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Impedance parameters

Impedance parameters, commonly referred to as Z-parameters, are a fundamental set of four linear electrical parameters that characterize the behavior of a two-port network by relating the total voltages at its input and output ports to the currents entering those ports under open-circuit conditions at the opposite port.^[1]^[2] These parameters are particularly useful in analyzing passive and active circuits where voltage-current relationships need to be modeled precisely, such as in amplifiers, filters, and transmission lines.^[1] In electrical engineering, Z-parameters provide a framework for simplifying complex network interactions by expressing them in matrix form, enabling straightforward calculations for network performance.^[2] The Z-parameters are defined through the following voltage-current relationships for a two-port network:

\begin{bmatrix} V_1 \\ V_2 \end{bmatrix} = \begin{bmatrix} Z_{11} & Z_{12} \\ Z_{21} & Z_{22} \end{bmatrix} \begin{bmatrix} I_1 \\ I_2 \end{bmatrix}

Here, Z_{11} is the input impedance with the output port open-circuited (V_1 / I_1 when I_2 = 0), Z_{22} is the output impedance with the input port open-circuited (V_2 / I_2 when I_1 = 0), Z_{12} is the reverse voltage ratio (V_1 / I_2 when I_1 = 0), and Z_{21} is the forward voltage ratio (V_2 / I_1 when I_2 = 0).^[1]^[2] All Z-parameters have units of ohms (Ω), reflecting their impedance nature, and they are measured or calculated assuming small-signal linear operation.^[3] For reciprocal networks, which lack non-symmetric elements like gyrators, the Z-parameters satisfy Z_{12} = Z_{21}, ensuring symmetry in the transfer impedances.^[1] This property is crucial in passive circuit design. Z-parameters are especially advantageous for series-connected two-port networks, as the overall Z-matrix is simply the sum of individual matrices, facilitating cascaded system analysis.^[1] In practical applications, such as RF and microwave engineering, they aid in modeling device impedances for matching networks and stability assessments, while in low-frequency circuit analysis, they support the evaluation of transistor amplifiers and feedback systems.^[1]^[2]

Fundamentals of Two-Port Networks

Definition and Configuration

A two-port network is a linear circuit element characterized by two pairs of terminals, known as ports, through which energy enters and exits the device. Each port consists of a pair of terminals defining a voltage and current, with the network assumed to be linear and lumped, meaning it behaves as discrete components without distributed effects like wave propagation over significant distances. This setup allows the network's behavior to be described using port variables: voltages V_1 at port 1 and V_2 at port 2, and currents I_1 and I_2, where I_1 is directed into port 1 and I_2 into port 2, following the passive sign convention for power flow.^[1] The configurations of two-port networks facilitate different measurement and analysis approaches, including series-series, parallel-parallel, and series-parallel setups. In a series-series configuration, currents are common across both ports while voltages add, suitable for impedance-based analysis under open-circuit conditions at one port. Parallel-parallel connects voltages across both ports with currents adding, ideal for admittance measurements with short-circuit conditions. Series-parallel combines series connection at the input port and parallel at the output, supporting hybrid parameter evaluations. These configurations provide the foundational framework for parameter extraction, particularly emphasizing open-circuit terminations for impedance parameters to isolate input-output relationships.^[4] Two-port networks serve as a prerequisite for systematic parameter-based analysis in circuit theory, enabling the characterization of complex systems through simplified models. For impedance parameters specifically, open-circuit conditions at the output port allow determination of input impedance, while similar setups at the input yield transfer characteristics, assuming the network's linearity. Other parameter families, such as admittance or scattering parameters, offer alternatives suited to short-circuit or matched-load conditions, respectively. This approach originated in early 20th-century network theory, pioneered by engineers like George Campbell for transmission line analysis in telephony, with key contributions including his 1911 work on cisoidal oscillations.^[5]

