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Section G.5. REAL FSF TRANSFER FUNCTION

G 5 REAL FSF TRANSFER FUNCTION

The transfer function equation for the real-valued multisection FSF looks a bit strange at first glance, so rather than leaving its derivation as an exercise for the reader, we show the algebraic acrobatics necessary in its development. To preview our approach, we'll start with the transfer function of a multisection complex FSF and define the H(k) gain factors such that all filter poles are in conjugate pairs. This will lead us to real-FSF structures with real-valued coefficients. With that said, we begin with Eq. (7-18)'s transfer function of a guaranteed-stable N-section complex FSF of

Assuming N is even, and breaking Eq. (G-29)'s summation into parts, we can write

Equation G-30

The first two ratios inside the brackets account for the k = 0 and k = N/2 frequency samples. The first summation is associated with the positive frequency range, which is the upper half of the z-plane's unit circle. The second summation is associated with the negative frequency range, the lower half of the unit circle.

To reduce the clutter of our derivation, let's identify the two summations as

Equation G-31

We then combine the summations by changing the indexing of the second summation as

Equation G-32

Putting those ratios over a common denominator and multiplying the denominator factors, and then forcing the H(N–k) gain factors to be complex conjugates of the H(k) gain factors, we write

Equation G-33

where the "*" symbol means conjugation. Defining H(N-k) = H*(k) mandates that all poles will be conjugate pairs and, as we'll see, this condition converts our complex FSF into a real FSF with real-valued coefficients. Plowing forward, because ej2p[N–k]/N = e–j2pN/Ne–j2pk/N = e–j2pk/N, we make that substitution in Eq. (G-33), rearrange the numerator, and combine the factors of z-1 in the denominator to arrive at

Equation G-34

Next we define each complex H(k) in rectangular form with an angle fk, or H(k) = |H(k)|[cos(fk) +jsin(fk)], and H*(k) = |H(k)|[cos(fk) –jsin(fk)]. Realizing that the imaginary parts of the sum cancel so that H(k) + H*(k) = 2|H(k)|cos(fk) allows us to write

Equation G-35

Recalling Euler's identity, 2cos(a) = eja + e–ja, and combining the |H(k)| factors leads to the final form of our summation:

Equation G-36

Substituting Eq. (G-36) for the two summations in Eq. (G-30), we conclude with the desired transfer function

Equation G-37

where the subscript "real" means a real-valued multisection FSF.

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Chapter One. Discrete Sequences and Systems

Chapter Two. Periodic Sampling

Chapter Three. The Discrete Fourier Transform

Chapter Four. The Fast Fourier Transform

Chapter Five. Finite Impulse Response Filters

Chapter Six. Infinite Impulse Response Filters

Chapter Seven. Specialized Lowpass FIR Filters

Chapter Eight. Quadrature Signals

Chapter Nine. The Discrete Hilbert Transform

Chapter Ten. Sample Rate Conversion

Chapter Eleven. Signal Averaging

Chapter Twelve. Digital Data Formats and Their Effects

Chapter Thirteen. Digital Signal Processing Tricks

Appendix A. The Arithmetic of Complex Numbers

Appendix B. Closed Form of a Geometric Series

Appendix C. Time Reversal and the DFT

Appendix D. Mean, Variance, and Standard Deviation

Appendix E. Decibels (dB and dBm)

Appendix F. Digital Filter Terminology

Appendix G. Frequency Sampling Filter Derivations

Appendix H. Frequency Sampling Filter Design Tables

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Understanding Digital Signal Processing
Understanding Digital Signal Processing (2nd Edition)
ISBN: 0131089897
EAN: 2147483647
Year: 2004
Pages: 183
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