ameters ---------- N : int The order of the filter. norm : {'phase', 'delay', 'mag'}, optional Frequency normalization: ``phase`` The filter is normalized such that the phase response reaches its midpoint at an angular (e.g., rad/s) cutoff frequency of 1. This happens for both low-pass and high-pass filters, so this is the "phase-matched" case. [6]_ The magnitude response asymptotes are the same as a Butterworth filter of the same order with a cutoff of `Wn`. This is the default, and matches MATLAB's implementation. ``delay`` The filter is normalized such that the group delay in the passband is 1 (e.g., 1 second). This is the "natural" type obtained by solving Bessel polynomials ``mag`` The filter is normalized such that the gain magnitude is -3 dB at angular frequency 1. This is called "frequency normalization" by Bond. [1]_ .. versionadded:: 0.18.0 Returns ------- z : ndarray Zeros of the transfer function. Is always an empty array. p : ndarray Poles of the transfer function. k : scalar Gain of the transfer function. For phase-normalized, this is always 1. See Also -------- bessel : Filter design function using this prototype Notes ----- To find the pole locations, approximate starting points are generated [2]_ for the zeros of the ordinary Bessel polynomial [3]_, then the Aberth-Ehrlich method [4]_ [5]_ is used on the Kv(x) Bessel function to calculate more accurate zeros, and these locations are then inverted about the unit circle. References ---------- .. [1] C.R. Bond, "Bessel Filter Constants", http://www.crbond.com/papers/bsf.pdf .. [2] Campos and Calderon, "Approximate closed-form formulas for the zeros of the Bessel Polynomials", :arXiv:`1105.0957`. .. [3] Thomson, W.E., "Delay Networks having Maximally Flat Frequency Characteristics", Proceedings of the Institution of Electrical Engineers, Part III, November 1949, Vol. 96, No. 44, pp. 487-490. .. [4] Aberth, "Iteration Methods for Finding all Zeros of a Polynomial Simultaneously", Mathematics of Computation, Vol. 27, No. 122, April 1973 .. [5] Ehrlich, "A modified Newton method for polynomials", Communications of the ACM, Vol. 10, Issue 2, pp. 107-108, Feb. 1967, :DOI:`10.1145/363067.363115` .. [6] Miller and Bohn, "A Bessel Filter Crossover, and Its Relation to Others", RaneNote 147, 1998, https://www.ranecommercial.com/legacy/note147.html rî