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RF and Microwave theory sits on the shoulders of Maxwell, and Hertz with the theoretical development of the connection between electricity and magnetism that started in the early 1800s. Today the use of RF and Microwave radios are ubiquitous, used by everyone every day, but still, the subject remains complex and takes many years to learn.
In this article we will start with the fundamentals of wave propagation, understanding the difference in wave velocities through a vacuum vs cables of different types and lengths. Then we will examine impendence and why it is important – gaining an understanding of impendence matching and transmission lines to ensure maximum power transfer between two devices. The second topic deals with passive frequency translation and how the properties of nonlinear devices - namely diodes, configured as frequency multipliers or frequency summation devices such as mixers - can help modify the signals' frequency. The Frequency Synthes Topic uses many of the same principles as frequency translation and details how to convert a reference frequency to a desired frequency. The next topic covers Modulation and the process of encoding information on to generated frequency – and we will look at AM and Phase Modulation and how they are combined in a vector modulator. We will look at both analog and digital implementations of modulation. Frequency planning is the optimization of the frequency translation path to ensure that intermodulation and harmonic signals do not interfere with the desired spectral purity of the signal we are trying to create. The final topic is Signal Analysis, and many of the fundamentals of synthesis and signal generation equally apply, we will look at different analysis techniques and examine the benefits and trade-offs of each one.
Experiment design considerations for real-time, closed-loop pulse streaming - 50 min workshop
Chapter One – Wave Behavior
A. Velocity
An electromagnetic wave, such as an RF or Microwave signal, propagates through a vacuum at approximately 300 million meters per second (c). However, for a coaxial cable, this can be significantly slower depending on the type of cable. Table 1 shows the specifications of an RG-316 cable.
RG-316 Coaxial Cable
Impedance:
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50Ω
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Capacitance:
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96pF/m
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Signal Loss:
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0.79dB/m @ 1000MHz, 1.27dB/m @ 2100MHz
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Velocity of Propagation:
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69%
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Nominal Delay:
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5.08ns/m
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Table 1 – Coaxial Cable Specifications
The speed of signal propagation is defined by the specification - Velocity Factor or Velocity of Propagation and is a function of the dielectric material used in the cable. For example, an RG-316 cable has a Solid Teflon dialectic giving it a velocity factor of 0.69, which means that a wave will propagate through the cable at 69% of the speed of light.
The time it takes for a wave to travel 1 meter can be calculated as
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151128130_Small.PNG)
![Advanced Microwave Topics for Quantum Physicists](https://www.taborelec.com/Pictures/20210308093510.386.png)
In figure 1 the cable velocity factor is 0.7, and the cable is 0.53 meters in length, so the wave will travel that distance in around 2.5 nanoseconds, as shown on the oscilloscope plot
This time delay can represent a significant phase shift in the signal. If the relative phase of two signals traveling along two cables needs to be minimized, then the cables need to be phase matched, either electrically or (e.g.) by extending the length of one cable until the delay is equal.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151118311_Big.png)
Figure 1 – Measuring Wave Propagation through a Coaxial Cable
B. Impedance
When connecting two or more RF or Microwave signals it is important to standardize the connection. RF systems usually define a connectivity impendence of 50Ω. There is nothing special about this value, but matching the impendence is key. In Figure 2a we connect a Tabor two channel Arbitrary Waveform Generator (AWG) to an oscilloscope. Each of the AWG outputs has both a regular output and an inverted output. In diagram 2a we have the non-inverted output connected to CH 2 and CH 3 in parallel as shown by the coaxial T-connector and the inverted output connected directly to channel 4.
![Advanced Microwave Topics for Quantum Physicists](https://www.taborelec.com/Pictures/20210308093733.240.png)
Figure 2a Connecting the Arbitrary Waveform Generator (AWG) to the Oscilloscope
Figure 2b shows the circuits of this setup and the measurement results on an oscilloscope. The direct connection on Channel 4 has a measurement result of 1Vp-p which is what the Arbitrary waveform generator is set to. If there was no source and load impendence, then the voltage would have been 2V. However, our 50Ω standard essentially creates a voltage divider network of the 50Ω source impendence and the 50Ω load impedance, hence we can say when the AWG is set to 1Vp-p we will measure 1Vp-p across our 50Ω load. In the second example, we have the 50Ω impedance of each channel in parallel due to the coaxial T-connector thus creating an overall combined loading impedance of 25 ohms and our measured value as expected is 0.5Vp-p. It is useful in this case to draw out the schematic of the interconnections to understand why the voltage of the signal is not as expected.
![20210308093202.574.png](https://www.taborelec.com/Pictures/20210308093202.574.png)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151118324_Big.png)
Figure 2b Effects of different load impedances on voltage
C. Transmission Line
A cable acts as if it is made up of groups of inductive and captative elements and as discussed in Section 1A. A wave will propagate through each element with a certain time constant, summing up to the velocity factor over a meter. In Section 1B we stated that if the impedances are all equal, the waves propagate through the system as expected and maximum power is transferred. What if we do not have a matched impedance system? If our load impendence is not matched to the source impedance, then this mismatch will cause the wave to be reflected on itself through the transmission line – Figure 3a., to a point where the addition of the transmit vs reflected waves, creates a summation or superposition that looks like a stationary or a standing wave.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139231_Big.jpg)
Figure 3a. The capacitive and Inductive Elements of a Transmission Line
This can be demonstrated on an oscilloscope. By using the same connections as in the previous section but changing the input impedance of CH 3 to 1MΩ, we can create an un-matched system. If the AWG is swept from a frequency of 100MHz to 1200MHz with persistence on the oscilloscope set, the superposition of the incident and reflected waves can be visualized as shown in Figure 3b
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151118326_Big.png)
![20210308093202.449.png](https://www.taborelec.com/Pictures/20210308093202.449.png)
Figure 3b The Superposition of the incident and reflected waves
Figure 3c shows the effects of superposition at different wavelengths. CH2 is 0.5 meters away from the source and CH3 is 1.0 meters away with a high impedance mis-matched load. At 75MHz or a wavelength of 4m the voltage at 1.0 meters is maximized and at 0.5 meters is minimal. At 300MHz or a wavelength of 1.0 meters, the amplitude at each measurement point is equal. At 1200MHz or 0.25m the signal at 1m is completely canceled, while at 0.5m it is at its maximum. The superposition of waves due to mismatched impedance can seriously affect maximum power transfer, and keeping the systems' impedances matched is critical.
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)
Figure 3c. The effects of superposition at different wavelengths
Consider the Transmission Line in Figure 3a. The closer the signal is to DC the inductors conduct more, and the higher the signal frequency the capacitors conduct more or vice versa. This means that there is an associated frequency response of the cable. A spectrum analyzer with a tracking generator can be used to perform a frequency sweep of the cable and verify amplitude attenuation as shown in Figure 3d.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151118327_Big.png)
![20210308093204.113.png](https://www.taborelec.com/Pictures/20210308093204.113.png)
Figure 3d. Frequency Response of the RG-316 coaxial cable
Chapter Two – Frequency Translation
A. Principle of operation
Fundamental frequency translation relies on the properties of nonlinear devices. Consider Figure 4b, a linear device that follows Ohm’s law. If the resistance remains constant a change in voltage across it will proportionally change the current flowing through it. A semiconductor device such as a diode is nonlinear. It does not conduct or conducts very little until the voltage drop across it reaches a certain value, then it begins to conduct. The two red plots show the difference.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139232_Big.jpg)
![20210308093202.957.jpg](https://www.taborelec.com/Pictures/20210308093202.957.jpg)
Figure 4a. Linear and non-linear device behavior
There are two types of frequency translation devices – Multipliers and Mixers. Both are based on diodes in a bridge configuration, with filter circuits, and in the case of mixers transformers are used to cancel LO and IF feedthrough frequencies.
An example of a frequency multiplier would be a ‘Doubler’ providing 2x multiplication. It produces output signals at integer multiples of the input signal frequency. For example, if I provide a 1GHz signal the ‘Doubler; will output a 2GHz signal. It will also produce frequency at 3 times, 4 times, 5 times, etc. of the input frequency. However, if the device has been designed well these will be attenuated as shown in Figure 4b.
