1) Heterodyne receivers down-convert high frequency RF signals to a lower intermediate frequency (IF) by mixing the RF signal with a local oscillator (LO) signal. This allows for easier filtering and selection of the desired channel.
2) However, heterodyne receivers suffer from image interference, where signals at RF ± LO are both down-converted to the IF. Additional filtering is needed to suppress the unwanted image signal.
3) Dual-IF receivers implement two down-conversion stages to simultaneously achieve good image rejection and channel selection. However, additional issues like mixing spurs arise due to harmonics of the LO signals. Most receivers therefore use a single IF architecture.
The document discusses various impairments that can affect error vector magnitude (EVM) testing, including thermal noise, phase noise, spurious signals, amplitude and phase non-linearities, filtering effects, DC offsets, and IQ mismatches. It emphasizes that designing an accurate EVM test bench requires a low internal EVM and minimizing these impairments through calibration. Presto Engineering is an experienced test house for evaluating EVM, especially at millimeter wave frequencies.
The document discusses key aspects of WiFi evolution including 802.11ac. It focuses on technical details related to improving throughput such as wider channels, higher order modulation, and beamforming. It also covers topics like MU-MIMO, VHT160, OFDM, DACs, linearity concerns, phase noise, and their impact on metrics like data rate, throughput, and WiFi performance.
This document discusses peak-to-average power ratio (PAPR) reduction techniques for orthogonal frequency-division multiplexing (OFDM) signals. It begins with an introduction to PAPR and its causes for OFDM signals. It then outlines various PAPR reduction techniques including clipping, coding, probabilistic/scrambling, predistortion, and DFT-spreading. Each technique has benefits but also cons such as distortion, reduced efficiency, or increased complexity. The document provides analysis of PAPR characteristics for different OFDM parameters and modulation schemes.
4g LTE and LTE-A for mobile broadband-notePei-Che Chang
This document discusses the basic principles of OFDM (Orthogonal Frequency Division Multiplexing) transmission. It covers several key topics:
1) OFDM uses multiple subcarriers to transmit data in parallel. The subcarriers are spaced closely together with minimal spacing between them.
2) OFDM modulation and demodulation can be implemented efficiently using IDFT/DFT (IFFT/FFT) processing.
3) Cyclic prefixes are added to combat inter-symbol interference from multipath channels. This preserves subcarrier orthogonality.
4) With a cyclic prefix, the channel appears flat on each subcarrier, allowing one-tap frequency domain equalization. Channel estimation is done using reference symbols.
The ABCs of ADCs Understanding How ADC Errors Affect System Performancecriterion123
Dynamic range is an important consideration for digital receivers. A high dynamic range allows a receiver to capture both weak and strong signals. Digital variable gain amplifiers provide gain adjustment to keep signal levels constant at the analog-to-digital converter (ADC) input. Factors like modulation type, noise, distortion, and peak-to-average power ratio determine the required ADC dynamic range. Proper automatic gain control and oversampling can help improve dynamic range performance.
This document provides an overview of fundamentals of RF systems. It discusses topics such as microwave transmission, modulation, antennas, transmission lines, amplifiers, and filters. Key concepts covered include up-conversion and down-conversion in transmitters and receivers, characteristics of common transmission line types like coaxial cables and microstrip lines, impedance matching in amplifiers, and specifications of components like low noise amplifiers and filters. The document serves as an introduction to basic RF engineering principles.
1) Heterodyne receivers down-convert high frequency RF signals to a lower intermediate frequency (IF) by mixing the RF signal with a local oscillator (LO) signal. This allows for easier filtering and selection of the desired channel.
2) However, heterodyne receivers suffer from image interference, where signals at RF ± LO are both down-converted to the IF. Additional filtering is needed to suppress the unwanted image signal.
3) Dual-IF receivers implement two down-conversion stages to simultaneously achieve good image rejection and channel selection. However, additional issues like mixing spurs arise due to harmonics of the LO signals. Most receivers therefore use a single IF architecture.
The document discusses various impairments that can affect error vector magnitude (EVM) testing, including thermal noise, phase noise, spurious signals, amplitude and phase non-linearities, filtering effects, DC offsets, and IQ mismatches. It emphasizes that designing an accurate EVM test bench requires a low internal EVM and minimizing these impairments through calibration. Presto Engineering is an experienced test house for evaluating EVM, especially at millimeter wave frequencies.
