Title :
A design method of delta-sigma data conversion system with pre-filter
Author :
Okajima, Hiroshi ; Honda, Masakazu ; Yoshino, Rei ; Matsunaga, Nobutomo
Author_Institution :
Grad. Sch. of Sci. & Technol., Kumamoto Univ., Kurokami, Japan
Abstract :
AD/DA conversion has become a core technology in digital signal processing. Signal compression is one of the important matters for AD/DA conversion system. Delta-sigma modulator (DSM) is well known as a effective method for encoding analog signals into digital signals. The data conversion systems are composed of the post-filter and the DSM. It is required to satisfy the low quantization noise and the low distortion characteristics by appropriate design of the filter and DSM. In our studies, we proposed a new design method of data conversion system that includes pre-filter, in addition to the traditional data conversion system. To design easier, an evaluation framework of the data conversion system is proposed. Then, a design algorithm based on the evaluation framework is proposed by using particle swarm optimization algorithm. Post and pre-filters are designed towards the original signal, so as to minimize the effect of noise and distortion due to quantization. In this paper, we verify the AD/DA systems with post and pre-filters by using the voice signal compression system. We evaluate the effectiveness by the simulation.
Keywords :
filtering theory; particle swarm optimisation; quantisation (signal); signal denoising; AD-DA conversion; DSM; analogue-to-digital conversion; delta-sigma data conversion system; delta-sigma modulator; design algorithm; digital signal processing; digital-to-analogue conversion; distortion characteristics; evaluation framework; filter design; particle swarm optimization algorithm; quantization noise; signal encoding; voice signal compression system; Algorithm design and analysis; Cutoff frequency; Data conversion; Distortion; Noise; Passband; Quantization (signal); AD/DA converter; Data compression; Delta-Sigma modulator; Noise reduction;
Conference_Titel :
SICE Annual Conference (SICE), 2014 Proceedings of the
Conference_Location :
Sapporo
DOI :
10.1109/SICE.2014.6935272