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1J75IFSNVjaBiT+aY6uyxrt1te6oYktSDHD4QtpxKxqgkbwJTppqKk34EJW25BZbwymTa7pHlNLAUlbTgUCD0fwNcsW62yaXREnMPcw4ppzcWDurT0pPhGorTK+TMhc0Tzn1yS46FdUBuOlCd9SgpS2QFelK1GmvHtSR3dawo/JSitP8AVLuczFrUmSlSG2FsNAugjeSht4AHj2xOu9oPU1Ru+63yz2W3rut2uUeJDb3d991wJQN4gDj4SQP76j3c+wpgPF7KbajmFNpd3pCRuFz1APHu9yqc1sYdRs3b2eyMjamFlUdaJcm3JXqWlhSd5vfG9oQNDrqNAdSaq1w5LbFxi9TSM7luhC21MqehpUfuyvnCFgrJUslJ1G7oB2w11k7yNzcEfMsWlxJk+LfoTsa3q3ZTqHklLJ7yjrwrga2gYS8h51vKbYpEeOJTquqUaIaPQsnXgKotp2I3u12S6whtEkG6XFRKLg3bm0BKdwIQlxreKHAhI7X1Oh48TUVbOTHbIhvKZeSc+m82ldsdSiAEBKlJALmhWoE6je06d4kknXg4jcka622bJehxZrLz8bd55tCwpTe8NRvAdGorNquWTD4djv1zvsZ4ly6NsIdRzYTxaSUhWo6SR36sdUKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQeeHorCEuXDB21vJaSqx5GCtYJSkdSjidATp+oE15FwsLVcgsw8jtLhbUhKkkvoVqo6DgpoEjU9NeuPor3CZhP7CyT/ACoryBh5LdIbJaYW0rV1D2+4yhawtOmmiiNR0dHdoN94JednGBbPLPa13+XKnw8xYyLJ2DbAIzzcSOpMNll3nCt0IW+8peraUkPjj2g3rfb9rGzedgCb3dc8lwJ7TCLaW7fA9PemP3B6dKLKiQqMzuJjspeCVEHtubJKteqz2T3SRFkxXXGeblq3nAllAOvDoIGqQdACBpqAO9UXGBEhrp030/xoO1OYbb9m15i5HGuU5US+Xd+7h/qS3qSxDcnXQPSQyrTUjqZsNAlP3S09BCxqLbfl8HattNveZt5ql23yZBbtjdwTKL0eEgbrDRAbUAUoCQQFEa6nU61Qcm90d1+XP/WKqMoJTrPbvhVa/FyvM1snFJWzXG7wxds0nSJz7FuiKt3W59bPMuhA0cVzsVwK07g04Hj3NK1FUtkfr8H9nRfqxQbPyHafGvWyqLs0by+buxpi5SnpFwlONvIcCFuMrR1P2zYfQXUAngVEnVXGtXdZ7d8KrX4uV5msvObbCs+WXS125nmo0aQpDSN4q3U8O6eJqAqRNxaZVogdjluBya2aCXK0VzcnQ9qzw9Z/+a1FdZ7d8KrX4uV5mvqX7mbb8rl+SxUTVEp1nt3wqtfi5XmalYVog9Y7mkZPbCCuPx5uToOKv7KuLH8Fv+S2C+ZFaERnY+OxUzZzZfSl5McuttF1KDxUlK3WwSOjfFYEIaWG6jXocj/xXQfnWe3fCq1+LleZp1nt3wqtfi5Xmai6UFosFogCXI3cmtij1FJHBuT+KVx9ZqL6z274VWvxcrzNfuPey5HyGV9SqorQ9OhoJTrPbvhVa/FyvM1mWi0QBdYZTk9sUQ+jgG5PHth/Y1X6zbL7bQ/j0eUKDPn2i3mdJJyi1j05fDm5XDtj/Y1j9Z7d8KrX4uV5msO4ez5Pxy/KNY9BKdZ7d8KrX4uV5mpPIrRANz45PbE+ks8C3J/Fp7zNVipPJPbQ/Es/VpoP3rPbvhVa/FyvM06z274VWvxcrzNRdKC0XO0QDa7UDk9sADTmhLcnj25/sai+s9u+FVr8XK8zS6e1Np+Kc8s1F0Ep1nt3wqtfi5XmalEWeB2NuDsntmnViTvc3J09QeHrNVepRHuZc+Wp8g0DrPbvhVa/FyvM06z274VWvxcrzNRdKDbewO3Q4+0Zh1m/QJKhCmaNtIfCj6Sro320j/GlRvJ+eaY2jtSH1hDbVvmrWo9AAYWSaUH9L9KUoFKUoFKUoFKUoFKUoFKUoFKjb/fLdjNmm5Bd3FtwrcwuTIWhtTiktpGqiEpBUeHcAqEkbUtn8fAF7Ul5XAOLIhmd1zS6FNFnTXUacSe5u9OvDTXhQZ+Z5jjOAYzcMwy+8x7VaLWyX5UqQsJQhI6B4SToABxJIA4mvPvZzymuVTZ+VJk2VbT4d6RsZTHbnOwpMJtK7Ta5K1JhTeaSOdSAps85rqQlSiocBp2bwLC8g2+XuDtl2wWt+Hj8Z8TcPxCYjQRkD1qdNb6FSVDRSUHUN6j7roz8fiRZvK42hwZkdt6O/hFlbdaWkKStJflApIPSCKDdtuuMC7QI91tcxqXDltJeYfZWFIdbUNUqSRwIIOutZddaX271yR72mTEL9w2MXKTpIj6Fx7En3FeuI7phEniPvZOo7XXTdeVbTMGw2zwL9fsijMQ7s+xFt6myXVTHXiA2lpKNSsnUHgDw4nhQWulfgOoBHdr9oFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoFKUoPO70V72XhP7CyT/ACorxor2b9FWcDNywV1TaHAiyZGrcWCUq0ip4HTjpXlRaGrLOU/z1ssTrbSmkpkRm3Q0SpSQUkOKSoHQnThodD3jQa7HTVwy4AQMK0AG9Y0k8Ok9XSqkpaLZGg3CX2O2oKiL3QlTK9EnRGgV2/SSVj9aD4ayMsyJhEDDNcas6t+yJI1ac7X+uyhoO3rM74FIyb3R3X5c/wDWKqMq25HkbCMhuaDjNmVuzXxvKac1Pbnie3qO7Jo/wVsniXP560IOpbI/X4P7Oi/Viubsmj/BWyeJc/nqVv8AkUdD0IdjNnJMCMeLTnDVscPV9FBi7TPd7evlSv4Cqx3a2DtJyKO3nN5R2NWdekpXbKacJPAfp1WuyaPr7lrJ4lz+epR+WPoOCZ7mrb8rl+SzUUOnjVwl5HHGOW5zsZsx3pUobvNOaDRLP6fh/wAKi+yaP8FbJ4lz+eqNh4dtFsWLbL7rs9N+L6MolQZ7qutKQuzyoz28HUuerf3mwUbmoR25URqkGuHbDn9u2iXG5XuyOvIt6moSkQ1Rm2G4jygovpQhGiSC5vKKtNVFRJqrYzPh33IbfZnscs7SJkhDKlpZcJSCdNR29IuQxxZrmrsZswCHGBoGnNFcVdPb1L62FPpU52TR/grZPEufz07Jo/wVsniXP56o4sZQHLg6hbiWwqHJBWrXROrSuJ0rszB2QYGnBsFwlm+2y8sZlen7hcr1aG3ufjQkJEOI864+ykNMdWrkoKeAJaTxJII6/WHIo65cgdjFmTpDknVLTncaUdPV1wQLo/clPJhYjZHDHZXIcHNrGjaRqo8XO53umgxMyt0O0ZLOtcO3TICIiwwqNMdS4+24lICwspAAVvhRKdNU67p1IJqPsvttD+Pb8oVnnJ2CdTitk8S5/PWZackjrukRPYxZk6vIGqWnNR2w/ToK/cPZ8n45flGserHOyWOJ0gdi9lOjq+Jac48T+nXB2TR/grZPEufz0EHUnkntofiWfq01u/GcY2d5ps5xhFmjYna8ju9/NouNxvaJrLEJ1SFKYQkMqdC2l9okubgKFq7bRGqxRdp7aMMzCVjcu2YzPlwUtMy1RWpBSy+lADjJK9zeUhQKSU6oOnaqUONBrelTnZNH+Ctk8S5/PTsmj/BWyeJc/noMe6e1Np+Kc8s1F1f4L0jJpON49aMUsr026uiJHbU24AXFu7qR6vhqSK2xmOxWDDmRrFgzeEXhgQJtzOQOyZDDMwQ1Bqc0204ElIYWlxepB30JJSpfAUHWipRAPYy58tT5BqQmX2LElPRWrFj8lLSyhLzLL3NuAHgpO8oK0PSNQD4BWUnI45xxxfYzZhpMSN3mXNPUHj6ugqNKnOyaP8FbJ4lz+enZNH+Ctk8S5/PQXjk1rtqdrFvVebYi5QBGlGVDW4ptMlnmlb7RUntkhSdU6jiNeFKzNg18Zm7RGI6bBa4xVCl+mMNrCx6SroJUR/hSg/pIpSuCTJYhRnZcp5DTLKC444s6JQkDUknuACg56VoaNtn2r7VnnndgGEWk4804ppvKcpddahzCkkKVGjtaOvI1BAWVISe5qONc0zK+VZgyDd8owvCM3tTXbSGcVVJhXBtA9UptqStxDxH4IWkmg3nSqvs82h4vtRxaLl2JTTIhSSpCkLQUOsOpOi2nUHihxJBBSeINWN11thtTrriUIQCpSlHQAd8mgwX8gskaNKmyLrERHhKKJLheTutK4dqo9w8Rw8NZHXKAIAuhlsiIW+e54rARuaa72ve0rVF3xTDptryO0wszxYR8huQuTrMkpW2lYCOBDbyCdVI3idQdT4KicgwG3321W+yq20W5MZm29QTd91K1yDzTrYUkh4BI9N1IIUTuJ468akXmDi3fHmRZSnBGkNulpW6vcUDunQHQ/wBxB/vrJqk7MsMtGHW+4JsV4NxiXGX1Ulzni9ukNoQRvlSt71GvT3dKu1UKUqGyrKbBhOPzspym7R7bara0X5Ul9YShtA8J7p4ADpJIAoOvHKyve2DZ3dLVtJtm1eRYNmqEpg5DHiWyK/KgrWrREtHPJPPNkqCVtjRQGhGvEDQN72aXfZttSwm54nlFy2vYJkiJea3LG2UMRYzqo5a/rURhkBtxwFwuc0dApSe/XZPD7BfuUfmMPaptBs8q3YDY1qViWNTWtxU588Oucxs+Dgy2fUglRGpGkhinJZtmA7do+1LC8hkQcdRBmtHGFgrjRZUlSC49FOvpKV7gKm/U73EAamg3Njt8g5LYoGQWsPCJcY6JLIeZU04EKGoCkKAUk98EaitSYr/9Yeff+i7H/mJVbc7IbIm/DFuuccXUxerRD3vTOY3t3f0/B3uGtagxNKxyxM/UV6pVhdj0Tp0f1iV3e7QbK2lZDaMWwi73m+2SXeITUdSXLdFi9UOy97tQ0lv7oqJA48OPHhXnhimNXTZ5cs22mbWdrVw2bRNnU1pnHccix2ry3Z2pzAkJix+qEkl4BW6d3gniBokV6bKSFDQjWtF23kt2GRt6yzbNmU9F9j3tLAtllfZ1iwlpjJYddUgkpW4pI3QrTgkkd00HzyXrft6l2ebmu2XO1XKFewhyx2hyLGD8OKeKXH3WAEKdWCCUJ1Sno1UeNb4rrUX73yQ7g42uHPvGxmdI323GgXn8QUo8UqHqlwdTqCNS1/y9HYq3XGBd4Ee6WqYzLhy20vMPsrC0OIUNQpJHAgju0GXSlKBSlKBSlfh4igiMhyex4tEanX64tRGXnUsIUsntlnU6DTwAn9QNR962iYfj8sQbxfY8Z9THVCUKJJUjuaaDiT3AONcG0DZ/C2gW+NBk3OZb1RJBeQ/FDZUUqQpC0ELSoaKSsjXTUcCCKq1/2B2S9vWtbeUXuG1YwFQG0KaeLL4JPO77qFLV08UElPAcOFTUX4ZZjhtbd569ROo3o5ltOF0DfaCd4qA6SNBrX7jmT2jKrci7WN9T8Vw6JcLakb3hAUBqPDWt7vyfLXejYre5fprdqstrNv5tCGuffUehanCg7vSSQjd16Dw4VsjFsatWIWSJYLKxzUWG2ltIJ1J0Gmp8J0pDOujFn5pZrbk0PFZfVKJc5JUwvmFFpR0Ud3f003tEk6fbWPZ9ouMXdU5LctyKq3yExn0zGlMkKUneTpvdII4jwVWtpo2Z4LcU7WtoGUXKzhllNsQ8Jz4joCyTollGqQok8VAanQangK1Extl5G7VgnY5/SxNcjT5hnuuuy5y5AeJOqkulO+npI01004dFSPf58hqW/wCx7UMJyK9JsFnvbMmcovgNI4nRnd3z+rt06Hu68Kt1aM2LZLybsov6WNkV5jXC62hh5w7hf30tO7iVFRcA3h6Wjv6acK3nWtwUr8PRWncu22ZFMzCbs12K4gzlWQWvdTdpsuUY9rtK1AFKH3UhSluaEK5pA3tOkjWg3HStHuzOWRZ2xc5Nt2UZE02N5y2QBPgSFj8Ft91biCf+ZCQfBVw2UbXbJtUh3BpmDLs19sbwiXmyT0hMqA8RqkKA4KQoalKxqlQ6O7QbApSlApSlB53eivey8J/YWSf5UV40amvZj0Vttbs7B22mytarHkYSlI1JPUo4CvHTrHe/yPO+br+ygwgTr01cMw9g4R+wk/56VVe6xXrX2om8P/w6/sq+7QcQvVugYErqGQ8H8eZcBQyvtSqU+vdPDpAWKzMxFURPEUbJvdHdflz/ANYqoyrBklkvKshuqk2maQZr5BDCtCOcPgqN6x3r8jzfm6/srQwal8iBMiAANSbfF+rFY3WO9fkeb83X9lTt0st3652si0zDpDh6+kL4donwVJm0XH5tRadj7QL4y+2pDiZagpKhoRwFVWtp8oOzXd3bDkjjdrlrSX2yFJYUR60jwVrrrFevyPN+br+ysYNWbDpq5xCyyJfuZtvyuX5LFRNWOXZLycctyBaZm8JcrUcwrUdqz4Kiusd6/I835uv7K6IltnHu6sfy5r+NYMX2ku/xsfyl1N7OrLeEZzY1LtMxIE5oklhWg4/qrCi2S89ZLt/umZxdj6ekK/CX4Kz/ANz9IFbpWd1jvX5Hm/N1/ZTrHevyPN+br+ytDnx32XI+QyvqV1I4J7Ku/wCx5fkVx4/ZbwiW+V2mYAYUoDVhXTzKvBUjg9lvCJN237TMGtnlgasK/B/VWat0rG9TD01m2X22h/Ho8oV+mx3onUWeb83X9lZlnst5TdYZVaJoHPo4lhf4Q8FahEbcPZ8n45flGuBJ0OumtSs+x3ozpJFomkF1f/d198+CsfrHevyPN+br+ygl3M/yx2QuWLupDjiNwlttCADogbwAACVaNo7Yce16a+c/vl0yXKpd9vcxcufNDb8h9em864pCSpR07pJJrPg2G6HA7so2WVzouEQJJjq3gCh3XThrp0VG5FZLyq6KKbTMI5lnoYV+LT4KkTcV+lZ3WO9fkeb83X9lOsd6/I835uv7Kok03WfZE49ebXIVHmQSZEd5J7ZtxDu8lQ8IIFWde3jPzPYuLTtrYXFQpiMhm2sobYZWHOcZQgJ0S24XVqWnTRStCddBVZudkvJtdqSLVMJDTmo5hXDtz4Kz73js5rFMdkM2F9D0gS+eWmMoKXo7oneOmp0HAa1J0tAqDi1OLU4rTVR1OlSSPcy58tT5Brh6x3r8jzfm6/sqTRZLz2NuJ60zd7q1PDmF6+oPgqivUrO6x3r8jzfm6/sp1jvX5Hm/N1/ZQX3k8f8AE2N8hmfUKpWRsGgz7ZtCbn3CBJjx2LfNW444ypKUpDCySTpSg/pVrSnKzmy/6LouKxZLkdGYZBbMckutq3VIjSXwHtD4UJUn/wDVW6619t02dy9p2za445aZSIt3ZWzcbS+sdq1OjrDrKj4N5IB8BNBF7b9pVo5NOwm853Bx1UuFiluQmLbo43EkDRDaOHqUjhqe4K6t8lH0UfGNr8K9R9r+My8dnW5aVR3bPap1yZfbUTolQjtOKQoafdaA9yuy2z7a1g22THJOD53BiW3JWWTByPFbwEpeac03V6IXwdZVxKHE6pII7uoGVb7Zyd+S7i86TaYeNYPaXnOfkJjhKFPuaaABI1W4o9ASkE68AKDr9hXKt2FYNygc2VbbxkLOMZTa4t8cQnErsOZuaVqaeVzXU2+OcQEKKt3dJSeOtbKzDlscno4ndlDsmvYVDdAtysLu6RM1SQGSXIoQArXTtiBxqx7B7TkmU5Rk23rLbPKs7uWIYg2S2y07r8W0MbxaU6n7hx1S1OFPSAUg8RW7aDy02rYNM2ZwNn12u+wHYYwvOloflQV4eOds8da2wQoqcBdcTzyAQANSFV97LMA/pX2s7TNl+ObGNgwc2dKU03KewgoFzdSpSSkJ5zVsbySnXj369DNo+xfZ1tXueN3XPMfaubuKzuuNuDhO6h7TQFQHqgCAdDw1APcr7xbY5s+wzPcn2l49Ym4t/wAvLJuslJ9eLY0SdOgE9JPdNBojYvytOT/iGzm14/MxK7YBNhJcan4/bsNubkaFKSsh1La2Iym1p3gSFJJ11qgH0WXZIdu6dlyMPvyscU6IovvUb/Pl7TXUQub5/d14abu93dK7311quGzfAnOXXbcocw+1KuysFcnmYYyS6ZCZgbS7r+GEdrvdOlB+5zy+tguIYhd8nhPZTdH7bEXIahjErrG59QHBHOvRktoBP3SlACtc8lnaLH5fz0na1tBgKjY/hl1SzacR3t+H1YlAWmZJJ9kLTvdolQ3UHjoToa7pSosafFdhzIzT8d9Cm3WnUBSHEEaFKkngQRwINaLzbYtc9mdy/pV5OFogWy6xGwLtizKEx4GQRU8S2Ep7VqSBqW3AOJ7VXA6gN9JQlA0SkAd4V9VTtmO07Gtq+KsZTjDroQVqYlxJCObkQpKODjDyDxQtJ4Ef3jUVcN4a6a8aDSE9am+VsHEEBScBdUCe+JYrrVyKOUrsmuu1i649d4eUy9pWZS5EaffZr/VLMlcZ11SY6GkKJjMISe0UUJQrjx1Fdkbwso5VziwNSnZ88QO//Wq6tchHZpt1yC7xM7G2qxowpD89uZYIxS/N5ovrSmOtO4DH0IJ398k96kjvJK2v7PYgSt2+qUwZj1vVJaiPOsNyGvXG1upQUII/SI6D3ql7NmeM361i82y6tmLvrbKnkqZUlSPVJUhwJUkgcdCBw0PRVStuwbCrZbnbRHeuTkN1+ZJ5p6SXAlclpLayCeI0Snte9vHv18z9hePXLGOxmRfLsSqQ/JflhxHPOqeb5tYV2umhQAngO5U4HFarZlmHZkl22W65Rrkl6MXHWd0qSplSlIO8CNNCQoaHvV0p29cotPoc2W2jEbRbXsnwnMQ/Ot1hU6UO2FSHEh1DDhBCmVFzVLR9SQdOHCuwGUvbN+TFa03KwWuRccnvrSbTZbHF0VKvErfUtCQB0AFZK3FaJSgEnvHL2ccny2u9VZ1tttlpyzOr6pt+a9LjJkR7clB3m4kQLB3G2yekaFStVHuVUi6LtHLj5P1ytkS4uXTKoy5TCHlMqwy8LLZUAd0qRFKTprpqCR3jWb/tscnr8u5R/wCyb3/0lbyQhCEhCAAlI0AA4AV90Vor/bY5PX5dyj/2Te/+krQu1X0WHZTgG1e14DZsLv16tD4YM+5uQ5EJ1nnD97jPtpdXujQ+pGv3Otd6lPsJO6p5sHvFQrqZyjP9n4crHYo/mBxPsnckTQ6qWpvqgtBg9Sb+vc54nc3vuuig2AjltcnpaEr6+ZTxAPuJvf8A0lff+2xyevy7lH/sm9/9JW7xJjaDSQ14O3Fc1BodfLa5PDY3nL/k6RqBqcJvfT80rrJtI212Sz7erDtL2P7QNpOUR8gyBuVe8MdstyiMFlmGUb8TqlltOoSlSlNAnfJ101Feida92mbO7lnGQYNdoU6PHaxa+ddZKHQol1vmHG91Gnd1WDxoOu3J65ZuyCTh8nMMzznLZ99yO4yZkphOM3eVHt6A6tLMVnmo6m0htsISrdJ1VvE8TW0xy3OTwV831/yfe013ewm966d/2JWFsE5M962F5RcZlizJLePTpsx120NtKU1JbccK2HVBR0afb3i2pSOC0pSSNa7C0HWS7cp+6bWczsuzTk1RnHpstt6deb5kOO3CNDtcVvdCRzb7bRdccUrdSAdBoda63Xfls8qCx45tAyCbLwQnEJPU9ujt2d1arn/Xnoh3iHfSTvsLI11GmlelegrSL3I92Hv2vaNaHccUpjahIVIvermpSo8QGfxYCypY0+6UTQasxXlG7a8Lw/Zvtd2ws2C64RnjTInLx6zSjMszjzCnWVc22XFPoJTuq3U6jprZn+2xye+7fco/9k3v/pK23h2KWfBcVtGG4+wWbbZITMGKgnUpabSEp1PdOgqboOt2X8ujYXbMXvM2zXrI3blFt0iRFacw68NpU4lBKNVLihKRvADUkAd01RuTxyneTzsx2K2SHJvWTSLzMiG93uQnD7u4ubcpI56S4XRG3FkuKICt7d0CdDpXb672yHe7XMs9waDsWcw5GeQehSFpKVD9xNaC2HZynZGGuThtauDdvuOPgxcYustQbjX20g/1fcWe159tGjbjZOuqN4ag0Gj+R/6JXdeUxt6mbKLps