The document discusses key aspects of WiFi evolution including 802.11ac. It focuses on technical details related to improving throughput such as wider channels, higher order modulation, and beamforming. It also covers topics like MU-MIMO, VHT160, OFDM, DACs, linearity concerns, phase noise, and their impact on metrics like data rate, throughput, and WiFi performance.
This document discusses peak-to-average power ratio (PAPR) reduction techniques for orthogonal frequency-division multiplexing (OFDM) signals. It begins with an introduction to PAPR and its causes for OFDM signals. It then outlines various PAPR reduction techniques including clipping, coding, probabilistic/scrambling, predistortion, and DFT-spreading. Each technique has benefits but also cons such as distortion, reduced efficiency, or increased complexity. The document provides analysis of PAPR characteristics for different OFDM parameters and modulation schemes.
4g LTE and LTE-A for mobile broadband-notePei-Che Chang
This document discusses the basic principles of OFDM (Orthogonal Frequency Division Multiplexing) transmission. It covers several key topics:
1) OFDM uses multiple subcarriers to transmit data in parallel. The subcarriers are spaced closely together with minimal spacing between them.
2) OFDM modulation and demodulation can be implemented efficiently using IDFT/DFT (IFFT/FFT) processing.
3) Cyclic prefixes are added to combat inter-symbol interference from multipath channels. This preserves subcarrier orthogonality.
4) With a cyclic prefix, the channel appears flat on each subcarrier, allowing one-tap frequency domain equalization. Channel estimation is done using reference symbols.
The ABCs of ADCs Understanding How ADC Errors Affect System Performancecriterion123
Dynamic range is an important consideration for digital receivers. A high dynamic range allows a receiver to capture both weak and strong signals. Digital variable gain amplifiers provide gain adjustment to keep signal levels constant at the analog-to-digital converter (ADC) input. Factors like modulation type, noise, distortion, and peak-to-average power ratio determine the required ADC dynamic range. Proper automatic gain control and oversampling can help improve dynamic range performance.
This document provides an overview of fundamentals of RF systems. It discusses topics such as microwave transmission, modulation, antennas, transmission lines, amplifiers, and filters. Key concepts covered include up-conversion and down-conversion in transmitters and receivers, characteristics of common transmission line types like coaxial cables and microstrip lines, impedance matching in amplifiers, and specifications of components like low noise amplifiers and filters. The document serves as an introduction to basic RF engineering principles.
The document discusses receiver architecture and design requirements. It covers:
1. The receiver must provide high gain of 100dB while spread across RF, IF, and baseband stages to avoid instability. It must also be sensitive to weak signals down to -110dBm and reject strong adjacent channels.
2. A superheterodyne receiver is most common as it allows for sharper filters at IF to improve selectivity. Downconverting to IF also eases image filtering requirements.
3. Automatic gain control is needed to adjust the receiver gain over a wide range of input signal levels and fit them into the baseband processing range. It helps prevent compression from strong signals exceeding the 1dB compression point.
EVM Degradation in LTE systems by RF Filtering criterion123
This document discusses OFDM, OFDMA, and SC-FDMA techniques used in LTE. It explains that LTE uses OFDM for the downlink to transmit over multiple narrow subcarriers to overcome multipath fading. OFDMA is used to enable time-frequency scheduling by allocating users to subsets of subcarriers. SC-FDMA is used for the uplink instead of OFDMA to reduce high peak-to-average power ratios. Resource blocks, which are the smallest allocable units, occupy 180kHz frequency bandwidth and 0.5ms time slots. Filter selection impacts error vector magnitude, and filters should have wide bandwidth and stable frequency response even at high temperatures to avoid signal distortion near band edges
OXX B66 Rx sensitivity and desense analysis issue debugPei-Che Chang
This document discusses OXX B66 Rx sensitivity analysis. It calculates the sensitivity for different B66 Rx configurations, including bypassing the external LNA and connecting directly to the mLNA or iLNA. It is determined that connecting to the mLNA yields better sensitivity due to the iLNA's higher noise figure degrading the cascade NF. The document also analyzes desense from Tx leakage into the Rx band and compares to a reference design from another company.