Parameter Families Overview

In electrical network analysis, two-port parameters provide a systematic framework for characterizing the behavior of linear circuits with two pairs of terminals, enabling the modeling of interactions between input and output ports. The primary parameter families encompass Z-parameters (open-circuit impedance parameters), which relate input and output voltages to currents under open-circuit conditions at the opposite port; Y-parameters (short-circuit admittance parameters), which relate currents to voltages with short-circuited ports; H-parameters (hybrid parameters), combining voltage and current measurements for mixed input-output analysis, often used in transistor modeling; ABCD-parameters (transmission or chain parameters), which describe voltage and current propagation from input to output in a cascade-friendly manner; and S-parameters (scattering parameters), which quantify power wave reflections and transmissions relative to reference impedances, particularly suited for high-frequency applications.^[6]^[3]^[7]^[3]^[8] Each family offers distinct advantages tailored to circuit configurations and analysis needs. Z-parameters excel in voltage-driven scenarios and series-connected networks, as they directly express impedances without requiring short circuits that might be impractical. In contrast, Y-parameters are preferable for current-driven analysis and parallel or shunt configurations, facilitating admittance-based computations. H-parameters provide a hybrid mix ideal for active devices like amplifiers, balancing computational simplicity with practical measurements. ABCD-parameters simplify the analysis of cascaded multi-stage systems, such as transmission lines, by allowing straightforward matrix multiplication for overall network response. S-parameters are advantageous at high frequencies, where open- or short-circuit conditions are challenging due to parasitic effects, as they incorporate matched terminations to minimize reflections and enable stable measurements in RF and microwave circuits.^[9]^[7]^[3]^[8] Common use cases highlight these strengths: Z-parameters are routinely applied in low-frequency circuit design, such as audio amplifiers and power systems, where voltage sources predominate. Y-parameters find employment in shunt-dominated filters and integrated circuits emphasizing current flows. H-parameters are standard in small-signal transistor models for discrete and IC design. ABCD-parameters support the modeling of interconnected transmission systems, like in power grids or coaxial cables. S-parameters dominate RF and microwave engineering, including antenna arrays and wireless components, due to their compatibility with 50-ohm standards and vector network analyzer measurements.^[10]^[11]^[12]^[13]^[14] The evolution of these parameter families traces back to foundational work at Bell Laboratories during the 1920s and 1940s, driven by telephony demands for efficient signal transmission and multiplexing. Pioneers like Otto Zobel developed filter sections using two-port concepts for constant-impedance matching in carrier systems, while Edward Lawry Norton's theorem (1926) and subsequent contributions from Sidney Darlington advanced network synthesis, formalizing impedance-based analyses in mid-20th-century texts. This era's innovations, rooted in post-World War I communication needs, established the comparative framework still used today.^[15]

Z-Parameter Definition

Matrix Representation

The impedance parameters, also known as Z-parameters, provide a matrix representation for a two-port network by expressing the port voltages in terms of the port currents under open-circuit conditions.^[16] For a two-port network, the relationship is given by the matrix equation

\begin{bmatrix} V_1 \\ V_2 \end{bmatrix} = \begin{bmatrix} Z_{11} & Z_{12} \\ Z_{21} & Z_{22} \end{bmatrix} \begin{bmatrix} I_1 \\ I_2 \end{bmatrix},

where V_1 and V_2 are the voltages at ports 1 and 2, respectively, and I_1 and I_2 are the corresponding currents, with the convention that currents are directed into the network at the positive voltage terminals.^[16] The Z-matrix is a 2×2 complex matrix whose elements represent impedances in ohms and are generally frequency-dependent.^[17] The individual elements of the Z-matrix are defined from open-circuit measurements as follows: Z_{11} = V_1 / I_1 with I_2 = 0 (input impedance with output open-circuited), Z_{12} = V_1 / I_2 with I_1 = 0 (reverse transfer impedance), Z_{21} = V_2 / I_1 with I_2 = 0 (forward transfer impedance), and Z_{22} = V_2 / I_2 with I_1 = 0 (output impedance with input open-circuited).^[16] These elements are determined as ratios of voltage to current and thus carry units of ohms (\Omega).^[16] Each Z_{ij} is a complex quantity, where the real part corresponds to resistance and the imaginary part to reactance, reflecting the network's dissipative and storage behaviors.^[17] This matrix formulation extends naturally to multi-port networks. For an N-port network, the voltages and currents are related by \mathbf{V} = \mathbf{Z} \mathbf{I}, where \mathbf{V} and \mathbf{I} are N×1 column vectors, and \mathbf{Z} is an N×N square impedance matrix with elements Z_{mn} = V_m / I_n (all other currents zero).^[18] Under reciprocity conditions, the Z-matrix is symmetric (Z_{mn} = Z_{nm}).^[18] Like the two-port case, the elements are complex impedances in ohms and depend on frequency.^[18]

