Title :
Efficient Branch and Bound Approach to Joint Multii-User Power Control and Partial Crosstalk Cancellation in xDSL Systems
Author :
Maesoumi, M. ; Masnadi-Shirazi, M.A.
Author_Institution :
Dept of Elec. Eng., Azad Univ., Tehran, Iran
Abstract :
Partial crosstalk cancellation has been proposed to reduce the online complexity of crosstalk canceller in xDSL systems. Because the crosstalk profile changes over time, there is additional requirement that partial crosstalk cancellation provide a very low pre-processing complexity. Also, a much lower online complexity can be obtained if the multi-user power control and partial crosstalk cancellation problems are solved jointly. Currently, this joint problem is formulated as a constrained optimization problem. However, it suffers from per-tone exhaustive search. This paper presents a solution for this joint problem. The problem is considered as a mixed binary-non-convex problem. Then it is reformulated as a mixed binary-convex problem via a successive linear convex relaxation. Finally it is solved by an efficient branch and bound method. The complexity analysis of our algorithm shows that it provide much lower pre-processing complexity than currently proposed algorithms, allowing it to work efficiently in time-varying crosstalk environment.
Keywords :
crosstalk; digital subscriber lines; interference suppression; optimisation; power control; joint multiuser power control; linear convex relaxation; mixed binary nonconvex problem; partial crosstalk cancellation; pre-processing complexity; time-varying crosstalk environment; xDSL systems; Algorithm design and analysis; Computational complexity; Constraint optimization; Crosstalk; DSL; OFDM modulation; Optimization methods; Power control; Power system modeling; Signal processing; crosstalk; power control;
Conference_Titel :
Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on
Conference_Location :
Dubai
Print_ISBN :
978-1-4244-1235-8
Electronic_ISBN :
978-1-4244-1236-5
DOI :
10.1109/ICSPC.2007.4728405