This document discusses carrier aggregation (CA) and the challenges it poses for LTE Advanced user equipment. It describes how CA works by aggregating multiple component carriers to provide bandwidths up to 100MHz. It also discusses the new requirements for cross isolation between transmit and receive bands of at least 50dB. Additionally, it covers various inter-band and intra-band challenges like higher peak-to-average power ratios, increased harmonic distortion, and intermodulation products. Finally, it presents different architectural options for implementing CA including separate antennas, switches, diplexers and multiplexers.
Why to do single-tone desense test ?
What is cross modulation ?
what's the difference between cross modulation and intermodulation ?
what is triple beat ?
The document is a presentation on radio frequency (RF) fundamentals for a technical webinar hosted by Aruba Networks. It covers various RF concepts including attenuation over distance and between frequency bands, multipath effects, channel selection, throughput versus bandwidth, noise floor and signal-to-noise ratio, and techniques to enhance wireless performance such as diversity, MIMO, beamforming, channel bonding, and modulation coding schemes. The webinar aims to explain these RF topics and their impact on effective wireless network deployment.
LTE carrier aggregation technology development and deployment worldwidecriterion123
Carrier aggregation (CA) allows the combination of multiple component carriers to increase bandwidth and throughput. CA can be intra-band, combining contiguous or non-contiguous carriers within a band, or inter-band, combining carriers across frequency bands. Inter-band CA provides more flexibility to utilize fragmented spectrum. The LTE standard defines a maximum of five component carriers for CA. CA improves downlink throughput by increasing bandwidth but may not always increase uplink throughput due to limitations of UE maximum power. Close frequency band CA and FDD-TDD CA require additional RF components to separate signal paths and prevent interference between bands.
This document outlines an RF fundamentals course taught in 3 modules. Module 1 covers basics of RF including frequency, amplitude, wavelength, phase, and polarization. It also discusses transmission line fundamentals. Module 2 discusses RF communication systems, modulation techniques, and RF design. Module 3 covers wireless technologies like Bluetooth, WiFi, and cellular standards. The course provides assignments on topics like wavelength calculation and transmission line speed calculation in different materials. It also explains dBm calculations and concepts like signal to noise ratio, gain and loss.
Performance Requirement and Lessons Learnt of LTE Terminal_Transmitter Partcriterion123
1. The document discusses transmitter output power specifications for LTE and WCDMA, including maximum output power levels and tolerances.
2. It provides lessons learned from issues with output power, EVM, and other signal quality metrics on various device bands. Common causes included improper gain mode selection, impedance mismatches, and oscillator pulling from strong RF signals.
3. Key recommendations include separating PA and transceiver shielding areas, compensating output power for temperature and frequency variations, avoiding routing near noise sources, and using proper gain/loss configurations.
This document discusses several issues related to transmitter timing and power amplifier settings in cellular devices. It notes that rich spurs have been observed in the 500-700MHz range during conducted spurious emission measurements, even across different channels and power control levels. Improper timing of power amplifier enable signals can also affect the maximum transmit power and calibration of certain bands. The timing of power amplifier on and range signals must be set correctly to avoid lower than expected output power or failures in band calibration. References are provided from Qualcomm and Slideshare documents discussing transmitter spur and GSM open-loop power control issues.
The document describes several receiver designs developed at the Analog and Mixed-Signal Center between 2000-2008, including a Bluetooth receiver, a dual-standard Bluetooth/Wi-Fi receiver ("Chameleon" receiver), and others. It provides details on the system design and individual building blocks for the Bluetooth and Chameleon receivers, such as the low-IF architecture, active complex filter, GFSK demodulator, and time-interleaved pipeline ADC. Experimental results showed the Bluetooth receiver achieved -82dBm sensitivity while the Chameleon receiver achieved -91dBm and -86.5dBm for Bluetooth and Wi-Fi modes respectively.
This document provides information about the Qualcomm S011 PAMiD module, including its applications, schematics, layout guidelines, and a comparison to the Avago AFEM-9040 PAMiD module. The S011 supports LTE, WCDMA, HSUPA bands 1-4 and carrier aggregation. Layout recommendations include separating it from other heat sources, using wide traces for power supplies, and adding vias for power and ground planes. While not pin compatible, the AFEM-9040 has a similar block diagram and footprint, requiring minor modifications for co-design.