Element Interpretations

The Z-parameters provide a physical interpretation of the behavior of a two-port network by relating input and output voltages to currents under specific open-circuit conditions. The parameter Z_{11} represents the driving-point input impedance at port 1, defined as the ratio of the voltage to the current at port 1 when port 2 is open-circuited (Z_{11} = V_1 / I_1 \big|_{I_2=0}). This quantifies the impedance seen by a source connected to the input port in the absence of loading at the output. Similarly, Z_{22} is the driving-point output impedance at port 2, given by Z_{22} = V_2 / I_2 \big|_{I_1=0}, capturing the impedance at the output port when port 1 is open-circuited.^[19] The off-diagonal elements Z_{12} and Z_{21} describe transfer impedances that indicate mutual coupling between the ports. Specifically, Z_{12} = V_1 / I_2 \big|_{I_1=0} measures the voltage induced at port 1 due to a current injected at port 2 with port 1 open-circuited, reflecting how excitations at the output affect the input. Likewise, Z_{21} = V_2 / I_1 \big|_{I_2=0} quantifies the voltage at port 2 resulting from current at port 1 with port 2 open-circuited, illustrating forward coupling effects. These transfer parameters are essential for understanding interactions in coupled systems, such as inductive or capacitive networks.^[19] A representative example occurs in a simple linear transformer, where the primary and secondary windings exhibit magnetic coupling. Here, Z_{11} and Z_{22} correspond to the self-impedances of the primary and secondary circuits, respectively, incorporating their individual inductive and resistive characteristics, while Z_{12} and Z_{21} embody the mutual impedance arising from the shared magnetic flux linkage between the windings. This modeling approach highlights how Z-parameters capture both isolated and interactive impedance contributions in transformer circuits.^[20] In practical circuit analysis, these elements inform the effective impedances under loaded conditions. For instance, when port 2 is terminated with a load impedance Z_L, the input impedance at port 1 becomes Z_{in} = Z_{11} - \frac{Z_{12} Z_{21}}{Z_{22} + Z_L}, demonstrating how transfer impedances modify the driving-point input impedance based on the output loading without altering the fundamental parameter definitions. This expression aids in evaluating signal transmission and matching in coupled systems.^[21] Z-parameters are applicable only under conditions where open-circuit measurements are feasible, rendering them undefined for networks with inherent short circuits at a port (where Z_{22} = 0, preventing finite voltage for applied current) or inherent open circuits (where Z_{22} is infinite, prohibiting current injection). Additionally, if the determinant of the Z-matrix is zero, the parameters fail to provide a unique or complete description of the network, as the ports exhibit dependent behavior. These limitations restrict Z-parameters to low-frequency circuits where direct voltage and current measurements are practical, excluding high-frequency or waveguide applications.^[19]^[22]

Properties of Z-Parameters

Reciprocity Condition

In reciprocal two-port networks, the impedance parameters satisfy the condition Z_{12} = Z_{21}, signifying that the transfer impedances from port 1 to port 2 and from port 2 to port 1 are identical, with no inherent directionality in signal transmission.^[23] This equality implies that the open-circuit voltage at one port due to a current excitation at the other port remains unchanged upon interchanging the excitation and measurement ports. The physical foundation of this reciprocity lies in the Lorentz reciprocity theorem, derived from Maxwell's equations for linear, time-invariant, isotropic media free of non-reciprocal elements such as magnetized ferrites or active components.^[24] This theorem ensures symmetry in the electromagnetic field responses, applicable primarily to passive networks where energy conservation and field interchangeability hold without external biases that break time-reversal symmetry. Reciprocity can be verified through the Z-parameter matrix determinant: for a reciprocal network, \det(\mathbf{Z}) = Z_{11} Z_{22} - Z_{12} Z_{21} = Z_{11} Z_{22} - Z_{12}^2, as the off-diagonal terms are equal.^[23] Non-reciprocal networks violate this condition, with Z_{12} \neq Z_{21}, often observed in active devices that amplify signals or in gyrotropic media like magnetized ferrites used in isolators, where an external magnetic field induces directional asymmetry for applications such as signal isolation. Ferrite isolators, for instance, leverage this non-reciprocity to attenuate signals in one direction while permitting propagation in the reverse, essential for preventing reflections in microwave systems.^[25] Ferrite isolators, for instance, leverage this non-reciprocity to attenuate signals in one direction while permitting propagation in the reverse, essential for preventing reflections in microwave systems. Historically, the reciprocity principle was established by Lord Rayleigh in 1873 through extensions of earlier static theorems to dynamic acoustic and electromagnetic systems. Its adaptation to electrical circuit analysis emerged in the 1920s, with key generalizations by Carson applying it to broader electromagnetic configurations involving impressed currents.^[26]

