summaryrefslogtreecommitdiff
path: root/_posts/2024-03-20-rf-primer.md
diff options
context:
space:
mode:
Diffstat (limited to '_posts/2024-03-20-rf-primer.md')
-rw-r--r--_posts/2024-03-20-rf-primer.md753
1 files changed, 753 insertions, 0 deletions
diff --git a/_posts/2024-03-20-rf-primer.md b/_posts/2024-03-20-rf-primer.md
new file mode 100644
index 0000000..4992121
--- /dev/null
+++ b/_posts/2024-03-20-rf-primer.md
@@ -0,0 +1,753 @@
+---
+layout: post
+title: RF Circuit and Power Amplifier Design Basics
+author: Dylan Müller
+---
+
+> A short primer on some of the basic concepts related to `RF` circuit
+> and `RF` power amplifier design.
+
+1. [Average Power](#average-power)
+2. [Transmission Lines](#transmission-lines)
+3. [Impedance Matching](#impedance-matching)
+4. [Electromagnetic Transducers](#electromagnetic-transducers)
+5. [S-Parameters](#s-parameters)
+6. [Harmonic Balance](#harmonic-balance)
+7. [Lumped and Distributed Element Networks](#lumped-and-distributed-element-networks)
+8. [Classes Of Operation](#classes-of-operation)
+9. [Stability Analysis](#stability-analysis)
+10. [Efficiency](#efficiency)
+11. [P1dB Compression Point](#p1db-compression-point)
+12. [Load Pull](#load-pull)
+13. [LC Filtering](#lc-filtering)
+
+# Foreword
+
+The aim of this journal entry is to review some basic technical concepts
+pertaining to general `RF` circuit design and modelling as well as `RF` power
+amplifier design.
+
+`RF` circuit design is typically not covered in detail at an undergraduate level
+and the author hopes that this journal entry will provide some useful
+information to readers not familiar with the subject.
+
+# Average Power
+
+In order to be successful in `RF` power amplifier design, it is necessary to
+understand `AC` power from both a frequency and time domain perspective.
+
+In the frequency-domain, complex `AC` power ($$S$$) is given by:
+
+$$ S = \overline{V}.\overline{I}^* $$
+
+Where $$\overline{V}$$ and $$\overline{I}$$ are the voltage and current phasors. In
+`RF` power amplifier design we are typically concerned with maximizing the real
+component of complex power $$\Re(S)$$ which represents power dissipated in a load
+such as an antenna (modelled by it's radiation resistance). The imaginary part
+of $$S$$ represents reactive power which does not perform any useful work.
+
+Average real power ($$P_{avg}$$) is the industry standard measure of power for `RF`
+and `microwave` systems and is measured in the `SI` units of `watts (W)`. Average
+power over total time ($$T$$) for a continuous-wave (`CW`) signal is defined by the
+following time-domain integral:
+
+$$ P_{avg} = \frac{1}{T} \int\limits_0^T v(t).i(t) dt $$
+
+The terms $$v(t)$$ and $$i(t)$$ can then be expanded:
+
+$$ v(t) = v_{p}sin(2\pi ft), i(t) = i_{p}sin(2\pi ft + \theta) $$
+
+Here $$\theta$$ represents the phase angle between $$i(t)$$ and $$v(t)$$ and ($$v_{p}$$)
+and ($$i_{p}$$) represent the peak values of the voltage and current waveforms.
+
+It can be shown that for purely sinusoidal voltage and current waveforms:
+
+$$ P_{avg} = \frac{1}{2}v_{p}i_{p}cos(\theta) $$
+
+Hence maximum real power is obtained when the current and voltage waveforms are
+in phase. $$cos (\theta)$$ is commonly referred to as the power factor and this
+constant relates real power to apparent power $$\|S\|$$. Apparent power is the
+total complex power available to a particular load.
+
+In practice average real power is specified in terms of decibels referenced to `1`
+`milliwatt (mW)` ($$dBm$$):
+
+$$ dBm(P) = 10\log_{10}(\frac{P}{1mW}) $$
+
+While relative power is measured in decibels ($$dB$$):
+
+$$ dB(P) = 10\log_{10}(\frac{P}{P_{ref}}) $$
+
+## Transmission Lines
+
+Traditional lumped circuit theory is only applicable to low frequency circuits
+as it assumes that wires are lossless with negligible electrical length.
+Electrical length is usually measured in terms of multiples of the wavelength
+($$\lambda$$) of the highest frequency signal that is conducted over the line.