The document discusses RF transceivers, considering architectures like heterodyne receivers, direct conversion receivers, and digital IF receivers. It also discusses transmitter architectures like direct conversion and two-step transmitters. Characterization of RF transceivers includes tests for sensitivity, dynamic range, unwanted emissions, and modulation mask compliance. An example Philips GSM transceiver implementation is presented using a 1.3GHz VCO, 800MHz VLO, and fabricated using 13GHz BiCMOS technology.
Doppler Spread and Coherence Time.pptxBhavanaMU012
Doppler spread is a measure of the spectral broadening caused by time-varying multipath effects in a mobile channel. It refers to the range of frequencies over which the received Doppler spectrum is essentially non-zero. The Doppler power spectrum gives the statistical power distribution of the channel versus frequency and is the Fourier transform of the autocorrelation function of the channel over time. Doppler spread (fD) is defined as the maximum Doppler shift and determines the coherence time Tc, which characterizes the time-varying nature of the channel.
Quadrature amplitude modulation (QAM) is a modulation technique that encodes data by varying both the amplitude and phase of radio frequency carriers. It offers advantages over other modulation techniques like PSK by transmitting more bits per symbol. Common forms of QAM include 16 QAM, 32 QAM, 64 QAM, and 256 QAM, with higher order variants transmitting more data at the cost of increased susceptibility to noise. QAM is widely used in digital cable, terrestrial television, and cellular technologies to transmit digital data over radio frequencies.
Basic blocks to understand RFFE Architecture. how Analog front end and Digital front is different. Basic components like Filter, Mixer, Power Amplifier, circulator, Duplexer, LNA and demodulator working is explained. It can held to design your own front end as RF link budget has been explained in well manner. what to do to avoid saturation of PA?
The document provides an overview of MIMO (multiple-input multiple-output) systems in wireless communications. It discusses how MIMO can provide array gain, diversity gain, and multiplexing gain to improve spectral efficiency, coverage, and quality of service. It also describes how MIMO reduces co-channel interference. The document covers MIMO channel models and capacity results for different scenarios. It concludes by discussing how MIMO can be used to maximize diversity or throughput through different transmission techniques.
Single sideband modulation is more spectrally efficient than double sideband modulation by transmitting only one sideband. In single sideband modulation, there is a 90 degree phase offset between the sine and cosine signals. In practice, I/Q imbalance and carrier leakage are inevitable due to imperfections in the I/Q modulator and DC offsets. I/Q imbalance results in an undesired sideband and constellation distortion, degrading modulation accuracy. Carrier leakage arises from LO leakage and DC offsets, degrading SNR. Techniques like calibration circuits, balanced mixing, and adjusting I/Q gains/offsets can help minimize these impairments.
Intermodulation distortion (IMD) occurs when two or more signals interact in a nonlinear device, producing unwanted signals at frequencies that are not found at the input. IMD can interfere with signals even if they are not at the same frequency. Common sources of IMD include amplifiers, mixers, and corroded connectors. Higher order IMDs have wider bandwidth, so they can interfere with more channels. Both forward and reverse IMD can degrade network performance and call quality at cell sites. Receiver filtering and transmitter filtering can help mitigate IMD effects.
A presentation on Wi-Fi6 or 802.11ax technology and RF design challenges. A 'black box' method to measure Error Vector Magnitude is also presented.
OFDMA, MU-MIMO, OFDM.
A Glimpse into Developing Software-Defined Radio by PythonAlbert Huang
Software-defined radio~(SDR) has been emerging for many years in
various fields, including military, commercial communication
systems, and scientific research, e.g. space exploration. GNU Radio
is an open source SDR framework written in Python. This talk will introduce from basic concept of software-defined radio and various
front-end hardware, and then illustrate how to use Python to develop
SDR.
This document summarizes Ankit Master's final presentation on microwave components. It describes several types of couplers - branchline, Wilkinson, modified Wilkinson, and ratrace couplers. It also discusses the design and measurement results of a gain block, low noise amplifier, and oscillator. Measurements of the S-parameters and other specifications are provided to analyze the performance of each circuit.