5atUCXGky7TJjuqccbSzx0fBGnFOvEaaHQd2t87UmGcI5S+yrOLOy63LzJU3ELwllPayYyWFSWFud8tONq3T3A4oVb7Bsw5PuxqfdNoePYrieLSrghap90aS2xvoJ3laqJ0AJ46DQVSsJmTeUBtohbWo0Z5nZ9gseTDxp55soN6uMgBL81CTxDDbaebQo+qK1kcAKDsNSlKBSlKDzv9FdOkvCT/AORZJ/lRXkjbsnsVu59LNgUkOrZWlS3Q6tG4tKiAopGgOh6O+O9Xrb6K97Lwn9hZJ/lRXjRQWeTlER+FPiojub81wrUo6dudEaKV3yClRHhWe+dbdtdUoWbZnof/ALZj/WrrVQ6a2ttd9ptmn/pmP9aquOJ+pR+/8K17kyldkl17Y+zn+7/aKqM3lfhH99SWTe6O6/Ln/rFVGV2R9BStek/vqcuylddLXxPsOGf/AOCagR01PXYHrnavkcPyE1mrccVq5QxJ2xZJxPr7X1SK1yCvXQE/vrZm3iFJuO2++2+IguPyZbDTae+pTaAB+81wWjYpn/Zaiy3DH1MohyE9VPuuoRHS2AVqVzpO6RuIURoTrwA4kCuGFiU4eDTmmI0hZvMpTGtjWT5rsqVlNnciuOQH5chEJUpCH3Y6Eth55KFEEpSUgajunSq9sxwW25tOnN3q+JtUSGyCHSAVOSHFBtltIJ4krUCdOO6lXd0qx5TtRlHJrTktsioi2623CRGYt8dxSGVRUBnebOhBKXNVlWvTvnuVgysgwmZl+N2rZ5bbtBtKbqw+8m5PNuPOul1ABJQANABwHcKlVmirGmJzaX1i3D29zRF7JbQJm1Sx2ic6tgtzFc4U6KKVNpUrTp0PFOlQCUPRrXe4y1DeakMoVp0ahSwauOynX+nS36/lCV5DlVOb6xkXyxv6xyusTO0mPaP5k4K/vK/CP76byvwj++vyldkSuOqV1ZI4n2DK+pVVs2P26Ncp+Q9WBakM4/OcCQrTU7nDj+uqnj3suR8hlfUqq67EPZ2T/wDpud5FcsebYc2WN7WxUrX1R/fWZZlK66w+2Pr6O7+kKw1eqNZlm9tofx7flCuqOO4KV1fJ7Y+vL7v6RrH3ld1R/fWVNbW5cZKW0KUrnVnQDU9JrEoLxarS6/slv13Q8NGLtCbU2enQod46/rIGlVvJFK66HifWWfq01ecaadd2F5W222pR68QVEAanQIWSf3VR8kB66HXX1ln6tNccKb1VRyn7QsoveV+Ef303lfhH99flCCOmuyJW6KV1qtJ3j6053f0zVhym2S4uAYZPdKeZmInlBCteKXxqD4dCD3uP69K9dE/7qtPxTnlmr7tGhyoWyjZzGmsOMujrqShadCAXGiDp+rQ1yxKrV0xzn7SNXbyvwj++pRC1djLnbH2anyDWK/bZsbmw/FdQXWg+gKQe2bPQseA9+pOXb5tvx4szorsdxyQy+lLiCkltbW8hQ17hSQQe6DXS8CD1Vp6o/vqbx3Er7lKLguzxudTbIipkglWmjYIGg76iVAAd2rPhezi7tMN5/k1qXFxi3LEh5+Q0d2ToN5DaR90Fq3EajgC4np6Kxcr2p3W+zY71lt8HHW4clUqP1rbEdwK00QVLRpvFA1CToDoT061icSapy4evutubaPJg2aZDCyM7R8ixdx2y2xhahFntFLVxSpBC2yk8VNlJ0JA00VprSorYbtOzm97Qn4V3yKTLYucGZz7TqtWweaUrtE9COI+5AFK4T+JvwTR/RlSlK9Ypme7H9mm01Las5w23XV5gaMyHW919ofoOp0Wn+41oXkTbIdnEzZVatoNzw+JNyMXS6tIuE8qlPtpanPtthCnCrd0QhI4adFXHbntc2zbP9pGK4rhmMYq7YcpQqIzdrzMeaS3cgSUxlc2kgb6B2hPSQR3q1Fht85TvJ0t2H7EYmNbP8hut+ust2PHj3CVzzcZ2St9+S4NzRDTYcI3j0ndA4mg7sAacBX7XG0VltJc039BvadGvdrkoPzQU0FfJcAOhUONfoWkjeB1FB9Vo+b/9Z1s//Lp//wDsBW4rjeLVZ4Ttzu9ziwYbABdkSXktNt6nTtlKIA49+uvE3aNs5XywbZdRneOGKjZ8+z1R10Y3A4Z4O5vb2munHTvUHZWlYNqu9qvkJFystyiz4buvNyIzyXW16HQ6KSSDxrOoOrPKVuUDkwXhPKXxSczH6ufbg5NjPOBCciQeCHGE9yY30hWmikahXQDVCxPlIZHhr902+7f9ne0uM9OQI9ttsW3JFrs8FShzTLY53WRIc7UqcI1JO6lIA47q5TOxez5biWWZ5Ex+ZfsuZxp+2WeMXVOpY3lFSupmT2iHXOAUsDeISBrpWt5+yblE5lBxjbTk7dvVc8N5qTZtm7mi4imEtgLL7p4KnEDVCtNxs6AdJNB2UxRiw5ai17Uxi8q23a5WpDSRcGeamMR1kL5lxOp3SDxI79ah2Y4hieIcr/aWxitht9qTPxWzTZaIbKWg6+uRK3nFBPSo6dNbX2WbUsX2t4u3kmNOOtlDio06BJRzcq3SkHRyO+2eKHEngQenpGoNUHFUpHLDz8hI1OF2PXw/1iVQbI2l55D2Y4TdM4uFmut1i2lnn3o1sj8/IUgdJSjUa6DifAK6c7QeVTkGN3CDyj9lWzLaJcbFeWo0S7WqfGQm3XJpZ5uO9HdDi+YfClJTwSQsHQgEa12i2w7Zbbs6ah45arWrIsyyHeasmPR1DnZRHBTrn4thH3bh4Do6eFdXMw5PO3/Z1hqYVhfYyi25rk1vuuQY9bY/Mxsfk9XNPKct6NfWAkEOJPSdV6DU0G8OTJj9tze3p2/5TkcPJ80v7am3HWUqSxYmteNujtr7Zrc9SsqAWtQJOg0A7A1UMe2Y4nimWXzM8ehOwZ2RhtVyZadUIzzqNQHua9SHSDopYGqgBrrpVvoFKVQNt21JGx/Z7MzJFlfvEwSI0C329pYQqVMkvJZZb3jwSCtadVHoHGg0Zsk2EbN9rN52kZJntpuNwuDObXKI24bvKbCWUFO6kJQ4EgDXuCtY7Z/QocU2i7bLNtDxbOXrDjbXU6bpaHA9IfWGj95kKcKk7w4HX1J4iu0XJwwfO8Mxe+ytpEW2xL3kt/l3x6Jb31PMxg9u6N76gCojTidNK29QdReUnyY9j2B7A80yzF7JcoV2tFodkw5Kb1NKm3U6aK0Lumv667VWFSl2O3LcUVKVEZJJ4kncHGtJcszMMPicnjaPjtwyizsXNdid3YL01pL5JAKdGyre49I4VtDCc5wq+2+3Wuw5bZLhLTCaUY8Se084EhA1O6lROgoLbSlKBSlKBSlKBSlKBUDl2D4jn1pVY80xu33qAs6liawl1IPfGo4Hwip6tJcpra1tJ2OWay5NhuP2GZZXp6Il8uF1kOttWttwhLchfNpJ5oKIClfcggnhQa22Bcn7ZDdc52npvODxri1jmWmHamZ7zklmMyI7SwlDbiikaKUT0V2wjx2IjCI0VhDTTSQhDaEhKUpHQABwArpfPyXlLcnWFk+bz7Ns4ucjPcgblW62xrhKXImzXWkNtxoyQjtyQje16ANSdAK7c4ZLyifi1rmZpbokC+vRW3J8WI6XGWXiNVISogFQB4a0E7SlKBSlKDzv9FZ3DPwcOKUlBseR7xSnUgdSjoGo1/fXkba8Vh3aMuVEuMjdQ6hrdXHbSsqUQBoC70cRxr189FGgN3K/YBAenMwkP2fIkKkPK0Q0DFHbKPeFeaMWw4ZEtMCPN2kG13xbvUFwUqMiWyJYIWhfPlR0ZCdwKKeBI+6ANcqsWnDm037XWIu1k9ikVliXJXPk83DXuLIjtkq6OKfTe2HbJ4+EVe9rTNoNm2bFc6WAMaj7mkVJ1HOr6fTOFfM+FgsBSeumdyJ9mvEtccuQoLKHmQ2E866pOmoTvFISlJG+kcSNAKnr9tP2R3+FY7LeMVW/Dt7sqA1Khely4sRKkdTKQlZKFagqJSo8FAkEA6HhiYs1V01UUzMRfh7e5HKWq71a7fMyC9rjyLg51PIkPvbsJBCEB3QqJ53o1IH99Z2P7ML3k8J+4WO23uXHjs8+txu3oKdzj/a8Sd1Wg7u6e9V2G2XGcAyi/tYbs8iqjXJ56NPduL3PS1sLcIkRm3NNG2nGypGoTzg1CgoFIquXPbznL8GNZscejYzaYTgcYg2lCkI3gsLSVrWVOOaKSCApRA46AAkVucTHq/JTEbtZnvpBaOLki7Dr+6GH7n1VZ4z43hIuTDbDYAKt/ip3iU7mqgNSApJ07YVsnHtj2zi1NC/bU8hKWobEYsR4slnfeaYa33SNx1R7YBO6NNTrw06R17uuQ3y9qS5d7vLmbnqA+8pYRwA0SDwA0AGg7gFcuSLWp+Fqo8bdF+rFMXBxcWnLny/SPuRMQ3NtA2ibJWcpuOdYTPyCVklzaaKHpUGMqHE1SjeIQVlSnN1O5oToCVHVQ0rWV3zi7X23x7bdcyvciLFaLDbSoyd3cJBIPpvbcQnp7wqm6mv3j3TW8L09OHTEb7cZ3kzMrHMashxu3a3Cbp1XK0PUaNfUs6/faxrUq0xbpDlR7pPQ6y+242oQkdqoKBB9d79cUv3M235XL8lio6M4Gn23T0IWlR/uNdZ3I3Fg0SyRuUSGI8uYkNXmchCOpEhIADo015zveCqTLYsio+QDrjN9mN6/1NH4xzo9NreFrz3k2Yzd52TY+5f5t6vE3fU7ObShEdLy99ZAHAc2tCePEqS6odyq4l/k94zartcoou+WynZ7ZWH0hhltBJUkhA9VxKkkqJH6PDWvnYfqJ2k1ZKt0Ru32/wDWpj3aSTHsilbqbjPJ8EJHna5H4VqjPLjPzLi060ooWhcFIUlQOhBBd4EGtx2OdsbtGQyr/i1jadVh8Z+ayLpKDjV4WfWSptXa76HHB2iQEqQ0kFJJUSN02S3uPM2piPGF4ZadkXixTEqcEiRJeS2pUfUbm4ErWodCkKWkgko3q9P4mYn8s2+6Wawxq32yTPeZhyri84qFK0QiCkkjmVa9Dp7lbX5PGztF9i5pcIkuWl6JbFW3mX47bRLshKwkHed/QPe4kDuivzCdoOyDFbVb5GP4fLOQx0zHVzXXwSlkp3VoWNOlTSSQQe1KuGmp1rWW7Ybehd8jbNbdOsrF/nmZOdekhwrShYUyhCd3VASRvalRJKiOGnHz49WP6imcLDpmndrNuE694WLRrKYgcl2+SLq/DuOQsWq3xGEvybrMZAis6tJWUkpWVagqLfRxWlSRxqGsmxe8s3kqdZuDptN7btk6MiIkupUFpClboc3inVQGoBI146VQFZbky25zDl+mrauenViFPKKX9Fb43genRXGpt/aJkt/yCyTnZLUN22pYjMGE2GNAkJSVqI4rWrQFSlEknwcK7U4fqYvmqiYty+b0vDdd+2W7OtiGQXG/Z1dermZExblojwkOKTJjqbdC2Q6lZ3VDnGVaqH3BGo3uPPZOTds1ZegZXe8ycZx6FFQ7cdUNuLVJUvnG0lG/62pp2Onp1BXr36655Nfrte7k6u6T3JBaWUICtAEgaJGgHDXRI1PSdONRvV0vm1MiS7uLACk750UB0aju9A/dXCfR+oqw4jazFXGYiPEcGs0X3Oy9u2hbGtmFulWbD7tKuyGokpqQh+J/V581KExlubqlhYaeZckKSOCkqKOI0IOFdI2yPaGhzH4Km4uU5C21dHJyo7bMe282GwYjSVOa8Ww4rQrOpCADqTXW7eJ4mpTIlrTdDooj0lj6tNdY9DFP+1NU5uf9pmb1hcmCxrzRy2zs8jwsdjxw6q6PuMaPENAr3QlwnQK01ACikKHTrrWMZHJsu+RXjNMifu0eKtbkRuzxkNlangkBMpogboaUEqJQpPaladCoCtDGXKLaWjJcKEFRSneOgJ01IHh0H7hXBqe/Vj0uLV+piTOltNPr+8maOTsVkO0XY5iOOY/i+M4lGv8AGYWo3F64Rlrbmhtem8gh1C0FRC1gg6AOAFJKRpMK218nzPXmrVnWHXOJb4zaOtiWGWQiI4tIMoLcCiopJaZS3upG7qskK4V1wuh/3VaT/ZOeWai9fDWZ/wAfhVRrM311vN9TNLsk3td2aysfvuTRMBskSRFjRrJHt7zDjnPRFqWSo6PpB3ChI1SEnRWh1GmmXm+1PYHm1tuE+diU+OpDsa1wjFYGkeEEkDcSXEhTrDaW0tklCVbqwsEK1HWMKVppqdKkkE9jLny1PkGrHoMOmrNeb/Wfb+kzSuW0vaWdo8+Mqdc5rFutjIiW6E3CSlthhPBPa89pvaaakAanjVILVjP/AIjO+ZI87WBQnWvZRRTh0xTTFoRtfk/tWpO0eOY0yW451FM0SuMlAPpKu6HD/ClR+wKQ3E2homPEhti3TnV6DU7qY6yf4Uqj+mGlKUFT2nbO7DtTwu44VkCVpjzkAtvtHddivpO80+2r7laFgKB74qnbFNit2wCXcMx2hZcrMM5uyERZV5WwGktw2uDTDLep3E/dK09Uskmtu0oFfKhqCNT0dyvqlJ1Gh8g2F5fLfbXZr8w041cLnJYkyZDjy47clQIKQtKiVgagEKTu68OHCvsbO9q1osdlx3GLnHtYMuXIkiJKUI8RtSU80kbyCpwBQUd3QAknUit60qW0sTLRz+zBzBtj18sn9H9r2hXK6O847aHosdEea6t7tOeLidFIRvBRUoEgJOmp0rr3L2PZuxtRi7NmNhnJvXc5OPnINxeKbrSUCQGixzoQSTx13t3+6u+taOnqA5aFrT3Ts6f04f8AmAq7xdNicR+Bs4tcGTszhYBJjl1qRYYKWhGjupcUFLZ5rRJbWRvpOgJChqAdavtKUH5oKaDo0r9pQaS2l7LcqxzKJG2nYa3HbyhSE9e7G8rm4uSMIHqVnoRJCeCHf1JVw6NAWPlc4PceUDmN7wmLMumX3nGLNZLdii2VNzhdkPyedjvJI0bDWu84vXdSka68Rr3rI1rqzs35BeEbOOVJkHKdjZddJ867mQ7GtTrKUNw3nxo6suhRLgI1CUlI01PTwoNm7Gdjb+HTJ+0XPJrV82i5GhIut0I1THZHFEKNr62wg9AHqjqo6k1tnQDoFftKD4WtLaStaglIGpJOgArReRbe5tuyC52q2XXF5LESWzDZUZZC1yHD2scDUbyintivglHRxNb2UkKGh6KwutFsJKjbopUTqSWU669/oqcRrHNtujWL3ZWNQrC9NvKJEZvqZLqdXEOBBK0DXUjtikE8NQeNaZ5Z2Xqy3kjXi8ZFIexFAyuFBfm6qL1rbZuyGuqUlB15xCU74KT09FduTDiKe59cZpTmmgWUDXTuca0zyvtk+RbYNht0xDD7bb59zanwLs1bprnNMz+pZKH1xlL0ITzgQU6kaaq40iB1v5BF5sMnajdIb3KqzfNLkbWpcCx36LOiNTYhWNJaUzFK55Y09U1oNFa6aV3/AK0ByVIOyLI8aezvD9icbAMiiSXrNd4DsVAkwpLRAcZS6PVI100I0BGnAVv+qOm3KqseVCXnm0ccnbZTMs+J25uR19yq2NT5t5KWgShtITqhCNd3Vau5wFXTYfs5ybZ/ncF257CNmUOJdLa441lWIW1qC7EJSlXU77RSFlK9eCkqIO7xAq4csZQTyYdo5OvtE/3P1VtTHiDYLaR0dRs+QKDR+RbUdrlnuCojVoU88l2SI7TVreKJSEuqTrvcd3cbCVcT22vCpM7ZMos+KY7OlWRdxnXqfJit70Z5lbzSHCELS0EEpKk6HttB3SRW7SAa4VxmHHEPOMpU41ruKKQSnXp0PcqW0sTvuouxy6Z5fcYF6z5lcaVLVzjLC20tltGp0BSOI7nBXGtgDooOiv2qkFKUopSlKBWBerPasgtE2xXuAxOt9wYXFlRn0BbbzSwUqQoHgQQSNKz6UGh9kfJlTgGVoyLKMwmZU1jrS7fhkecnUWKAvpQCdd93TRHOHjuJCe/W9wNK/aUClKUClKUHnd6K97Lwn9hZJ/lRXjRqe/Xsx6K2stz8HWNNU2PIyNRqPYoryhsUG23GG69JnRFLRIaa1aQlCQhRSD6tGpJ1IHR0E9ygoup79csYkyGuJ9Wn+NXObCixrfc5QCAuK5utBQbO6O10Chu9sSSsajT1BqtxrxK6oaHMxuKx94T3/wBVB+ZMT2R3b5c/9YqoyrDkt3kpyO6p5mNwmvjiyn8YfBUb15k/io3iE/ZQYFS2R+vwf2dF+rFcHXmT+KjeIT9lS2RXeSl6Fo1G42+MeLKfxYoK1Ss/rzJ/FRvEJ+ynXmT+KjeIT9lBzy/czbflcvyWKiascu7yRjduIajcZcr7yn8FmovrzJ/FRvEJ+ygwNTUrBJ7H7pxPrkf+K64evMn8VG8Qn7Kk4V3kmxXQ8zG9XH+8p766Cu6no1NNT36z+vEn8VG8Qn7KdeZP4qN4hP2UHNjpPVcga/8AcpX1KqiqsWPXeSqXIBZjewpR9ZT+JVUZ15k/io3iE/ZQYFZtl1N2h/Ho8oV9deZP4qN4hP2VmWi7yVXWGC1G9fR0Mp/CHgoIy4ez5Pxy/KNY9S0+7yROkjmY3B1f3hPfPgrg68yfxUbxCfsoMCpPJPbQ/Es/Vprj68yfxUbxCfsqTyK7yRcyAzG9ZZ6WU/i00FdpWf15k/io3iE/ZTrzJ/FRvEJ+yg5bp7U2n4pzyzUXViud3ki1Wo8zG4tOfeU/hmozrzJ/FRvEJ+ygwKlE+5hz5anyDXF15k/io3iE/ZUki7SOxpw8zG9mp+8p/ANBXqVn9eZP4qN4hP2U68yfxUbxCfsoNkcmad1s2u2y49RxZfUzEl7mJTQdZd3WlHccQeCknTQpPAgkUpyfri/I2kx2ltsAGFM4paAPrKu6KUH9KNKUoFKUoFKUoFKUoKftZ2iRtk2AXfaDNsdyu8aztB9+Lb2wt9Te8ApQBIGiQSo+AGuuaNqueXXbVbduEDYBmjuNdhq7al4OQ+2K5IfDgPPabm53da7aSo0edGdhymUPMPILbja07yVpI0IIPSCDXV53k/7V2Li/sIt16bZ2JzJJuKpKZBFwjxVK1csqO7zKl8QvuNqKO9Qbg2E7aLft2wvs6s+NXiz29cp2NHFybSlUlLZ3S63ukhSCrUBQOh04cK2TWDabVbrJbItmtEJmJCgsojx47KAhtptIASlKRwAAAGlZ1ApSlApSlApSlApSlApSlB1iwDKdpGyO9Z3aJmwjMb0zdcrnXWHNt3UymXWHd3dI3nAdeB4aVojbp6JLtu2YcoTH9mNr5Pchm0T0RS7CujSzdZpdUQrqdTTnNJ06ACFcQddK9DZUuNCjqky5DUdlA1W46sISkeEngK0BtiumIy+UBsRuCrpaHVR5t6BdL7StwGFw1OvDiOHhoK5tz2h7Ttqmx3Kdn1k5N+eR5+QW1cNhyT1KlpC16aFRDpIA/VXZuzMORbRBjPJ0cajNIWO8oJANfUG5265oUu2z48pDZ3VKYdSsA94kHgazKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKDzu9Fe9l4T+wsk/yorxoCiOg17M+isNLen4O0CkKXY8jSCtYSnXqUdJOgA8Jrx77Gbj75tf0rF85QRe8rv1yRvZDX/On+NSHYzcffNr+lYvnK5I2N3ASGj1Ta/Vp6LrF7/xlBw5N7o7r8uf+sVUZVmyPHp68guaxItgCpr5GtzjA+rPcLnCo3sbuHvm1fSsXzlBF1LZH6/B/Z0X6sV89jdw982r6Vi+cqWyHHp63oREi2cIEZPG5xh0NjvuUFVpUp2N3D3zavpWL5ynY3cPfNq+lYvnKD6l+5m2/K5fksVE1aZePTzjlubEm2aplSidbpG04pZ7vOeCorsbuHvm1fSsXzlBF1KQfaC6fGR/4rp2N3D3zavpWL5ypWFj08WO5JMi2aqXH0/3nG04FXd5ygq1KlOxu4e+bV9KxfOU7G7h75tX0rF85QfuO+y5HyGV9SuoqrRYcfnty3yqTbDrCkjhdIx6Wlf2lRfY3cPfNq+lYvnKCLrNsvttD+PR5Qrn7G7h75tX0rF85WbaMcuCbrEUZFrID6CdLpGP3Q/tKCGuHs+T8cvyjWPU5Pxy4GdIIk2vQurPG6xe+f7SsfsbuHvm1fSsXzlBF1J5J7aH4ln6tNfvY3cPfNq+lYvnKk8hx2eu5lQkWwAss9N0jD72n+0oKxSpTsbuHvm1fSsXzlOxu4e+bV9KxfOUC6e1Np+Kc8s1F1abnj09VrtaRJtmoac11ucYfdn+041Fdjdw982r6Vi+coIupRHuZc+Wp8g07G7h75tX0rF85UojHZ/Y44jqm2a9WJPtnG09Qe7zlBV6VKdjdw982r6Vi+cp2N3D3zavpWL5ygu/J4/4mxvkMz6hVKyth1vkWbOxdJb0JbMa3TnFhiew6sgR1k6JSsk9FKD+lOlKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUFZ2jYDjW1HCbxgOXQxKtN6jKjSWtdDoegg9wggEeEV0fkYLsa2PsTdjmf8AJ8x2/bRmNxnCZYtvpWTsuncbd3hwQ40fXwegAKHBXD0GrAl2e1TpsS5TbdGflQFKVFecbClsFQ0UUKPFOo4HSg1rya9g1i5P2zxGL2xpg3K5SF3O8yGEbjb01zivcT9y2kaIQnuJSK2zSlApSlApSlApSlApSlApSlApSlApSlApSlB53+iunSXhJ/8AIsk/yoryKt2RwYDq1N28tsuuslbIWVp3EK3leq7pIH+Pfr109Fe9l4T+wsk/yorxooLRLyG0vQLhGaiuc5KXvIUUpGvBI1V3iNwkaa8Vn++uRvZDX/On+NcVcsb2Q1/zp/jQZ2Te6O6/Ln/rFVGVJ5N7o7r8uf8ArFVGUCpbI/X4P7Oi/ViompbI/X4P7Oi/VigiaUpQS0v3M235XL8liompaX7mbb8rl+SxUTQKlIPtBdPjI/8AFdRdSkH2gunxkf8Aiugi6UpQSuPey5HyGV9SqoqpXHfZcj5DK+pXUVQKzbL7bQ/j2/KFYVZtl9tofx6PKFBxXD2fJ+OX5RrHrIuHs+T8cvyjWPQKk8k9tD8Sz9WmoypPJPbQ/Es/VpoIylKUEpdPam0/FOeWai6lLp7U2n4pzyzUXQKlEe5lz5anyDUXUoj3MufLU+QaCLpSlBtfkx3STZtsNqvERLRkQWZMhoOthaCtDSlDeSeChqOIPTSsPk8f8TY3yGZ9QqlB/S7SlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKBSlKDzw9FXDRuGDB8rDZsmR75QAVBPUo10B01NeStsxOzXeM7KiSLruMuIbVvx2knVRAH3fhFetPorp0mYT+wsk/yoryBay3IGt9Rubrq1qSpS3jzizukEdsrU6dqnh4KCVexaxNMSpK5ly3Iit1WjDWquAJKe34gBSf3ipCFgEVxlE8G7BHaLSkxmt46qUB0L0B1QocSOjTp4VVHciurzD8dx9PNyTvOANpHe6Dpw9Sno7wrPjZrkAeYR1Y36WtG4rqdveSQonXXd117ZWp6TrQSOY2ixW3JLi3c1Xph1yU84AYrWhBWeIPOcR4ag+bxD37d/mrXnK5s2uk66ZNcVzn+dLUt5CDoBokLIA4fqqBoJjm8Q9+3f5q15ypbIEYoXYW/LuwPUEbTSM0eHNjT7uqjUtkfr8H9nRfqxQfXN4h79u/zVrzlObxD37d/mrXnKh6UFtloxTsbtwMu7bnVcrQ9TNa67rOv3f6qiubxD37d/mrXnK+ZfuZtvyuX5LFRNBMc3iHv27/NWvOVKQUYp1juWku7bu/H3iYzWvSrTT0yqnUpB9oLp8ZH/AIroOTm8Q9+3f5q15ynN4h79u/zVrzlQ9KC2Y+jExKf3Jd2J6ik66xmhw5pWv3yovm8Q9+3f5q15yvjHfZcj5DK+pXUVQTHN4h79u/zVrzlZtnRiQukTdl3cnnkaAxmtNd4f2lVqs2y+20P49HlCgk57eJdXSdZt3B55eukVr8I/2lY/N4h79u/zVrzlR9w9nyfjl+Uax6CY5vEPft3+atecqTyFvE+uR35d2B5lnojNH72n9OqpUnkntofiWfq00HLzeIe/bv8ANWvOU5vEPft3+atecqHpQWy5IxM2u170u7Ac05u6RmtT256e3qL5vEPft3+atecrjuntTafinPLNRdBMc3iHv27/ADVrzlSiEYn2Nuf1u7bnViePUzWuu4f7SqnUoj3MufLU+QaDk5vEPft3+atecpzeIe/bv81a85UPSg29sFRjydojBgSbit/qKZuh5htKfWVa6kLJ/wAKVE7AnjG2hokhpbpZt05wNoGql6R1nQeE6UoP6YKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQKUpQedvor3GZhP7CyT/KivGvdPfr2U9FT5xzLNlMJMwxkTW7zGdULf1aVNqYTvIDO8ne3ujp4a6158vbOmmIEiZ1BZC5HjuuFtNhSpJUhK1a74eI5rtN0uDXRZA0PTW6aYnfNm6Kaat82dcOPe/wAa5Y2vVDXD7tP8a7EWzZ41cLZEnuQ7CwuTHS4ptdg4NrOh3ied9ZGu6XNPVDTd7tRqsRK8hvFhgwMYEi1wos1kS7SGFO86UFSFjnCGylKlK6TqE9zWtZaOpvZ0dXiWl8mH/aS7fLn+7/aKqN0Pe/xrstd9mb71/lQ4ErC7itb6yHOtK+dWnnZIU8tlClrSndjleoB9Vp3NTpd7OkMuKa7DcaVukjXqDTX95plo6jZ0dXiVQ0HeqXyNPp8Hh/4dF+rFSvZ6j4GY18x/1rlf2iuSVJU9iGOLKEJbTrAHBKRoB09wUy0c/nY2dHV4lTtB3qaDvVbOz1HwMxr5j/rTs9R8DMa+Y/60y0c/nY2dHV4lEzAexq2/K5fks1FaHvf41cFbRFrYRHViGOFptSlpT1ANApWmp6e7uj91cfZ8j4GY18x/1plo6jZ0dXiVT3T3v8alIQ/3DdOj1yP/ABXUx2fI+BmNfMf9alMdya65JdI+LWLBsdfl3R5DLbIhAc4vXteJPDTU0y0czZ0dXiWvtB3qaDvVvJGzrazMbRIsux2yXiG6dGZlugpfYd7bd7VYVx7fVH/MlSekEVy/0W7Z3FxkQth9rndVRmJbZiQEugodYD6dSlXA82dSO50HjTJRz+dkyUdXhp3Hh/W5HD/uMr6lVRe7+ia2lCeyRUNy4xcJxVIbnizvIEdHOIecCk7qk73qTooa+A1NrwnO2pKobuBYchxDpaUFIQNB3F+q9ST2oPf4UyUc/nZdnR1eJaR0HerNsw/3tD0H39HlCtmWC2ZXk3a2rAMXcdVMEBDRigLceLiW9EjXoCloBP6QrHupy7GILd6u+zOxQGklo6vQAhxCl7xQFIKgoa7iiOHcplo5/Oxs6OrxLW1wH9fk6j78vyjWPoO9VuXtADi1OLw3GypRJJMHpJ/vr57PUfAzGvmP+tMtHP52NnR1eJVPQd6pTIx/vQ6j7yz9Wmpjs9R8DMa+Y/61yP7Q1SHC67h+OLWQBqYA6ANB3e8KZaOfzsbOjq8Sp+g71NB3qtnZ6j4GY18x/wBadnqPgZjXzH/WmWjn87Gzo6vEoi6A9arT8U55ZqL0Pe/xq3r2iKcbbaXh+OKQ0CEDqAcATqe7Xx2fI+BmNfMf9aZaOo2dHV4lUtB3qlED/s058tT5BqY7PUfAzGvmP+tTNryCfdrJc50bGMRRGtaUSZDbscIWreUEAoST2x1UOAqZaOfzsbOjq8S13p/81poe9/jW34VgzC4IKouB4irVDLiBzaNVpcAUCntuOgUCrvCsWPBySTcblbW8HxMu2rdD56nG4pSkqUlKCD2xKUKUNO4k1ctHM2dHV4fnJluc2y7XrZd7a+WJcFiTIjugalDiGlKSrj3iAaVN2iPtNw+8onq2d2a080+7EefFvDTgaCkNuqRvKBUn00AKSCONK5OL+jelKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUClKUHlr6N04tqDsucbWpKg9P0KToR2rdeVHVkkJ3Q+5ppu6b56O9Xqr6N/7X7L/jp/kt15R0HN1XK0059zo3fVHo71DJfUorU6sqV6olR1NcNKDnTMlJXvpfcSro1CiD/841wqUVHU1+UoFKUoFKUoFKUoFSVivlzxy8Q77ZZq4k6C6l6O8jTVCweB0PA/qPAjgajaUHYiftZ5WuHWe2PKbdtlthBDsRMPHYCWom6puWEqS0zo0d5bbxQsJJ5zeIO9qYSXt55S1isXWS43C4QLdHjm3HqiwsNlDbkZUfmy4pneBUwrdHHXQJI6ARK45ywszxvCpGLQ7Baw6mGiFDkBCvSGtzccSdVEqSU6kI1CUqUpQHGozaLysNpG0vEncKvMKzRbW8hKS1Ci80EhL6ZA0AO6DvJA106P30FRt39Jlri9i0CK0hMYJu60FmMpaQDohSnCCeCnNA2Va76gAne0qeuGV7drUy/dp7aGWY5TIW4uBDKd1XahIG6d5CSk6oGqUKB1CVVFJ27Zgm8uXkJjmW9bE2pxZ3zvshSFgHtuI3m0nTo04aacKxb9tgyO/wBplWmVEgoZeaDWqGyFIBUpayOPSpSiTr0dygzbFeNr2IsJfs6G21TX2pCVLjRZD7TrjiFI9WFLYK1obO72u8AkkEVAZFf85YssXEcniuMxGil+MmVAQ28QAQCl0pC1I4n7opNT8Xb1m1uisotS2IL6H25L0pgKS6+tJSe2O9oAdxOoGgNVDK8rlZbLjzJUViOphhLAQyCEHTUlWhJ0JJJOndNBA0pSgUpSgUpSgUpSgVIw7zPt8V6DFdbDEhxtx5CmkqDhbJKQdRxTqT2vQe6KjqUFute1DN7OyWLfdm207rSElURlakBvTdCSpBKdQADp6oDQ6ivmDtNzC33ade48+N1VcSFP85AYcb3glSUqS2pBQhSUqUEqSAQFEAjWqnSgvVn2k5fOuAtk64tSI14uaZMoOxWVKLrjyFLUhRTvN6lCfUkDh+ulU+2SxAuMWcW9/qZ5D27rpruqB0/wpQf/2Q==)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/2020715115720_Big.jpg)
Figure 4b. A typical frequency multiplier circuit and the measured output of a 2x Multiplier.