+
+As a rule of thumb, when the length of a wire is greater or equal to
+$$\lambda/10$$, the voltage and current in the wire as a function of position
+along the wire will no longer be constant with time and wave-like behaviour such
+as reflection and standing waves start becoming important. In these cases
+utilizing a distributed model, such as the transmission line, often becomes
+necessary.
+
+Let $${u}$$ and $${i}$$ represent the voltage and current along the transmission line as
+a function of position and time:
+
+$$ u = u(x,t), i = i(x,t) $$
+
+Then at distance $${x+dx}$$ voltage and current can be expressed with a taylor
+series expansion:
+
+$$ u(x + dx) = u(x,t) + \frac{\partial u}{\partial x} dx $$
+
+$$ i(x + dx) = i(x,t) + \frac{\partial i}{\partial x} dx $$
+
+A segment of a traditional transmission line is shown in the figure below. It
+consists of a series distributed resistance $$R(x)$$, inductance $$L(x)$$ as well as
+segment capacitance $$C(x)$$ and conductance $$G(x)$$. A transmission line is
+thought of as a continuous series of these segments.
+
+![](https://journal.lunar.sh/images/7/transmission_line.png)
+
+It can be shown that the equations that describe changes in the voltage and
+current on the line is given by:
+
+$$ \frac{\partial u}{\partial x} dx = -Ri - L \frac{\partial i}{\partial t} $$
+
+$$ \frac{\partial i}{\partial x} dx = -Gu - C \frac{\partial u}{\partial t} $$
+
+The equations above are known as the telegrapher's equations. These two
+equations can be combined to produce two partial differential equations with one
+isolated variable each ($${u}$$ or $${i}$$).
+
+$$u$$ and $$i$$ are related by the characteristic impedance ($$Z_{0}$$) of the
+transmission line which can be derived from the telegraphers equations:
+
+$$ Z_{0} = \frac{V^+(x)}{I^+(x)} = \sqrt{\frac{R(x)+j\omega L(x)}{G(x)+j\omega
+C(x)}} $$
+
+For most transmission lines dielectric and conductor losses are low, so we
+assume:
+
+$$ R(x) \ll j\omega L(x), G(x) \ll j\omega C(x) $$
+
+As a result the equation above simplifies to:
+
+$$ Z_{0} = \sqrt{\frac{L(x)}{C(x)}} $$
+
+It is worth noting that characteristic impedance $$Z_{0}$$ of a transmission line
+only has an effect at `RF` frequencies. It is not possible to measure the
+characteristic impedance of a transmission line directly with a multimeter
+because resistance (ohms law) and characteristic impedance (electromagnetic
+property) are not the same concept.
+
+Examples of transmission lines include coaxial cable and microstrip line.
+Transmission lines typically have a characteristic impedance of `50` $$\Omega$$ in
+`RF` systems and are used to carry `RF` signals from one point in a circuit to
+another with minimal losses.
+
+# Impedance Matching
+
+It is often said that impedance matching is what truly differentiates `RF` circuit
+design from low frequency circuit design. Indeed, it is one of the most common
+tasks for an `RF` designer.
+
+`RF` signals travelling along a transmission line can be thought of as
+electromagnetic power waves. Power waves are a hypothetical construct, one of
+the many possible linear transformations of voltage and current.
+
+The figure below shows a typical `RF circuit` consisting of a `RF` power source
+($$G$$) with an impedance of ($$Z_{R}$$) and a load with an impedance of $$Z_{L}$$.
+The interface of the generator and load impedance is indicated by the dotted
+line.
+
+![](https://journal.lunar.sh/images/7/impedance_match.png)
+
+It is at this interface that we experience reflection of the power wave (back to
+the generator) when $$Z_{R} \neq Z_{L}$$. If the impedance of the generator and
+load were equal then no reflection occurs.
+
+In general, the goal of an `RF` system is to transfer `RF` power as efficiently from
+one point to another with minimal reflections. The degree of an electromagnetic
+power wave reflected (at the boundary) is determined by the reflection
+coefficient ($$\Gamma$$):
+
+$$ \Gamma_{L} = \frac{Z_{L} - Z_{0}}{Z_{L}+Z_{0}} $$
+
+A $$\Gamma$$ of $$0$$ indicates no reflection, while a $$\Gamma$$ of `1` or `-1`
+represents total reflection with or without phase inversion.
