Title :
Power & throughput optimized lifting architecture for Wavelet Packet Transform
Author :
Ahmad, Mohiuddin ; Kamboh, Awais Mehmood ; Hafiz, Rakibul
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci. (SEECS), Nat. Univ. of Sci. & Technol. (NUST), Islamabad, Pakistan
Abstract :
This paper presents area-power efficient architectures for the lifting based Wavelet Packet Transform (WPT). Using Daubechies 6 as an example, three different approaches to the lifting scheme implementation are optimized. For higher level decompositions, a novel Fibonacci based technique to optimally compute the number of processing elements per level is presented. Comparisons between FPGA implementations of various architectures show a throughput-to-power ratio improvement of 62% over previously implemented WPT architectures. The architecture consumes a smaller area, while consuming a dynamic power of 46 mW at a maximum throughput of 342 Mbits/sec per level.
Keywords :
Fibonacci sequences; field programmable gate arrays; filtering theory; low-power electronics; wavelet transforms; FPGA implementation; Fibonacci based technique; WPT architecture; bit rate 342 Mbit/s; field programmable gate array; power 46 mW; throughput optimized lifting architecture; wavelet packet transform; Adders; Clocks; Computer architecture; Discrete wavelet transforms; Finite impulse response filters; Hardware; Throughput;
Conference_Titel :
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location :
Melbourne VIC
Print_ISBN :
978-1-4799-3431-7
DOI :
10.1109/ISCAS.2014.6865607