Title :
A low-complexity sound recording system for elderly security in home-care system
Author :
Chung-Hsien Chang ; Po-Chuan Lin ; Yu-Hao Chiu ; Jhing-Fa Wang ; Ta-Wen Kuan
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
This work presents a sound recording system for elderly security with low-complexity computation. To reduce the time complexity, the proposed system utilizes the discrete wavelet transform (DWT) with only multiplication to replace the traditional modified discrete cosine transform (MDCT). Such a transform can effectively reduce the computational time of proposed system. For recording the zeroes of the wavelet coefficients, an efficient zero recording algorithm is proposed. The proposed algorithm uses different encoding mode and corresponding bit data structure to further improve compression performance. The experimental results show that the proposed system can achieve about 33-fold improvement of the computation speed compared with the baseline, with also the similar rate-distortion performance. Such results indicate that the proposed system is superior to the baseline work to further be applied in low-end sound recording device for home-care services.
Keywords :
audio coding; computational complexity; data compression; data structures; discrete wavelet transforms; geriatrics; health care; patient care; security; 33-fold computation speed improvement; DWT; bit data structure; compression performance improvement; computational time reduction; discrete wavelet transform; elderly security; encoding mode; home-care system; low-complexity computation; low-complexity sound recording system; low-end sound recording device; rate-distortion performance; time complexity reduction; wavelet coefficients; zero recording algorithm; Audio compression; Data structures; Decoding; Discrete wavelet transforms; Encoding; Senior citizens; Wavelet coefficients; Sound recording system; elderly security; low complexity; wavelet transform;
Conference_Titel :
Orange Technologies (ICOT), 2014 IEEE International Conference on
Conference_Location :
Xian
DOI :
10.1109/ICOT.2014.6956630