Symmetry and Passivity

In symmetric two-port networks, the diagonal elements of the Z-matrix are equal, such that Z_{11} = Z_{22}, reflecting balanced port characteristics where the input and output impedances are identical under open-circuit conditions at the opposite port. For networks that are both symmetric and reciprocal, the full Z-matrix exhibits transpose symmetry, \mathbf{Z} = \mathbf{Z}^T, implying Z_{12} = Z_{21}. This property arises in passive structures without nonreciprocal elements, such as those lacking magnetic biasing or active components.^[27] Passivity in two-port networks imposes that the real part of the Z-matrix, \operatorname{Re}(\mathbf{Z}), is positive semi-definite for all frequencies, \operatorname{Re}(\mathbf{Z}) \geq 0, ensuring the network absorbs or stores energy without amplification. Specifically for two-ports, this requires \operatorname{Re}(Z_{11}) \geq 0, \operatorname{Re}(Z_{22}) \geq 0, and \det(\operatorname{Re}(\mathbf{Z})) \geq 0, preventing power generation and aligning with the positive real function requirements for realizable impedances. Violations occur in active networks like amplifiers, where negative resistances (\operatorname{Re}(Z_{11}) < 0) enable gain but introduce potential instability.^[28]^[29] For stable networks, the poles of the frequency-dependent Z-parameters, Z(s), must reside in the left-half of the complex s-plane, guaranteeing bounded responses to inputs and avoiding exponential growth in transients. In lossy networks, the imaginary parts of the Z-parameters, representing reactance, connect to energy storage mechanisms.^[29]

Relations to Other Parameters

Conversion to Y-Parameters

Y-parameters, also known as admittance parameters, characterize a two-port network by relating the port currents to the port voltages under short-circuit conditions at the respective ports.^[30] Specifically, they are defined such that the current vector \mathbf{I} = [I_1, I_2]^T is expressed as \mathbf{I} = Y \mathbf{V}, where \mathbf{V} = [V_1, V_2]^T is the voltage vector and Y is the 2×2 admittance matrix.^[30] Each element Y_{ij} represents the short-circuit admittance, obtained by applying a voltage at port j and measuring the resulting current at port i while short-circuiting the other port.^[30] The impedance matrix Z and the admittance matrix Y are mathematical inverses of each other, such that Y = Z^{-1}.^[31] This inverse relationship arises because the Z-parameters describe the network in terms of open-circuit impedances (\mathbf{V} = Z \mathbf{I}), while the Y-parameters describe it in terms of short-circuit admittances.^[31] Consequently, the conversion from Y-parameters to Z-parameters involves inverting the Y matrix, provided it is nonsingular. The explicit conversion formulas for the Z-parameters in terms of the Y-parameters are given by:

\begin{align} Z_{11} &= \frac{Y_{22}}{\Delta_Y}, \\ Z_{12} &= -\frac{Y_{12}}{\Delta_Y}, \\ Z_{21} &= -\frac{Y_{21}}{\Delta_Y}, \\ Z_{22} &= \frac{Y_{11}}{\Delta_Y}, \end{align}

where \Delta_Y = Y_{11} Y_{22} - Y_{12} Y_{21} is the determinant of the Y matrix.^[31] The reverse conversion from Z to Y follows analogously, with Y_{ij} expressed in terms of the elements of Z and \Delta_Z = Z_{11} Z_{22} - Z_{12} Z_{21}.^[31] Additionally, the determinants are reciprocals: \det(Z) = 1 / \det(Y).^[31] These conversions are valid only when \det(Z) \neq 0 (equivalently, \det(Y) \neq 0), ensuring the matrix is invertible and the network is well-defined without singularities.^[31] Y-parameters are particularly advantageous for analyzing networks with shunt (parallel) connections at the ports, as they naturally incorporate admittance-based representations that simplify parallel combinations.^[32] For a reciprocal network, where Z_{12} = Z_{21}, the inverse relationship preserves symmetry, yielding Y_{12} = Y_{21}.^[31] This property holds because the off-diagonal terms in the conversion formulas scale identically with the determinant, maintaining equality in the admittance matrix for reciprocal systems.^[31]