A mixer does not multiply the signal but adds and subtracts two signals together. We shall call one frequency the Local Oscillator (LO) and the Other Frequency the Intermediate Frequency (IF). Referring to figure 4c, when an LO is applied the positive swing turns on the green half of the bridge and the negative swing turns on the yellow half, thus only allowing the input frequency current to flow during these on and off times. If the LO frequency is much greater than the IF, which is usually the case, the high frequency switching of the diode circuit produces a time domain envelop of the lower frequency, or effectively adding the LO and the IF.
![20210308093207.512.png](data:image/png;base64,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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139233_Big.jpg)
Figure 4c. A balanced mixer
Using transformers on the input creates a balanced design. A single balanced mixer (which is less common) suppresses either the local oscillator or the signal input at the output, but not both. While a double balanced mixer (the most common) has both its inputs applied to differential circuits, so that neither of the input signals and only the product signal appears at the output, however a double balanced mixer as shown in the diagram requires a higher drive power.
Drive power is important. Too much and you will increase the intermodulation products of the mixer. too little and the mixer will not function correctly as it will be operating in the lower part of the IV curve we showed in Figure 4a.
B. Device Comparisons
There are many manufacturers of mixers and choosing the one that meets the needs of an experiment is important. Table 2 Compares Mixers from Mini-circuits, Analog Devices (ADI), Quantum Microwave, and a digital implementation in the Digital to Analog Converter of a Tabor Arbitrary Waveform Generator.
The Mini circuits mixer is the lowest cost option. It has poor suppression of both the first, second, and third side bands – but requires a relatively low drive power from the LO and has a wide IF bandwidth. The ADI mixer requires the largest drive power, but it effectively suppresses the even products, and the carrier feed through is attenuated by 28dB. The Quantum Microwave mixers are designed for lower noise applications and therefore require a lower LO power, specified at 9dBm - you can see that all the feed throughs and mixer products are well suppressed and that the lower sideband is almost 35db higher than the LO. Finally, the digital implementation has no carrier feed-through, and the unwanted sidebands are well suppressed, however, all the other mixers' operational frequencies are up to 12-15Ghz, the digital implementation is limited to 3.6GHz. In Topic 4 we will examine how to use these devices in multiple Nyquist Zones, plus through effective frequency planning a combination of digital modulation and analog modulation will result in the best signal performance at the required frequency.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/2020715120350_Big.jpg)
![20210308093208.636.png](https://www.taborelec.com/Pictures/20210308093208.636.png)
Table 2 – Mixer Comparisons
Chapter Three – Frequency Synthesis
A. Definition
The dictionary’s definition of frequency synthesis is the ability to generate a range of frequencies from a single fixed time-base or oscillator – what is often referred to as the reference.
There are multiple types of synthesis techniques that either fall into the category of direct synthesis – with multiple implementations and both analog and digital designs – or indirect synthesis which is usually an analog implementation.
B. Synthesis Types
Direct Analog Synthesis
![20210308093203.879.png](https://www.taborelec.com/Pictures/20210308093203.879.png)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139234_Big.jpg)
Figure 5a. Direct Analog Synthesis
Direct synthesis is based on analog frequency translation techniques - it is a combination of analog multiplication, mixing, and filtering stages. When higher frequency resolution is required the more complex the combination of stages becomes, however in terms of noise performance, frequency stability, and frequency switching speeds this is the most superior synthesis technique.
Direct Digital Synthesis (DDS)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139245_Big.jpg)
![20210308093207.792.png](https://www.taborelec.com/Pictures/20210308093207.792.png)
Figure 5b. Direct Digital Synthesis (DDS)
A direct digital implementation stores a waveform in memory, then using and a counter you clock through each memory location at different speeds to produce a relevant frequency. This in effect is a frequency dividing system not multiplication and addition systems like the Direct Analog System. However, the DDS can be used in multiple Nyquist zones to produce higher frequencies. This is explained in Topic Four Section C. RF Digital to Analog Converters and Multiple Nyquist Zone Operation
Indirect Analog Synthesis
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139246_Big.jpg)
![20210308093204.972.png](https://www.taborelec.com/Pictures/20210308093204.972.png)
Figure 5c. Direct Digital Synthesis (DDS)
The indirect synthesizer is based on Voltage Controlled Oscillator (VCO) or a YIG tuned Oscillator (TTO) and uses a Phase Locked Loop (PLL) Architecture. The VCO can create a frequency based on a voltage level. The accuracy of that signal is determined by the error between the phases of the reference and the VCO frequency. The PLL compares the phase and produces an error correction voltage.
Arbitrary Waveform Generator
![20210308093206.616.jpg](https://www.taborelec.com/Pictures/20210308093206.616.jpg)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/2020715126360_Big.jpg)
Figure 5d. Arbitrary Waveform Generator (AWG)
An arbitrary waveform generator (AWG) can store multiple waveforms in its memory. These waveforms can be created by specific tools either provided by the manufacturer of the AWG or by using a tool such as MATLAB and Octave. The user can index and play waveform memory combinations. Like with the DDS the highest frequency is a function of the sample clock and waveforms can be generated in various Nyquist Zones.
C. The Reference Oscillator
The reference is fundamental as by our definition of synthesis earlier – all our frequencies are derived from it. It also contributes to the quality of the synthesis we wish to perform in our signal generator. Quality can be defined by frequency stability - short term stability, or phase noise. Long term stability is defined by aging or frequency drift. There are multiple references available all with different price points and performance characteristics. Some are built into the signal generator and are based on Oven or Temperature controlled Oscillation Techniques (which are referred to as OCXO, TCXO) and external references that can be derived from a cesium time base (atomic clock) or the GPS system.
Frequency drift is defined by changes in temperature and the aging specification. In this example, you can see when lucid is tuned to 3GHz it drifts 375Hz over a year. This is a factor of 10 improvements over similar signal generators.
![20210308093510.043.png](https://www.taborelec.com/Pictures/20210308093510.043.png)
If you want to have a number of signal generators phase locked with each other, you would share a single reference between multiple synthesizers or signal generators as shown in 6a.
![20210308093212.736.png](data:image/png;base64,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)
Figure 6a. Reference Sharing Between Multiple Synthesizers.
In this scenario, we have a single reference being shared between two VCO-PLL synthesizers. If 10MHz is the reference frequency with 0.1° Phase Drift, this will produce a 10° Phase Drift at 1GHz. By changing the reference to 100MHz you receive a ten times improvement. However, this will still cause significant frequency drift problems at higher frequencies. One way to compensate for this is to use a higher reference frequency, preferably in the GHz range. In the example, the Tabor Lucid signal generator is set to 4GHz and with an oscilloscope set to maximum persistence then monitored the two locked sine waves for 15 hours. While not a quantitative measurement, qualitatively it does show there is minimal drift between the two channels over time and temperature
at 4GHz.
Phase Noise
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139247_Big.jpg)
![20210308093206.194.png](https://www.taborelec.com/Pictures/20210308093206.194.png)
Figure 7a. Phase noise plots
A single side band phase noise measurement is usually used to describe the stability of a synthesizer. In Figure 6a, you can see several effects are in play. The measurements are relative to the carrier and, that carrier would be to the left of the y axis and is often excluded from this type of plot. One phenomenon we observe is the phase noise performance decreases at higher frequency multiples with a rule of thumb of 6dB decrease in performance every time you double the frequency.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151331300_Big.jpg)
![20210308093510.043.png](https://www.taborelec.com/Pictures/20210308093510.043.png)
Figure 6a can be deciphered in terms of each element of the synthesis technique. Close to the carrier the phase noise is usually related to the reference frequency and has a steep slope, then from around 1kHz to 100MHz you see a plateau based on the noise contribution of the VCO, finally, as you move further away from the carrier broadband noise becomes the dominant factor.
