Title :
Iterative spectrum balancing for digital subscriber lines
Author :
Cendrillon, Raphael ; Moonen, Marc
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia
Abstract :
Dynamic spectrum management (DSM) is an important technique for mitigating crosstalk in DSL. One of the first DSM algorithms proposed, iterative waterfilling (IW), has a low complexity and demonstrates the spectacular performance gains that are possible. Unfortunately IW tends to be highly sub-optimal in mixed CO/RT deployments and upstream VDSL. Another DSM algorithm, optimal spectrum balancing (OSB), uses a weighted rate-sum to find the theoretically optimal transmit spectra. Unfortunately its complexity scales exponentially with the number of lines in the binder N. Typical binders contain 25-100 lines, for which OSB is intractable. This paper presents a new iterative algorithm for spectrum management in DSL. The algorithm optimizes the weighted rate-sum in an iterative fashion, which leads to a quadratic, rather than exponential, complexity in N. The algorithm is tractable for large N and can be used to optimize entire binders. Simulations show that the algorithm performs very close to the theoretical optimum achieved by OSB.
Keywords :
crosstalk; digital subscriber lines; iterative methods; radio spectrum management; DSM algorithm; IW; OSB; central office-remote terminal; crosstalk mitigation; dynamic spectrum management; iterative waterfilling; mixed CO-RT deployment; optimal spectrum balancing; typical binder; upstream VDSL; very high-speed digital subscriber line; weighted rate-sum; Additive noise; Background noise; Communication systems; Crosstalk; DSL; Information technology; Iterative algorithms; Modems; Performance gain; Radio spectrum management;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1494677