+
+Here ($$Z_{0}$$) represents the reference impedance of the system which is
+typically `50` $$\Omega$$. Maximum power transfer over the boundary from the
+generator to the load is only satisfied when:
+
+$$ Z_{L} = Z_{R}^* $$
+
+This expression is known as the conjugate match rule for maximum power transfer.
+In most practical `RF` systems $$Z_{L} \neq Z_{R}$$ and so a method of impedance
+transformation is required to satisfy the conjugate match rule.
+
+Impedance transformation networks allow a $$Z_{L}$$ with both a real and imaginary
+part to be transformed into another complex impedance using reactive components.
+Reactive components do not dissipate real power unlike resistors which is why
+resistors are rarely used in `RF` impedance matching and filter networks.
+
+The most basic type of impedance transformation network is known as the `LC`
+network which consists of an inductor and capacitor. It can be used to transform
+a complex load ($$R_{L}$$) to `50` $$\Omega$$. The figure below shows the basic
+configuration of the `LC` impedance transformation network.
+
+![](https://journal.lunar.sh/images/7/LC_match.png)
+
+In addition to the `LC` network's impedance transformation property, the `LC`
+network can have a low-pass or high-pass response depending on the shunt element
+($$jB$$). If it is capacitive then the `LC` network will have a low-pass response or
+a high-pass response if it is inductive.
+
+Typically the low pass configuration (with a shunt capacitor) is desired.
+
+It should be noted that the shunt element ($$jB$$) should be placed on the side
+with the largest impedance. Therefore there are two possible configurations of
+this network:
+
+![](https://journal.lunar.sh/images/7/LC_match_types.png)
+
+So that type `1` is used when $$R_{L} > R_{S}$$ and type `2` is used when $$R_{L} <
+R_{S}$$. Here $$Z_{S}$$ represents $$Z_{0}$$ the system reference impedance $$(50
+\Omega)$$.
+
+The design procedure for a type `1` `LC` network is as follows. First we evaluate
+the input impedance ($$Z_{in}$$) looking into the matching network.
+
+![](https://journal.lunar.sh/images/7/LC_match_type_1.png)
+
+We start by defining a few variables. Let:
+
+$$ Z_{L} = R_{L} + jX_{L} $$
+
+$$ Z_{S} = Z_{0} = 50 \Omega $$
+
+$$ Z_{in} = jX + \frac{1}{(jB)^{-1} + (Z_{L})^{-1}} $$
+
+Matching conditions are met when $$Z_{in} = Z_{S} = Z_{0}$$.
+
+The equation above can be simplified and separated into real and imaginary
+parts:
+
+$$ B(X + X_{L}) = -(Z_{0}R_{L}-XX_{L}) $$
+
+$$ B(R_{L} - Z_{0}) = Z_{0}X_{L} - R_{L}X $$
+
+`B` can then be solved using the following equation:
+
+$$ B = -\frac{R_{L}^2+X_{L}^2}{X_{L} + \sqrt{\frac{R_{L}}{Z_{0}}} \sqrt{R_{L}^2 + X_{L}^2 - Z_{0}R_{L}}} $$
+
+Once `B` is obtained, X may be found by rearranging for `X`:
+
+$$ X = \frac{B(R_{L} - Z_{0}) - Z_{0}X_{L}}{-R_{L}} $$
+
+The figure below depicts the second variant of the `LC` matching network.
+
+![](https://journal.lunar.sh/images/7/LC_match_type_2.png)
+
+Let:
+
+$$ Z_{L} = R_{L} + jX_{L} $$
+
+$$ Z_{S} = Z_{0} = 50 \Omega $$
+
+$$ Z_{in} = \frac{1}{(jB)^{-1} + (Z_{L} + jX)^{-1}} $$
+
+Matching conditions are met when $$Z_{in} = Z_{S} = Z_{0}$$.
+
+The equation above can be simplified and separated into real and imaginary
+parts:
+
+$$ B(X_{L} + X) = -Z_{0}R_{L} $$
+
+$$ B(Z_{0} - R_{L}) = -Z_{0}(X_{L}+X) $$
+
+Again, B can then be solved using the following equation:
+
+$$ B = -Z_{0}\sqrt{\frac{R_{L}}{Z_{0}- R_{L}}} $$
+
+Again, `X` may be found by rearranging for $$(X_{L} + X)$$ and substituting to
+yield:
+
+$$ X = \sqrt{R_{L}(Z_{0} - R_{L})} - X_{L} $$
+
+For both `LC` circuit types it is assumed that $$jB$$ represents a capacitive
+element and $$jX$$ represents an inductive element so that a low-pass response is
+obtained.