The document discusses receiver architecture and design requirements. It covers:
1. The receiver must provide high gain of 100dB while spread across RF, IF, and baseband stages to avoid instability. It must also be sensitive to weak signals down to -110dBm and reject strong adjacent channels.
2. A superheterodyne receiver is most common as it allows for sharper filters at IF to improve selectivity. Downconverting to IF also eases image filtering requirements.
3. Automatic gain control is needed to adjust the receiver gain over a wide range of input signal levels and fit them into the baseband processing range. It helps prevent compression from strong signals exceeding the 1dB compression point.
EVM Degradation in LTE systems by RF Filtering criterion123
This document discusses OFDM, OFDMA, and SC-FDMA techniques used in LTE. It explains that LTE uses OFDM for the downlink to transmit over multiple narrow subcarriers to overcome multipath fading. OFDMA is used to enable time-frequency scheduling by allocating users to subsets of subcarriers. SC-FDMA is used for the uplink instead of OFDMA to reduce high peak-to-average power ratios. Resource blocks, which are the smallest allocable units, occupy 180kHz frequency bandwidth and 0.5ms time slots. Filter selection impacts error vector magnitude, and filters should have wide bandwidth and stable frequency response even at high temperatures to avoid signal distortion near band edges
OXX B66 Rx sensitivity and desense analysis issue debugPei-Che Chang
This document discusses OXX B66 Rx sensitivity analysis. It calculates the sensitivity for different B66 Rx configurations, including bypassing the external LNA and connecting directly to the mLNA or iLNA. It is determined that connecting to the mLNA yields better sensitivity due to the iLNA's higher noise figure degrading the cascade NF. The document also analyzes desense from Tx leakage into the Rx band and compares to a reference design from another company.
This document discusses carrier aggregation (CA) and the challenges it poses for LTE Advanced user equipment. It describes how CA works by aggregating multiple component carriers to provide bandwidths up to 100MHz. It also discusses the new requirements for cross isolation between transmit and receive bands of at least 50dB. Additionally, it covers various inter-band and intra-band challenges like higher peak-to-average power ratios, increased harmonic distortion, and intermodulation products. Finally, it presents different architectural options for implementing CA including separate antennas, switches, diplexers and multiplexers.
Why to do single-tone desense test ?
What is cross modulation ?
what's the difference between cross modulation and intermodulation ?
what is triple beat ?
The document is a presentation on radio frequency (RF) fundamentals for a technical webinar hosted by Aruba Networks. It covers various RF concepts including attenuation over distance and between frequency bands, multipath effects, channel selection, throughput versus bandwidth, noise floor and signal-to-noise ratio, and techniques to enhance wireless performance such as diversity, MIMO, beamforming, channel bonding, and modulation coding schemes. The webinar aims to explain these RF topics and their impact on effective wireless network deployment.
LTE carrier aggregation technology development and deployment worldwidecriterion123
Carrier aggregation (CA) allows the combination of multiple component carriers to increase bandwidth and throughput. CA can be intra-band, combining contiguous or non-contiguous carriers within a band, or inter-band, combining carriers across frequency bands. Inter-band CA provides more flexibility to utilize fragmented spectrum. The LTE standard defines a maximum of five component carriers for CA. CA improves downlink throughput by increasing bandwidth but may not always increase uplink throughput due to limitations of UE maximum power. Close frequency band CA and FDD-TDD CA require additional RF components to separate signal paths and prevent interference between bands.
This document outlines an RF fundamentals course taught in 3 modules. Module 1 covers basics of RF including frequency, amplitude, wavelength, phase, and polarization. It also discusses transmission line fundamentals. Module 2 discusses RF communication systems, modulation techniques, and RF design. Module 3 covers wireless technologies like Bluetooth, WiFi, and cellular standards. The course provides assignments on topics like wavelength calculation and transmission line speed calculation in different materials. It also explains dBm calculations and concepts like signal to noise ratio, gain and loss.
Performance Requirement and Lessons Learnt of LTE Terminal_Transmitter Partcriterion123
1. The document discusses transmitter output power specifications for LTE and WCDMA, including maximum output power levels and tolerances.
