Title :
Advanced interference calculus - a general framework for interference coordination
Author :
Boche, Holger ; Schubert, Martin
Author_Institution :
Tech. Univ. of Berlin, Berlin
Abstract :
The optimization of interference-coupled multiuser networks is generally complicated by adaptive transmit or receive strategies, which often result in non-convex problem formulations. In the literature, it has been observed that some such problems can be solved by using the theory of interference functions. In this paper we discuss these results within a unifying framework, and we identify key properties which lead to observed convergence behaviors. Among the studied properties, convexity is not the most basic one. Sometimes, globally convergent algorithms can be derived from certain monotonicity and scalability properties alone.
Keywords :
calculus of communicating systems; communication complexity; convergence of numerical methods; convex programming; function approximation; multi-access systems; advanced interference calculus; convergence behaviors; globally convergent algorithms; interference coordination; interference functions theory; interference-coupled multiuser networks; non-convex problem; Algorithm design and analysis; Array signal processing; Calculus; Context; Convergence; Interference; Mobile communication; Robustness; Scalability; Signal processing algorithms;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2007. SPAWC 2007. IEEE 8th Workshop on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4244-0955-6
Electronic_ISBN :
978-1-4244-0955-6
DOI :
10.1109/SPAWC.2007.4401433