+
+Matching networks with more than two reactive elements also exist. These include
+the $$\pi$$-section and `T-section` matching networks that contain `3` reactive
+elements each. The figure below depicts the $$\pi$$-section network.
+
+![](https://journal.lunar.sh/images/7/pi_match.png)
+
+The $$\pi$$-section network is made up of a type `2` `LC` matching network in cascade
+with a type 1 `LC` matching network. The central element $$jX$$ is the sum of the
+inductive reactance ($$jX$$) of each `LC` matching section, which is combined into a
+single reactance.
+
+A virtual load resistance $$R_{x}$$ is interposed in-between the two `LC` matching
+networks. The goal of the first `LC` matching network is to then match the source
+$$Z_{S}$$ to $$R_{x}$$ while the second `LC` matching network matches $$R_{x}$$ to
+$$Z_{L}$$.
+
+The value of $$R_{x}$$ is chosen according to the desired `Q-factor` and must be
+smaller than $$R_{L}$$ and $$R_{S}$$. The `Q-factor` of a matching network describes
+how well power is transferred from source to load as you deviate from the
+designed center frequency of the matching network ($$f_{0}$$).
+
+Is it defined as follows:
+
+$$ Q = \frac{f_{0}}{B} $$
+
+Here $$f_{0}$$ represents the center frequency of the matching network and B
+represents the total bandwidth over which no greater than `3dB` of power is lost
+from source to load.
+
+A high `Q-factor` is often desirable for a narrowband matching network. It should
+be mentioned that the `Q-factor` cannot be controlled with a simple 2 element `LC`
+matching network (which id determined by $$R_{L}$$ and $$R_{S}$$). This is one of
+the advantages of the $$\pi$$-section matching network.
+
+The `Q-factor` for the $$\pi$$-section filter is given by:
+
+$$ Q_{\pi} = \sqrt{\frac{\max(R_{S}, R_{L})}{R_{x}} - 1} $$
+
+Here `max()` is a function that returns the maximum of two values. Hence the
+`Q-factor` of a $$\pi$$-section matching network will be determined by the `LC`
+matching section with the highest `Q-factor`.
+
+# Electromagnetic Transducers
+
+Once the necessary `RF` power has been generated and transmitted over various
+transmission lines and matching networks it then becomes necessary to convert
+this `RF` power into electromagnetic waves which can start propagating through
+free space to reach a receiver. For this purpose we use an electromagnetic
+transducer known as an antenna.
+
+An antenna can be also be thought of as an impedance transformation network that
+matches an `RF` circuit (`50` $$\Omega$$ typical) to free space (`377` $$\Omega$$).
+
+An antenna can be as simple as a piece of wire connected to an `RF` output port
+but the efficiency of the antenna in this case would be very low. The two most
+common types of antenna's are the `monopole` and `dipole` antenna (shown below).
+
+![](https://journal.lunar.sh/images/7/monopole_dipole.png)
+
+The `monopole` antenna consists of a `quarter-wave` length ($$\lambda/4$$) of wire of
+length $$L$$ which is connected to the 'hot' `RF` input terminal and a infinitely
+large `RF` ground plane conductor which is connected to electrical ground. The
+'hot' and `RF` ground elements are electrically separated from each other.
+
+Most practical `HF` and `VHF` `monopole` antennas are shorter than a quarter
+wavelength due to size constraints and are therefore modelled as electrically
+small `monopoles` ($$L \leq (1/8)\lambda$$) from this point forward.
+
+An electrically small `monopole` antenna can be modelled as a series circuit with
+the elements shown in the image below.
+
+![](https://journal.lunar.sh/images/7/antenna_model.jpg)
+
+$$L_{a}$$ represents the antenna conductor inductance. This is the parasitic
+inductance of the active element of the antenna which is just a wire made out of
+a material such as copper with a length and diameter. This value is usually very
+small and can be neglected.
+
+The reactance of an electrically short `monopole` ($$L \leq (1/8)\lambda$$) is
+represented by $$X_{a}$$ and can be calculated as follows:
+
+$$ X_{a} = 60(1 - \ln{(\frac{L}{a})})\cot{(2\pi\frac{L}{\lambda})}j \Omega $$
+
+This equation originally appears in the "Antenna Engineering Handbook", Third
+Edition by `Richard C. Johnson`.