D. Signal Conditioning – Output Section
The final element that determines a signal generator from a synthesizer is the output section. The output section of the signal generator provides us with the required amplitude. It allows for AM modulation, provides gain and attenuation, and ensures that the absolute levels of the generated signal fall within a specified limit. The amplitude range is enabled using attenuators, and in the case of the Tabor Lucid signal generator will allow a signal range of +15dBm to -90dBm to be generated. Up until now, we’ve specifically looked at phase noise, but there are more phenomena that contribute to a degradation in spectral purity. While poor filtering in the synthesis process can cause Harmonics, the active components used to amplify the signal will cause intermodulation, harmonics, and degradation of the broadband noise floor. Intermodulation is caused by two or more carriers constructively interfering with each other and create a frequency related side band. For every dB increase in the carrier, a harmonic will equally increase. For intermodulation, the sidebands increase by a factor of two or three depending on if it is a third order or second order product. The spectrum trace shows the third order harmonics 2f1 - f2 and 2f2 – f1, an example of a second order intermodulation product would be f2-f1, f2+f1. The center plot shows the Harmonic performance of over 60dB’s and finally the third plot represents the broadband noise floor.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151334180_Big.jpg)
Figure 7b. Typical Output Section
Chapter Four – Complex Signals and Modulation
A. IQ Modulation
To be able to transmit information a modulation technique is required. The most popular type of modulator in modern communications systems is an IQ Modulator. It is a combination of an amplitude and phase modulator, thus by mixing different combinations of signals we can create a vector with a certain amplitude and phase. This is represented on a vector diagram. There are two axes, real and imaginary, or I and Q, In-phase and Quadrature components. If the I input has a voltage applied to it and the Q is set to ground, our vector will only have the in-phase component, which would be represented by a horizontal line on the vector diagram. Conversely, if the Q vector has a voltage applied and I is set to ground we would only have a quadrature vector so the vector diagram would show a vertical line. If we apply an equal voltage to both inputs, we can create a vector in between the In-phase Axis or Real Axis and the Quadrature Axis, with a phase shift of 45 degrees. By changing the amplitude and phase difference of each input we can create a multitude of different vectors. In the QPSK modulation example, we apply symbols to each vector point 00, then a shift of pi/2 from there would be 01, a further shift 10, and the final rotation 11.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151336540_Big.jpg)
Figure 8a. IQ Modulator
In many cases an analog IQ modulator requires calibrating. The phase and amplitude need balancing, so we have the correct in-phase and quadrature outputs and minimal carrier feed though. Figure 8b shows two in phase 200MHz tones generated by two channels of an arbitrary waveform generator feeding the I and Q input – Looking at the left-hand plot, the tones are of different amplitudes and the carrier feed through is 20dB down from the lower tone. If the relative phase and the relative amplitude between the two channels is adjusted, this produces two tones with the same amplitude or balanced, and carrier feed through is minimized or nulled. As observed on the right-hand plot.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151339420_Big.jpg)
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)
Figure 8b. IQ Modulator – Balancing and Nulling
B. Vector Signal Generation (VSG)
A Vector Signal Generator usually uses a VCO based indirect synthesizer as the local Oscillator combined with a narrow band Arbitrary Waveform Generator that provides the in-phase and quadrature inputs of an IQ modulator. The IQ Modulator is nulled and balanced across the frequency range of the instrument as part of the manufacturing process. An appropriate output state is added to ensure a wide signal amplitude range is achieved.
B. RF Digital to Analog Converters and Multiple Nyquist Zone Operation
Advances in DAC technology have continued to push sample rates higher. In the case of the Tabor Proteus AWG the sample clock is 9GS/s, so in theory, the highest signal we can generate would be 4.5GS/s although a sine wave at this frequency would not be well defined being represented by a couple of sample point. However, If the sample rate is 5GS/s and we created a signal with a frequency of 500MHz or 10 sample points per cycle, that signal would appear in the first Nyquist zone at 500MHz and the second Nyquist zone at 4.5GHz or the Sample Clock minus the frequency the DAC generated. Depending on the sampling method the amplitude will have varying values.
In Figure 8c the sampling type is None Return to Zero (NRZ), i.e. the level is maintained until the next sample point. This gives a multiple Nyquist zone amplitude roll off a sin(x)/x characteristic. As shown in the figure. Many DACs allow this to be changed for example DAC from Teledyne E2V offers four types of sampling NRZ, RTZ, NRTZ & RF. The second two being variations on the first two. Using Multiple Nyquist Zones allows for the creation of more spectrally pure signals as more sample points are used, however, the trade-off is amplitude performance.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139248_Big.jpg)
![20210308093206.741.png](https://www.taborelec.com/Pictures/20210308093206.741.png)
Figure 8c. Multiple Nyquist Zone Operation
When using multiple Nyquist zones one thing to pay attention to is spectral inversion. For example, in Figure 8d the sample clock is set to 2.5GS/s. Two frequency tones with 15dB’s of amplitude difference between are generated at around 1GHz – note the upper frequency tone has a lower amplitude than the lower frequency tone. The second Nyquist zone is at 2.5GS minus 1 GHz and the lower frequency tone now has a higher amplitude as the spectrum has been inverted. The third Nyquist Zone has inverted again at 3.5GS/s – so back to the original, non-spectrally inverted signal.
In theory, using multiple Nyquist zones could go on to infinity however a key specification in an instrument is the maximum analog bandwidth that is supported. For example; if input analog bandwidth rolls off at 4.5GHz then using my previous example at 2f+fc or 2 x 2.5GS/s + 1GHz puts the two tones at around 6GHz. In this case the amplitude roll-off
will be a combination of both the sin(x)/x roll off and the roll-off of the 4.5GHz input filter. The Proteus AWG has an option for a 9GHz input filter allowing multiple Nyquist zones and the Tabor SE5082 is used in applications up to 14GHz.
D. Digital IQ Modulation
If a DAC can create direct to RF signals, then an obvious next step is to embed a modulator into the device. The Proteus Arbitrary Waveform Generator has a complex mixer embedded within its architecture and is performance was demonstrated in the mixer section. Consider Figure 9d. The Internal FPGA routes the required signal from its 16GS memory to the IQ inputs of the DAC. The I and Q are mixed with the LO, which is provided by a Numerically Controlled Oscillator. This simplifies the creation of signals especially when we want to shape pulses considering a basic Transmon circuit on the lower part of the diagram. Traditionally a combination of an AWG mixing with a LO frequency would be used to create a specific pulse shape. The mixer is often an IQ mixer, which needs to be balanced and frequency nulled and is susceptible to temperature changes. Taking a digital approach simplifies the signal creation process considerably.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151139259_Big.jpg)
Figure 8d. Multiple Nyquist Zone Operation
Chapter Five – Frequency Planning
A. Moving carrier feed through, harmonics, clock signals out of band
Creating a spectrally pure signal requires some calculation and some experimentation to ensure that the desired frequency with modulation meets the control or measurement need. In a commercial instrument, multiple up and down conversion stages will be used to effectively move nonlinear, or spurious signals out of the band. This is often referred to as the frequency plan of the instrument.
B. Multistage conversion system
A typical multistage conversion system is shown in figure 9a. The first stage utilizes an IQ modulator, then a further two up-conversion stages with filter create the appropriate output frequency while minimizing spurious interference.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/202071511183721_Big.png)
![20210308093213.111.png](https://www.taborelec.com/Pictures/20210308093213.111.png)
Figure 9a. Multistage conversion system
Referring to Figure 9b as an example - to produce two tones at 6.6GHz with limited Intermodulation. First, create a waveform in MATLAB with two tones centered around 1035MHz. This waveform has 4096 points and with the fast PCI data transfer of the Tabor Proteus unit can quickly upload this waveform and play it out. Then, using the internal IQ Modulator tuned to 2.2GHz amplitude, modulate the tones. In the second plot observe the 2.2 GHz carrier feedthrough and the tones spaces +/- 1035MHz on either side. Then, using a bandpass filter with a center frequency of the upper-sideband, feed that to an analog mixer with 4GHz of input bandwidth mixed with an LO signal of 3.4GHz. This example uses just the AM portion. Not the quadrature part. This provides an upper signal of 6.6GHz. Feedthrough will be at 3.4GHz and the lower sideband will be at 1.2GHz. Finally, use a high pass filter to ensure the feedthrough and lower sidebands are fully attenuated if required.
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/2020715115930_Big.jpg)
![20210308093210.971.png](https://www.taborelec.com/Pictures/20210308093210.971.png)
Figure 9b – Example of three stages of conversion
C. Experimentation and Trouble Shooting
This can all be achieved using relatively low cost commercially available connectorized components. As you can see there are no intermodulation products, but a couple of spurs 50dB down. The next exercise would be to determine if they are multiples of the DAC clocks, or are caused by the spectrum analyzer. To troubleshoot this, change the IQ modulator frequency and observe how the spurs behave in frequency. Or move the amplitude up and down to determine if they are due to nonlinear effects.
Chapter Six – Signal Analysis
A. Comparison of Analysis Techniques
For most RF signal measurements, a combination of Oscilloscope and Spectrum analyzer is used. Refer to Figure 10a. A spectrum analyzer sweeps a narrow bandwidth filter through a range of frequencies. The power displayed on the screen is the measured power in each sweep increment. As the filter is narrow the noise power is minimal, allowing for measurements with high sensitivity and a wide dynamic range. A variant of a spectrum analyzer is a Vector Signal Analyzer, this essentially works like a radio receiver. It does not sweep a range of frequencies but is tuned to a center frequency, then the bandwidth of the receiver filter is digitized and processed. The display could be a direct time domain representation of the acquired signal, or an FFT could be used to show the frequency range. As the filter is wider and the ADC sample rate is faster the noise and the spurious response of this type of architecture is not as good as the spectrum analyzer. But it can analyze signals with time domain behavior, namely modulated signals. An Oscilloscope or Digitizer is a broadband device. Its performance is defined by two specifications, its analog bandwidth, and its digitizer sample rate. In the example, the input bandwidth is limited to 1GHz by the analog BW, and the sample rate defines the spectral purity of the acquisition with a sample rate of 5 times the analog BW.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/20207151356160_Big.jpg)
Figure 10a Comparison of RF analysis techniques
B. Choosing the correct analysis instrument
Spectrum analyzers have the best dynamic range and sensitivity so they are used when looking for spurious interference or measuring intermodulation products. If visualization and measurement of time domain phenomena are required, then an oscilloscope is the appropriate instrument. However, due to the wideband nature of an oscilloscope, the noise performance is limited. A compromise between the two instruments is a Vector Signal Analyzer or VSA.
C. Direct Digitization
In the previous diagram, the Oscilloscope had a filter that was lower in bandwidth than the sample clock. This filter could be omitted or made wider and as in the generation example, multiple Nyquist Zones could be used. For the advanced user this opens-up a whole new range of possibilities to use the instrument in multiple Nyquist's zones. This is called under sampling, however, the signal and the theory are the same as what we talked about in synthesis and utilizing multiple Nyquist zones. The Tabor Proteus digitizer allows this type of operation, providing cost effective high frequency digitization.
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)
![](https://www.taborelec.com/Tabor/UpLoadFiles/PGallery/2020715115880_Big.jpg)
Figure 10b Direct Digitization
Conclusion
We have covered the fundamentals of wave propagation, understood the difference in wave velocities through a vacuum vs cables of different types and lengths, and gained an understanding of impendence matching and transmission lines to ensure maximum power transfer between two devices. In the second topic, we covered passive frequency translation and how the properties of nonlinear devices - namely diodes, configured as frequency multipliers or frequency summation devices such as mixers - can help modify the signal’s frequency. The Frequency Synthes Topic used many of the same principles as frequency translation and details how to convert a reference frequency to a desired frequency. Modulation and the process of encoding information on to generated frequency, using AM and Phase Modulation and how they are combined in a vector modulator, were covered. We examined both analog and digital implementations of modulation. We also learned about frequency planning or the optimization of the frequency translation path. To ensure that intermodulation and harmonic signals, do not interfere with the desired spectral purity of the desired signal we are trying to create a powerful tool. And finally, the topic of Signal Analysis and different analysis techniques and the benefits and trade-offs of each one should be understood.
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