General Guide to Implement Logarithmic and Exponential Operations on ...
[Pages:8]Application Report
SPRA619 - December 1999
Jason Jiang
General Guide to Implement Logarithmic and Exponential Operations on a Fixed-Point DSP
TI (Shanghai) CAC
ABSTRACT
Modern audio and video compression algorithms usually take the advantage of logarithmic characteristics of human ears and eyes. This approach greatly reduces the redundancy in signals being processed. However, it poses a requirement on fixed-point DSPs to handle these logarithmic and exponential operations. This application report provides a general guide to implement these operations on fixed-point DSPs and sample codes based on Texas Instruments (TITM) TMS320C54x DSP.
Contents 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 2 Implementation of Logarithmic Operation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 3 Implementation of Exponential Operation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 4 Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 5 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
1 Introduction
Modern audio and video compression algorithms usually take the advantage of logarithmic characteristics of human ears and eyes. This approach greatly reduces the redundancy in the original signals. However, when implementing this processing on fixed-point DSPs, there is a requirement to maintain enough SNR without noticeable degradation at the output. For example, the popular MP3 algorithms achieves 12:1 compression ratio with the help of logarithmic processing. The decoding requires the expanding operation:
Xr = is 4/3 * 2 * exp
(1)
where ?85 < exp < 12, 0 ................
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