Title :
Multirate crosstalk identification in xDSL systems
Author :
Shi, Yang ; Ding, Feng ; Chen, Tongwen
Author_Institution :
Dept. of Mech. Eng., Saskatchewan Univ., Saskatoon, Sask.
Abstract :
Crosstalk between multiple services transmitting through the same telephone cable is the primary limitation to digital subscriber line (DSL) services. From a spectrum management point of view, it is important to have an accurate map of all the services that generate crosstalk into a given pair. This paper on crosstalk identification is motivated by an important practical consideration: the signals constituting the crosstalk are transmitted at different rates in xDSL systems. Therefore, we here propose to use the "blocking technique," we derive blocked state-space models for multirate xDSL networks, and we set up the mapping relationship between available input and output data. Further, we use the least-squares principle to identify the crosstalk functions, and study the convergence rate and upper bound of the parameter-estimation error. Finally, we illustrate and verify the theoretical findings with simulation examples
Keywords :
crosstalk; digital subscriber lines; least squares approximations; parameter estimation; radio spectrum management; blocked state-space model; blocking technique; convergence rate; digital subscriber line services; least-squares principle; multiple services; multirate crosstalk identification; parameter-estimation error; spectrum management; telephone cable; xDSL systems; Communication cables; Crosstalk; DSL; Frequency; Instruction sets; Modems; Radio spectrum management; Signal processing; Telephony; Upper bound; Crosstalk; digital subscriber line (DSL); multirate identification; multirate xDSL systems;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2006.881380