+
+From the equation above it can be seen that the reactance of an electrically
+short `monopole` is primarily capacitive.
+
+The radius of the wire (active element) in meters is given by $$a$$ and the
+operational wavelength is given by $$\lambda$$. The operational wavelength can be
+calculated by the transmit frequency ($$f_{t}$$) and the speed of light in a
+vacuum ($$c$$):
+
+$$ \lambda = \frac{c}{f_{t}} $$
+
+The loss resistance $$r_{a}$$ is the effective ac resistance of the antenna active
+element due to the skin effect. The skin effect is a phenomenon whereby `RF`
+current tends to flow near the surface of the conductor as the frequency, and as
+a consequence, magnetic field strength at the center of the conductor increases.
+
+The skin depth is given by:
+
+$$ \delta = \frac{1}{\sqrt{\pi f_{t} \mu_{0} \sigma}} $$
+
+$$\sigma$$ is the conductivity of the active element's composite material (copper)
+while $$\mu_{0}$$ is the permeability constant. Once $$\sigma$$ is computed the real
+ac resistance can be found as follows:
+
+$$ r_{a} = \frac{L}{2\pi a \delta \sigma} $$
+
+At `VHF` the loss resistance $$r_{a}$$ is also very small and can typically be
+neglected.
+
+The radiation resistance $$r_{R}$$ of an electrically small monopole ($$L \leq
+(1/8)\lambda$$) is the effective real resistance that represents the power that
+is radiated away from the antenna as electromagnetic waves. For an electrically
+short `monopole`, radiation resistance is given by the equation below:
+
+$$ r_{R} = 40 \pi^2(\frac{L}{\lambda})^2 \Omega $$
+
+$$r_{G}$$ represents the losses in the `RF` ground plane and this parameter is
+usually neglected. A stable `RF` ground plane is essential for an antenna to
+function correctly. An antenna ground plane serves as an `RF` return path for `AC`
+displacement current.
+
+For a `monopole` the ground plane also serves the function of mirroring the active
+radiation element to form the second half of the antenna. This derivation is
+obtained using image theory and is beyond the scope of this journal entry.
+
+# S-Parameters
+
+Most passive `RF` circuits such as filters, matching networks, etc are linear.
+That is their output voltage, current and power relationships are derived from a
+system of linear equations. Some active devices such as `class-A` `small-signal`
+amplifiers are also linear.
+
+Scattering parameters or `S-parameters` can be used to model the behaviour of
+these `linear` `RF` networks when stimulated by a steady-state signal.
+
+![](https://journal.lunar.sh/images/7/s_param.png)
+
+The image above depicts a `DUT` 'black box' which we use to derive the scattering
+parameters. The network has `2` distinct ports (`port 1`, `port 2`) and 4 scattering
+parameters: $$S_{11}, S_{12}$$ and $$S_{21}, S_{22}$$. The scattering parameters are
+complex values with both a real and imaginary part.
+
+We define each scattering parameter in terms of two voltage waves at the input
+(`port 1`) and output (`port 2`). Let $$a_{1}, b_{1}$$ represents the incident and
+reflected voltage waves at `port 1` while $$a_{2}, b_{2}$$ represent the incident
+and reflected voltage waves at `port 2`.
+
+The S-parameters can then be defined as follows:
+
+$$ S_{11} = \frac{b_{1}}{a_{1}} = \frac{V_{1}^-}{V_{1}^+}, S_{12} =
+\frac{b_{1}}{a_{2}} = \frac{V_{1}^-}{V_{2}^+} $$
+
+$$ S_{21} = \frac{b_{2}}{a_{1}} = \frac{V_{2}^-}{V_{1}^+}, S_{22} =
+\frac{b_{2}}{a_{2}} = \frac{V_{2}^-}{V_{2}^+} $$
+
+It should be mentioned at this point that s-parameters can also be defined in
+terms of 'power waves' by considering the complex input impedance of the `DUT`.
+However the voltage wave definition is the most popular.
+
+A system of linear equations can then be derived for $$b_{1}$$ and $$b_{2}$$:
+
+$$ b_{1} = S_{11}a_{1} + S_{12}a_{2} $$
+
+$$ b_{2} = S_{21}a_{1} + S_{22}a_{2} $$
+
+Which can be expressed in terms of the `S-parameter` matrix:
+
+$$ \begin{bmatrix} b_{1} \\
+b_{2} \end{bmatrix} \begin{bmatrix} S_{11} S_{12} \\
+S_{21} S_{22} \end{bmatrix} = \begin{pmatrix} a_{1} \\
+a_{2} \end{pmatrix} $$
+
+There are various useful definitions that can be derived from the scattering
+parameters. $$S_{21}$$ and $$S_{11}$$ are the most commonly used scattering
+paramters.