Conversion to S-Parameters

Scattering parameters, or S-parameters, describe the electrical behavior of linear electrical networks when undergoing various steady state stimuli by electrical signals, particularly in high-frequency applications. They are defined in terms of incident and reflected voltage waves at the ports of the network, normalized to a characteristic reference impedance Z_0, which is typically 50 \Omega in microwave systems to match common transmission line impedances. This normalization relates the outgoing waves \mathbf{b} to the incoming waves \mathbf{a} via \mathbf{b} = \mathbf{S} \mathbf{a}, where \mathbf{S} is the scattering matrix, facilitating analysis of power flow and reflections in systems with matched terminations.^[33] The conversion from impedance parameters \mathbf{Z} to S-parameters involves a matrix transformation that accounts for the reference impedance. The general formula for an N-port network is given by

\mathbf{S} = (\mathbf{Z} - Z_0 \mathbf{I}) (\mathbf{Z} + Z_0 \mathbf{I})^{-1},

where \mathbf{I} is the identity matrix. Equivalently, it can be expressed as \mathbf{S} = (\mathbf{Z} + Z_0 \mathbf{I})^{-1} (\mathbf{Z} - Z_0 \mathbf{I}), since the scalar multiple Z_0 \mathbf{I} commutes with \mathbf{Z}. This bilinear transformation maps the impedance domain to the scattering domain, preserving key network properties like reciprocity under the assumption of a real positive Z_0.^[34]^[35] For a two-port network, the elements of the S-matrix can be expanded explicitly as

S_{11} = \frac{(Z_{11} - Z_0)(Z_{22} + Z_0) - Z_{12} Z_{21}}{\Delta}, \quad S_{12} = \frac{2 Z_{12} Z_0}{\Delta}, \quad S_{21} = \frac{2 Z_{21} Z_0}{\Delta}, \quad S_{22} = \frac{(Z_{11} + Z_0)(Z_{22} - Z_0) - Z_{12} Z_{21}}{\Delta},

where \Delta = (Z_{11} + Z_0)(Z_{22} + Z_0) - Z_{12} Z_{21}. These expressions highlight how mismatches from Z_0 contribute to reflections, with transmission terms scaling by Z_0. The choice of Z_0 affects the numerical values of S-parameters, influencing their interpretation on tools like the Smith chart.^[35]^[30] The inverse conversion from S-parameters to Z-parameters is

\mathbf{Z} = Z_0 (\mathbf{I} + \mathbf{S}) (\mathbf{I} - \mathbf{S})^{-1}.

This form is particularly useful when S-parameters are measured directly, allowing retrieval of open-circuit impedances. For reciprocal networks where Z_{12} = Z_{21}, the resulting S-matrix satisfies S_{12} = S_{21}, preserving symmetry in transmission coefficients regardless of the normalization by Z_0. Additionally, passive networks with positive real \mathbf{Z} ensure |S_{ii}| \leq 1 for all diagonal elements, bounding reflections.^[34]^[33] In microwave engineering, converting Z-parameters to S-parameters is essential because Z-parameters assume open-circuit conditions at ports, which are impractical at high frequencies due to radiation and unmatched terminations; S-parameters, by contrast, are measured under matched conditions, enabling accurate characterization of amplifiers, filters, and antennas in real-world systems.^[35]

Applications and Extensions

Circuit Analysis Techniques

Impedance parameters, also known as Z-parameters, facilitate the analysis of series-connected two-port networks by allowing the equivalent impedance matrix to be computed through simple matrix addition. For two two-port networks connected in series—where the output port of the first network connects directly to the input port of the second without intermediate loading—the total Z-matrix is the sum of the individual matrices: [Z]_{total} = [Z]_1 + [Z]_2. This property arises because the currents through both networks are identical, and the voltages add across the series combination, making Z-parameters ideal for evaluating ladder or chain-like topologies common in filters and transmission lines.^[36] A key application of Z-parameters involves determining the effects of source and load terminations on circuit performance. The input impedance at port 1, when port 2 is terminated with load impedance Z_L, is expressed as:

Z_{in} = Z_{11} - \frac{Z_{12} Z_{21}}{Z_{22} + Z_L}.

Symmetrically, the output impedance at port 2, with source impedance Z_S at port 1, is:

Z_{out} = Z_{22} - \frac{Z_{12} Z_{21}}{Z_{11} + Z_S}.

