Title :
Overdemodulation for High-Performance Receivers with Low-Resolution ADC
Author :
Stein, Manuel ; Theiler, Sebastian ; Nossek, Josef A.
Author_Institution :
Inst. for Circuit Theor. & Signal Process., Tech. Univ. Munchen, München, Germany
Abstract :
The design of the analog demodulator for receivers with low-resolution analog-to-digital converters (ADCs) is investigated. For infinite ADC resolution, demodulation to baseband with M=2 orthogonal sinusoidal functions (quadrature demodulation) is an optimum design choice with respect to system performance. For receivers which are restricted to ADCs with low amplitude resolution, we show that this classical approach is suboptimal under an estimation and information theoretic perspective. To this end, we analyze the theoretical channel parameter estimation performance (Fisher information) under an ideal receive situation when forming M>2 analog demodulation channels prior to low-complexity 1-bit ADCs. To demonstrate the impact of overdemodulation for communication problems, we also provide a brief discussion on the achievable transmission rates (Shannon information) with 1-bit quantization of M>2 demodulation channels.
Keywords :
analogue-digital conversion; channel estimation; demodulators; radio receivers; Fisher information; analog demodulation channels; analog demodulator design; channel parameter estimation performance; communication problems; high-performance receivers; infinite ADC resolution; low amplitude resolution; low-complexity ADCs; low-resolution ADC; low-resolution analog-to-digital converters; orthogonal sinusoidal functions; overdemodulation; quadrature demodulation; word length 1 bit; Channel estimation; Demodulation; Estimation; Quantization (signal); Receivers; Signal to noise ratio; 1-bit ADC; Fisher information; Shannon information; channel parameter estimation; demodulation;
Journal_Title :
Wireless Communications Letters, IEEE
DOI :
10.1109/LWC.2015.2388675