finding the minimum sampling frequency of multi-band signals: an efficient iterative algorithm

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Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm Yuan-Pei Lin, Yi-De Liu, See-May Phoong

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Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm. Yuan-Pei Lin, Yi-De Liu, See-May Phoong. Outline. Problem Formulation Previous Works A New Set of Conditions for Alias-Free Sampling The Proposed Iterative Algorithm Simulations and Comparisons - PowerPoint PPT Presentation

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Page 1: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Yuan-Pei Lin, Yi-De Liu, See-May Phoong

Page 2: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Outline• Problem Formulation

• Previous Works

• A New Set of Conditions for Alias-Free Sampling

• The Proposed Iterative Algorithm

• Simulations and Comparisons

• Conclusion

Page 3: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Problem Formulation

Page 4: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Previous Works:One-bandpass (2 bands) Case

Page 5: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Previous Works

Page 6: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

The Proposed Algorithm

Page 7: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

A New Set of Alias-Free Sampling Conditions

Page 8: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 1

Page 9: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 1 – proof (1)

Page 10: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 1 – proof (2)

Page 11: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 1 – proof (3)

Page 12: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Alias-Free Conditions

Page 13: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 2

Page 14: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 2 – proof (1)

Page 15: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Lemma 2 – proof (2)

Page 16: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Meeting the Alias-Free Sampling Conditions

Page 17: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Proposed Iterative Algorithm

Page 18: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Simulation and Comparison

Page 19: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Simulation and Comparison

Page 20: Finding the Minimum Sampling Frequency of Multi-band Signals: An Efficient Iterative Algorithm

Conclusions