These formulas enable engineers to assess matching conditions, maximum power transfer, and stability margins without full circuit resimulations.^[36] For instance, in amplifier design, Z-parameters simplify the calculation of voltage gain under typical source and load conditions. Consider a two-port amplifier driven by a source with impedance Z_S and an open-circuited load at port 2; the voltage gain A_v = V_2 / V_1 is given by A_v = Z_{21} / Z_{11}. This expression represents the intrinsic port voltage gain, while the source impedance Z_S affects the input voltage V_1 relative to the source voltage, thereby influencing the overall gain from the source. Reciprocity, where Z_{12} = Z_{21}, further simplifies such gain evaluations in bilateral networks.^[23] Z-parameters also play a central role in network synthesis, where a specified Z-matrix is realized as a physical passive circuit. The Brune synthesis procedure, developed by Otto Brune in 1931, systematically constructs an RLC network from a positive-real driving-point impedance function extracted from the Z-parameters, such as Z_{11}(s). This method extracts poles and residues iteratively to ensure realizability with the minimum number of reactive elements, proving essential for designing filters and matching networks that meet prescribed impedance behaviors. In computational tools, Z-parameter models are integrated into circuit simulators, offering advantages over pure nodal analysis for series-dominant topologies, such as transmission lines or inductive chains, by directly incorporating impedance insights and reducing matrix size in sparse networks.

Multi-Port Generalizations

Impedance parameters, originally defined for two-port networks, generalize naturally to N-port networks, where N > 2 represents systems with multiple input-output interfaces, such as complex antenna systems or integrated circuits. In this framework, the voltages \mathbf{V} (an N \times 1 vector) across the N ports are linearly related to the currents \mathbf{I} (also N \times 1) injected into the ports via the impedance matrix equation:

\mathbf{V} = \mathbf{Z} \mathbf{I},

where \mathbf{Z} is the N \times N impedance matrix. Each element Z_{ij} is the open-circuit transfer impedance, defined as the voltage induced at port i per unit current applied at port j, with all other ports held open-circuited (I_k = 0 for k \neq j). This representation captures both self-impedances (diagonal elements, Z_{ii}) and mutual impedances (off-diagonal elements, Z_{ij} for i \neq j), providing a complete description of the network's linear behavior under open-circuit conditions.^[37] The key properties of reciprocity and passivity, well-established for two-ports, extend directly to the multi-port case through the structure of the \mathbf{Z} matrix. A network is reciprocal if the response is unchanged under interchange of excitation and measurement ports, which manifests as \mathbf{Z} being symmetric (\mathbf{Z} = \mathbf{Z}^T, so Z_{ij} = Z_{ji}). This symmetry arises from the underlying Lorentz reciprocity theorem for linear passive media. For passivity—ensuring the network does not generate energy—the Hermitian part of \mathbf{Z}(j\omega), specifically \operatorname{Re}(\mathbf{Z}(j\omega)), must be positive semi-definite for all frequencies \omega, meaning \mathbf{x}^H \operatorname{Re}(\mathbf{Z}(j\omega)) \mathbf{x} \geq 0 for any nonzero complex vector \mathbf{x}. These conditions enable verification of physical realizability in multi-port designs.^[38]^[39] In applications, multi-port \mathbf{Z}-parameters are essential for modeling interactions in systems like antenna arrays, where off-diagonal elements quantify mutual impedances that affect radiation patterns and efficiency due to element coupling. For instance, in large phased arrays, the full \mathbf{Z} matrix allows computation of embedded element patterns and scan blindness mitigation. Similarly, in integrated circuits, \mathbf{Z}-parameters model multi-port power distribution networks, capturing voltage drops and crosstalk across numerous interconnects. However, for large N (e.g., N > 100), the dense N \times N \mathbf{Z} matrix poses computational challenges, often addressed using sparse matrix storage to exploit structural zeros or reduced-order models that preserve key dynamics while truncating insignificant modes. In distributed systems like transmission lines, \mathbf{Z}-parameters are less favored than scattering parameters, which better handle wave reflections and terminations.^[40]^[41]^[42]^[43] Post-2010 developments have integrated multi-port \mathbf{Z}-parameters into VLSI design for high-speed interconnect simulation and 5G network components, particularly reconfigurable intelligent surfaces (RIS) where mutual coupling is modeled via \mathbf{Z} for beamforming optimization. Computational efficiency is enhanced through eigen-decomposition of \mathbf{Z}, which diagonalizes the matrix into modal forms (\mathbf{Z} = \mathbf{\Phi} \mathbf{\Lambda} \mathbf{\Phi}^{-1}, where \mathbf{\Lambda} contains eigenvalues), enabling decoupled analysis of independent modes and faster solving of large-scale equations in antenna and circuit simulations. This approach has proven vital for scaling to massive MIMO arrays in 5G, reducing simulation times while maintaining accuracy in coupling predictions. Recent 2025 research further advances RIS design by employing multi-port Z-parameter strategies derived from electromagnetic simulations to optimize phase and amplitude control with reduced computational overhead.^[44]^[37]^[45]