+
+The first useful definition is the logarithmic power gain of the network in `dB`
+($$G_{p}$$) which can be expressed in terms of $$|S_{21}|$$:
+
+$$ G_{p} = 20\log_{10}|S_{21}| $$
+
+$$S_{11}$$ is related to the input reflection coefficient $$\Gamma_{in}$$ and can be
+used to obtain the input impedance of the network $$Z_{in}$$:
+
+$$ S_{11} = \Gamma_{in} $$
+
+$$ Z_{in} = Z_{0} \frac{1+S_{11}}{1-S_{11}} $$
+
+The ratio of reflected ($$P_{ref}$$) and incident power ($$P_{inc}$$) at `port 1` is
+given by:
+
+$$ \frac{P_{ref}}{P_{inc}} = |\Gamma_{in}|^2 $$
+
+Another useful definition is the input (`port 1`) return loss $$RL_{in}$$:
+
+$$ RL_{in} = -20\log_{10}(|S_{11}|) $$
+
+From the above formula it can be seen that return loss is typically a positive
+number (since $$|S11| < 0$$), however sometimes it is quoted as a negative number
+in which case the data is referring to the `log` magnitude of $$S_{11}$$ directly
+($$-RL_{in}$$), not the actual return loss which is positive as mentioned.
+
+Return loss for ($$S_{11}$$) is a measure of how well matched `port 1` of the
+network is to the reference impedance. A return loss greater than `10dB` is
+usually desirable for a good match.
+
+Another measure of how well matched a network is to the reference impedance is
+called `VSWR` (voltage standing wave ratio). The `VSWR` of `port 1` ($$s_{in}$$) is
+defined by:
+
+$$ s_{in} = \frac{1+|S_{11}|}{1-|S_{11}|} $$
+
+`VSWR` is typically used to measure the matching conditions of antennas. A
+($$s_{in} < 2$$) is generally considered suitable for most antenna applications.
+
+A `VNA` (Vector Network Analyzer) is an instrument that is used to measure
+`S-parameters`. Most affordable commercial `VNA's` are `2-port` `1-path` devices, i.e
+they only measure $$S_{11}$$ and $$S_{21}$$ and the `DUT` must therefore be reversed
+to obtain $$S_{22}$$ and $$S_{12}$$.
+
+The input and output impedance obtained for $$S_{11}$$ and $$S_{22}$$ can also be
+represented in graphical form as a smith chart. A `smith chart` is a real and
+imaginary chart where the imaginary (`y-axis`) axis has been bent around the
+`x-axis`. It can be used to plot any value of complex impedance. An example of the
+`smith chart` is shown in the figure below.
+
+The top half of the smith chart represent inductive reactance while the bottom
+half represents capacitive reactance. The circles passing through the `x-axis` are
+known as constant resistance circles where the left most point on the real axis
+of the smith chart represents a short circuit (`SC`) while the rightmost point
+represents an open circuit (`OC`).
+
+For an ideal `50` $$\Omega$$ match there should be a single point in the middle of
+the smith chart.
+
+![](https://journal.lunar.sh/images/7/smith_chart.png){:height="300px"}
+
+# Harmonic Balance
+
+`RF` power amplifier's are `large-signal` non-linear devices.
+
+At this point a distinction is required between small signal and large signal
+amplifiers. For `small-signal` amplifiers the input and output power is typically
+small and these devices typically operate in their `linear` region.
+
+`Large-signal`, `class AB`, `B` and `C` devices typically operate with large input and
+output power and their response is strongly `non-linear` due to the class of
+operation. Therefore for power amplifier classes other than `class A`,
+`S-parameters` cannot be used reliably in the design of `RF` power amplifiers.
+
+Rather a designer relies on vendor supplied `non-linear` software models of the
+power amplifier transistor and typically uses a `non-linear` frequency domain
+analysis technique such as the harmonic balance method (`HBM`) to characterise the
+power amplifier's performance.
+
+`Harmonic balance` is a frequency domain technique used to calculate the steady
+state response of a non-linear circuit. `HBM` can be defined in multiple ways,
+however in this case let us demonstrate `HBM` through an example circuit.
