Abstract:
Scientific Program

Within the LOEWE Priority Program Cocoon (Cooperative Sensor Communication) the utilization of mixed-integer Nonlinear optimization in wireless telecommunication networks is explored. We focus on applications that can be modeled as (nonconvex) quadratically constrained quadratic problems (QCQP) featuring "on/off" constraints. Solution strategies for solving the underlying QCQPs include the consideration of the semidefinite programming relaxation as well as sequential second-order cone programming, and a local rank reduction heuristic. The "on/off"-constraints are dealt with within a Branch-and-Bound framework. As an interesting application we consider the successive interference cancellation model. We assume a downlink communication system comprising one multi-antenna base station and single-antenna users which have multiuser detection receivers. That is, a receiver is capable of decoding and cancelling an interfering signal before decoding the desired signal, if it is received strongly enough. The goal is to jointly find a transmission strategy at the base station and an interference cancellation order for each receiver which minimizes the total transmission power while insuring signal-to-interference-plus-noise ratio requirements at each user. We conclude by presenting some first numerical results.


 Talk in: Session Wed.D.17 Optimization in practice I
 Cluster: Applications of continuous optimization in science and engineering


 Go to: Wed.D
 Go to: unframed Scientific Program

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