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[28]
[PDF] 4.2 – Impedance and Admittance Matrices
Step 1: Place an open at port 2 (or 1). Step 2: Determine voltages V1 and V2 . Step 3: Determine trans-impedance Z11 and Z21 (or Z12 and. Z22 ). You try this ...
[29]
[PDF] Stable, High-Force, Low-Impedance Robotic Actuators for Human ...
Jan 9, 2006 · Any imaginary poles of Z(s) are simple, and have positive real residues. 3. Re(Z(jw)) > 0. These requirements ensure that Z(s) is a positive ...
[30]
The Foster Reactance Theorem and Quality Factor for Antennas
Aug 6, 2025 · The validity of the Foster reactance theorem for the general lossless or lossy antenna is considered for the straight-wire monopole and ...
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None
### Definition of Y-Parameters in Two-Port Networks
[32]
https://www.hpmemoryproject.org/an/pdf/an_95.pdf
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[PDF] S-Parameters... circuit analysis and design (PDF) - HP Memory Project
parameters, or y-parameters. In the absence of additional information ... The two-port parameters with any shunt element in any configuration are then ...
[34]
[PDF] S-Parameter Techniques – HP Application Note 95-1
Parameter Normalization. The various scattering parameters are all normalized by the reference impedance, Z. 0 . This impedance is usually the characteristic.
[35]
[PDF] Scattering Parameters - University of California, Berkeley
Reciprocal Networks. • We have found that the Z and Y matrix are symmetric. Now let's see what we can infer about the S matrix. v. +. = 1. 2. (v + Z0i) v. −. =.
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[PDF] Conversions between S, Z, Y, H, ABCD, and T parameters which are ...
These 2-port parameters often include 2. (impedance), Y (admittance), h (hybrid), ABCD (chain),. S (scattering), and T (chain scattering or chain transfer).Missing: history ZYH Bell Labs telephony
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### Summary of Z-Parameters and Related Topics from Network Theory Unit-III Notes
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https://homepages.uc.edu/~ferendam/Courses/EE_611/Network/Nport.html
[39]
N-port network - UC Homepages - University of Cincinnati
For networks with linear e and m, the impedance (admittance) matrix is symmetric. i.e.,. Zij =Zji or Yij =Yji. Impedance and admittance matrices are reciprocal ...
[40]
A guaranteed passive model for multi-port frequency dependent ...
Poles on the jω axis are simple and their matrix of residues is a positive semi-definite matrix. •. The real part of Z(jω), ℜ{Z(jω)}, is positive ...
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Deriving Mutual Impedance Matrix of a Large Antenna Array From ...
Oct 4, 2024 · The mutual impedance matrices extracted from the “noisy” radiation patterns at 110 and 320 MHz are accurate to within 2%–3%. This work has ...
[42]
On the Impact of the Mutual Impedance of an Antenna Array on ...
In this paper, we consider antennas arrays with small mutual resistance, and assess the impact of neglecting both the small mutual resistance and the mutual ...
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[PDF] Rapid Modeling and Simulation of Integrated Circuit Layout in Both ...
14, we also compare the impedance. Z-parameters extracted from the proposed method with those from the finite difference method in the frequency domain, which ...<|separator|>
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Sparse and efficient reduced order modeling of linear subcircuits ...
Aug 7, 2025 · When these regularities are present, the normally dense matrix-transfer function of the subcircuit contains sub-blocks that in some sense are ...<|separator|>
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[PDF] A Universal Framework for Multiport Network Analysis of ... - arXiv
While Z- and S-parameters have been widely used to characterize conventional RIS architectures with and without mutual coupling, respectively, we show that the ...