+
+Given a circuit with $$N$$ nodes, let vector $$v$$ represent the respective node
+voltages. For ease of representation we model a circuit with capacitors and
+voltage controlled resistors. Then applying `KCL` (Kirchoff's Current Law) to the
+circuit yields the following systems of equations:
+
+$$ f(v,t) = i(v(t)) + \frac{d}{dt}q(v(t)) + \int_{-\infty}^t{y(t-\tau)v(\tau)} +
+i_{s}(t) = 0 $$
+
+We let $$q$$ and $$i$$ represent the sum of the charges and currents entering the
+nodes due to the non-linearities. $$y$$ is the impulse response matrix of the
+circuit with all non-linearities removed while $$i_{s}$$ represents the external
+source currents.
+
+We then convert equation above into the frequency domain:
+
+$$ F(V) = I(V) + ZQ(V) + YV + I_{s} = 0 $$
+
+Here $$Z$$ represents a matrix with frequency coefficients representing the
+differentiation step. The convolution integral in the equation above maps to `YV`
+as shown where `Y` is the admittance matrix for the `linear` portion of the circuit.
+
+`V` then contains the fourier coefficients of the voltage at each $$N$$ nodes at
+every harmonic. This process is merely nothing more than `KCL` in the frequency
+domain for `non-linear` circuits.
+
+# Lumped and Distributed Element Networks
+
+As mentioned above, as the size of a circuit element starts to approach a
+fraction (typically `1/10`) of the wavelength of the highest `RF` signal frequency,
+the lumped element approximation for the circuit element no longer holds. In
+these cases lumped or discrete components cannot be used and so a distributed
+element/model must be utilized.
+
+Traditionally the use of lumped element components at `RF` frequencies is most
+common below around `500 MHz`. Above `500 MHz` these lumped circuit
+elements become more difficult to design with.
+
+# Classes Of Operation
+
+Depending on the `DC` operating point of the power transistor, different values of
+efficiency and output power can be obtained for the same input power. Efficiency
+is generally considered the most important design parameter for an `RF` power
+amplifier.
+
+In the `class-A` configuration the transistor is biased such that the quiescent
+drain current is equal to the peak amplitude of the current expected through the
+load. This allows for a symmetrical voltage and current swing at the output and
+the transistor conducts for the full `360` degrees of the input waveform.
+
+The advantages of this configuration are excellent linearity and gain at the
+expense of reduced efficiency. A `class-A` power amplifier with an inductively
+loaded drain has a maximum theoretical efficiency of `50%`.
+
+`Class-B` power amplifiers aim to achieve greater efficiency by only conducting
+for half of the input drive cycle (`180` degrees). `Class-B` power amplifiers have a
+maximum theoretical efficiency of `75%` and the transsitor is biased at cutoff.
+Again `class-B` `PA's` can be placed in a single-ended configuration or push-pull.
+The advantage of `class-B` are increased efficiency at the expense of decreased
+linearity.
+
+A compromise is thus needed between `class A` and `class B` such that we have
+sufficient linearity at a reasonable efficiency. A `class-AB` power amplifier is a
+solution to this problem.
+
+In the `class-AB` mode of operation the transistor is biased with a quiescent
+drain current slightly to moderately above cutoff, depending on the linearity
+requirements. This improves the linearity of the power amplifier while typically
+maintaining an efficiency of `50%` to `70%` in practice. `Class-AB` power
+amplifier's have a conduction angle between `180` and `360` degrees.
+
+The `single-ended`, `class-AB` mode of operation is therefore a popular choice
+amongst designers.
+
+# Stability Analysis
+
+`RF` power
+amplifier's are inherently unstable devices which often require some form of
+stabilization to operate correctly.
+
+Amplifier instability is usually caused by some type of gain and feedback
+mechanism. In `MOSFET` transistor's the feedback mechanism is typically due to the
+gate to drain capacitance that couples a portion of the output back into the
+input and vice versa. This effect often manifests as unwanted oscillation at
+either the input and output of the PA.
+
+Small signal parameters (such as `S-parameters`) are typically used to
+characterize stability of `RF` power amplifier's even though these are `non-linear`
+devices. This is because small signal models can still provide useful insights
+into the design of a `PA` without requiring complex non-linear calculations.
+Typically the operation of a `PA` is linearized around an operating point.
