SystemC Modeling of Adaptive Least Mean Square Filter
In this paper, we demonstrate the adaptive
least-mean-square (LMS) filter modeling using SystemC. SystemC is
a modeling language that allows designer to model both hardware and
software component and makes it possible to design from high level
system of abstraction to low level system of abstraction. We produced
five adaptive least-mean-square filter models that are classed as five
abstraction levels using SystemC proceeding from the abstract model
to the more concrete model.
[1] Micheal Hutson, "Acoustic Echo Cancellation Using Digital Signal
Processing", submitted for the degree of Bachelor Engineering, Nov.
2003
[2] Christian Feldbauer, Franz Pernkopf, and Erhard Rank, "Adaptive
Filters", A Tutorial for the Course Computational Intelligence ,Signal
Processing and Speech Communication Laboratory
[3] J.R.Armstrong and Yuval Ronen, "Modeling With SystemC : A Case
Study"
[4] Xu Ningyi and Zhou Zucheng, "A Methodology for SystemC
Algorithmic Model Verification Applying MATLAB" , ASIC,
2003.Proceedings.International Conference On, volume 1, pp.294-297,
Oct. 2003
[1] Micheal Hutson, "Acoustic Echo Cancellation Using Digital Signal
Processing", submitted for the degree of Bachelor Engineering, Nov.
2003
[2] Christian Feldbauer, Franz Pernkopf, and Erhard Rank, "Adaptive
Filters", A Tutorial for the Course Computational Intelligence ,Signal
Processing and Speech Communication Laboratory
[3] J.R.Armstrong and Yuval Ronen, "Modeling With SystemC : A Case
Study"
[4] Xu Ningyi and Zhou Zucheng, "A Methodology for SystemC
Algorithmic Model Verification Applying MATLAB" , ASIC,
2003.Proceedings.International Conference On, volume 1, pp.294-297,
Oct. 2003
@article{"International Journal of Electrical, Electronic and Communication Sciences:63454", author = "Kyu Han Kim and Soon Kyu Kwon and Heung Sun Yoon and Jong Tae Kim", title = "SystemC Modeling of Adaptive Least Mean Square Filter", abstract = "In this paper, we demonstrate the adaptive
least-mean-square (LMS) filter modeling using SystemC. SystemC is
a modeling language that allows designer to model both hardware and
software component and makes it possible to design from high level
system of abstraction to low level system of abstraction. We produced
five adaptive least-mean-square filter models that are classed as five
abstraction levels using SystemC proceeding from the abstract model
to the more concrete model.", keywords = "Adaptive Filter, Least-Mean-Square Algorithm,SystemC, Transversal Fir Filter.", volume = "7", number = "2", pages = "165-5", }