Review of Distributed Arithmetic based Discrete Wavelet Transform

Authors

  • Durgesh Sharma, Dr.Anubhuti khare

Keywords:

1-D Discrete Wavelet Transform (DWT), Distributed Arithmetic (DA), Low Pass Filter, High Pass Filter, Xilinx Simulation

Abstract

Conventional Distributed Arithmetic (DA) is widely used in Field Programmable Gate Array (FPGA) design due to its ability to achieve high speed and regularity through on-chip ROM. In this paper, we present a high-speed, area-efficient 1-D Discrete Wavelet Transform (DWT) using a 9/7 filter based on the DA technique. This architecture eliminates the need for ROM, multiplication, and subtraction, thereby improving area efficiency. Additionally, DA exposes the redundancy in the adder array, which contains only binary entries of 0 and 1. The proposed structure supports any image pixel value size and any level of decomposition, ensuring flexibility in image processing applications. The parallel structure achieves 100% hardware utilization efficiency, making it highly suitable for real-time and resource-constrained systems.

References

S.G. Mallat, “A Theory for Multiresolution Signal Decomposition: The Wavelet Representation”, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, July 1989, pp. 674–693.

M. Alam, C.A. Rahman, G. Jullian, “Efficient distributed arithmetic based DWT architectures for multimedia applications”, Proc. IEEE Workshop on SoC for Real-Time Applications, pp. 333–336, 2003.

X. Cao, Q. Xie, C. Peng, Q. Wang, D. Yu, “An efficient VLSI implementation of distributed architecture for DWT”, Proc. IEEE Workshop on Multimedia and Signal Processing, pp. 364–367, 2006.

Archana Chidanandani, Magdy Bayoumi, “Area-Efficient NEDA Architecture for the 1-D DCT/DST”, ICASSP, 2006.

M. Martina, G. Masera, “Low-complexity, efficient 9/7 wavelet filters VLSI implementation”, IEEE Transactions on Circuits and Systems II: Express Briefs, Vol. 53, No. 11, pp. 1289–1293, Nov. 2006.

M. Martina, G. Masera, “Multiplier less, folded 9/7-5/3 wavelet VLSI architecture”, IEEE Transactions on Circuits and Systems II: Express Briefs, Vol. 54, No. 9, pp. 770–774, Sept. 2007.

Gaurav Tewari, Santu Sardar, K.A. Babu, “High-Speed & Memory Efficient 2-D DWT on Xilinx Spartan3A DSP using scalable Poly-phase Structure with DA for JPEG2000 Standard”, IEEE, 2011.

B.K. Mohanty, P.K. Meher, “Memory Efficient Modular VLSI Architecture for High throughput and Low-Latency Implementation of Multilevel Lifting 2-D DWT”, IEEE Transactions on Signal Processing, Vol. 59, No. 5, May 2011.

B.K. Mohanty, P.K. Meher, “Memory-Efficient High-Speed Convolution-based Generic Structure for Multilevel 2-D DWT”, IEEE Transactions on Circuits and Systems for Video Technology, 2011.

B.K. Mohanty, P.K. Meher, “Efficient Multiplierless Designs for 1-D DWT using 9/7 Filters Based on Distributed Arithmetic”, ISIC, 2009.

Mamatha I., Shikha Tripathi, Sudarshan TSB, “Pipelined Architecture for Filter Bank based 1-D DWT”, 2016 3rd International Conference on Signal Processing and Integrated Networks (SPIN), IEEE, 2016.

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How to Cite

Durgesh Sharma, Dr.Anubhuti khare. (2017). Review of Distributed Arithmetic based Discrete Wavelet Transform. International Journal of Research & Technology, 5(1), 52–55. Retrieved from https://ijrt.org/j/article/view/339

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