Title :
Performance Improvements in Sub-Band Coding Using the Proposed ADM
Author :
Sujatha, B.K. ; Satyanarayana, P.S. ; Haribhat, K.N.
Author_Institution :
M S Ramaiah Inst. of Technol., Bangalore, India
fDate :
Nov. 30 2008-Dec. 3 2008
Abstract :
This paper presents a method for improving the signal-to-noise ratio (SNR) of adaptive delta modulators (ADM) with one-bit quantization. An ADM with pre-processed signals is proposed here. For example large variations in the input signal require larger step sizes. If step size is not increased, it leads to slope overload error. The large variations in the input signal are removed /smoothened by a suitable pre-processing method, one of which is using an integrator which can smoothen the rapid changes. The SONG and `improved¿ modified ABATE algorithm is used for the adaptation of step size. A speech coding system based on sub-band coding [1] with the pre-processed signals is also described here (two-channel and four-channel). Simulations have confirmed that the ADM with pre-processing leads to a high dynamic range performance and signal-to-noise ratio (SNR) compared to the conventional ADM.
Keywords :
delta modulation; quantisation (signal); speech coding; ADM; SONG; adaptive delta modulators; modified ABATE algorithm; one-bit quantization; pre-processed signals; signal-to-noise ratio; slope overload error; speech coding system; sub-band coding; Delta modulation; Dynamic range; Educational institutions; Filters; Image coding; Modulation coding; Phase change materials; Pulse modulation; Signal to noise ratio; Speech coding; Adaptive Delta Modulation; Delta Modulation; High Pass filter; Integrator; Subband coding;
Conference_Titel :
Signal Image Technology and Internet Based Systems, 2008. SITIS '08. IEEE International Conference on
Conference_Location :
Bali
Print_ISBN :
978-0-7695-3493-0
DOI :
10.1109/SITIS.2008.80