Title :
An MPC-based nonlinear quantizer for bit rate constrained networked control problems with application to inner loop power control in WCDMA
Author :
Cea, Mauricio G. ; Goodwin, Graham C.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Newcastle, Newcastle, NSW, Australia
Abstract :
Bit rate constraints are a major stumbling block in Networked Control. Despite several techniques to improve performance, such as encoder-decoder design, the achieved performance is typically poor when only a few bits are available. This problem appears explicitly in Universal Mobile Telecommunications Systems (UMTS) where the control channel in WCDMA is implemented with a 1-bit constraint. In this paper we propose a new approach to this problem. Instead of focusing on the design of an encoder-decoder system for inner loop power control, we change the paradigm and, instead, focus on the design of an MPC-based controller for a fixed nonlinear decoder. We present simulations showing that the new scheme offer s significant performance advantages relative to existing algorithms.
Keywords :
3G mobile communication; channel coding; code division multiple access; distributed parameter systems; networked control systems; nonlinear control systems; power control; predictive control; quantisation (signal); telecommunication control; wireless channels; MPC-based nonlinear quantizer; UMTS; WCDMA; bit rate constrained networked control problems; encoder-decoder design; fixed nonlinear decoder; inner loop power control; performance improvement; universal mobile telecommunications systems; Cost function; Decoding; Fading; Interference; Oscillators; Power control; Steady-state;
Conference_Titel :
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4577-1475-7
DOI :
10.1109/ICCA.2011.6137991