+
+There are various stability factors available to a designer and an amplifier may
+be conditionally stable or unconditionally stable. If an amplifier is
+conditionally stable then there exists a load and source impedance that causes
+the amplifier to oscillate. Therefore unconditional stability is usually
+desired.
+
+The most common stability factor in use is the `Rollet` stability factor ($$K$$)
+which is defined as follows:
+
+$$ K = \frac{1 - |S_{11}|^2 - |S_{22}|^2 + | \Delta |^2}{2|S_{12}S_{21}|} $$
+
+Here $$\|\Delta\|$$ is defined as the scattering-matrix determinant:
+
+$$ | \Delta | = |S_{11}S_{22} - S_{21}S_{12}| $$
+
+We define three more stability Criterion in terms of $$\Delta, B_{1}$$ and
+$$B_{2}$$:
+
+$$ B_{1} = 1 + |S_{11}|^2 - |S_{22}|^2 - |\Delta|^2 $$
+
+$$ B_{2} = 1 + |S_{22}|^2 - |S_{11}|^2 - |\Delta|^2 $$
+
+In order for an amplifier to be conditionally stable we require the
+following conditions:
+
+$$ K \ge 1 $$
+
+$$ \Delta < 1 $$
+
+$$ B_{1} > 0, B_{2} > 0 $$
+
+# Efficiency
+The most common measure of `RF` power amplifier efficiency is $$PAE$$
+(power added efficiency) and is defined as follows:
+
+$$ PAE = \frac{P_{out} - P_{in}}{P_{DC}} $$
+
+Here $$P_{in}$$ represents the `RF` input power from the source, $$P_{out}$$
+represents `RF` power delivered to the load and $$P_{DC}$$ represents the total `DC`
+power.
+
+# P1dB Compression Point
+
+The `P1dB` point is defined as the output power level at which
+the gain of an amplifier decreases by `1 dB` from its nominal value which
+indicates the onset of gain non-linearity.
+
+Most amplifier's start to compress approximately `5` to `10 dB` below their `P1dB`
+point.
+
+The `P1dB` point indicates that power amplifier's have a linear and non-linear
+region of power gain.
+
+# Load Pull
+
+`Load-pull` is an empirical `RF` `PA` design technique in which the
+reflection coefficient or impedance presented to the drain of a `RF` power
+transistor is varied by an electrical or mechanical impedance tuner to any
+arbitrary value. The technique is traditionally used to determine the optimum
+load impedance to present to an `RF` power amplifier for maximum output power.
+
+Once the optimum load impedance is determined the synthesis of matching networks
+can then take place. `Load-pull` tuners are expensive devices and are therefore
+typically out of the reach of most students or experimenters.
+
+In the case where a physical `load-pull` tuner is not available and a `non-linear`
+model for the chosen `RF` power transistor exists, then a simulated `load-pull` can
+be performed.
+
+# LC Filtering
+
+As `non-linear` devices, power amplifiers typically produce
+harmonic frequency content that must be filtered out in order to comply with
+regulatory standards on spurious emissions. `LC` networks can be constructed with
+varying number of elements (poles) in order to achieve a specific roll-off in
+the stop-band.
+
+Two types of filter response are commonly used in `RF` circuit design, these are
+the `Chebyshev` and `Butterworth` responses. `Chebyshev` `LC` filters typically have a
+steeper roll-off but suffer from passband ripple.
+
+`Butterworth` `LC` filters typically have a flat response in the passband with a
+gradual roll-off in the stop band. These types of filters can be designed
+manually using filter constants or using `RF` design software such as `Matlab` (`RF
+Toolbox`) and typically an optimization algorithm. We typically optomize for
+either stopband attenuation or input impedance.
+
+That concludes this journal entry! I have just touched on some basic principles that
+might help with understanding more advanced concepts.
+
+# Signature
+
+```
++---------------------------------------+
+| .-. .-. .-. |
+| / \ / \ / \ |
+| / \ / \ / \ / |
+| \ / \ / \ / |
+| "_" "_" "_" |
+| |
+| _ _ _ _ _ _ ___ ___ _ _ |
+| | | | | | | \| | /_\ | _ \ / __| || | |
+| | |_| |_| | .` |/ _ \| /_\__ \ __ | |
+| |____\___/|_|\_/_/ \_\_|_(_)___/_||_| |
+| |
+| |
+| Lunar RF Labs |
+| https://lunar.sh |
+| |
+| Research Laboratories |
+| Copyright (C) 2022-2025 |
+| |
++---------------------------------------+
+```