2. It provides lessons learned from issues with output power, EVM, and other signal quality metrics on various device bands. Common causes included improper gain mode selection, impedance mismatches, and oscillator pulling from strong RF signals.
3. Key recommendations include separating PA and transceiver shielding areas, compensating output power for temperature and frequency variations, avoiding routing near noise sources, and using proper gain/loss configurations.
This document discusses several issues related to transmitter timing and power amplifier settings in cellular devices. It notes that rich spurs have been observed in the 500-700MHz range during conducted spurious emission measurements, even across different channels and power control levels. Improper timing of power amplifier enable signals can also affect the maximum transmit power and calibration of certain bands. The timing of power amplifier on and range signals must be set correctly to avoid lower than expected output power or failures in band calibration. References are provided from Qualcomm and Slideshare documents discussing transmitter spur and GSM open-loop power control issues.
The document describes several receiver designs developed at the Analog and Mixed-Signal Center between 2000-2008, including a Bluetooth receiver, a dual-standard Bluetooth/Wi-Fi receiver ("Chameleon" receiver), and others. It provides details on the system design and individual building blocks for the Bluetooth and Chameleon receivers, such as the low-IF architecture, active complex filter, GFSK demodulator, and time-interleaved pipeline ADC. Experimental results showed the Bluetooth receiver achieved -82dBm sensitivity while the Chameleon receiver achieved -91dBm and -86.5dBm for Bluetooth and Wi-Fi modes respectively.
This document provides information about the Qualcomm S011 PAMiD module, including its applications, schematics, layout guidelines, and a comparison to the Avago AFEM-9040 PAMiD module. The S011 supports LTE, WCDMA, HSUPA bands 1-4 and carrier aggregation. Layout recommendations include separating it from other heat sources, using wide traces for power supplies, and adding vias for power and ground planes. While not pin compatible, the AFEM-9040 has a similar block diagram and footprint, requiring minor modifications for co-design.
The document discusses RF transceivers, considering architectures like heterodyne receivers, direct conversion receivers, and digital IF receivers. It also discusses transmitter architectures like direct conversion and two-step transmitters. Characterization of RF transceivers includes tests for sensitivity, dynamic range, unwanted emissions, and modulation mask compliance. An example Philips GSM transceiver implementation is presented using a 1.3GHz VCO, 800MHz VLO, and fabricated using 13GHz BiCMOS technology.
Doppler Spread and Coherence Time.pptxBhavanaMU012
Doppler spread is a measure of the spectral broadening caused by time-varying multipath effects in a mobile channel. It refers to the range of frequencies over which the received Doppler spectrum is essentially non-zero. The Doppler power spectrum gives the statistical power distribution of the channel versus frequency and is the Fourier transform of the autocorrelation function of the channel over time. Doppler spread (fD) is defined as the maximum Doppler shift and determines the coherence time Tc, which characterizes the time-varying nature of the channel.
Quadrature amplitude modulation (QAM) is a modulation technique that encodes data by varying both the amplitude and phase of radio frequency carriers. It offers advantages over other modulation techniques like PSK by transmitting more bits per symbol. Common forms of QAM include 16 QAM, 32 QAM, 64 QAM, and 256 QAM, with higher order variants transmitting more data at the cost of increased susceptibility to noise. QAM is widely used in digital cable, terrestrial television, and cellular technologies to transmit digital data over radio frequencies.
Basic blocks to understand RFFE Architecture. how Analog front end and Digital front is different. Basic components like Filter, Mixer, Power Amplifier, circulator, Duplexer, LNA and demodulator working is explained. It can held to design your own front end as RF link budget has been explained in well manner. what to do to avoid saturation of PA?
The document provides an overview of MIMO (multiple-input multiple-output) systems in wireless communications. It discusses how MIMO can provide array gain, diversity gain, and multiplexing gain to improve spectral efficiency, coverage, and quality of service. It also describes how MIMO reduces co-channel interference. The document covers MIMO channel models and capacity results for different scenarios. It concludes by discussing how MIMO can be used to maximize diversity or throughput through different transmission techniques.
Single sideband modulation is more spectrally efficient than double sideband modulation by transmitting only one sideband. In single sideband modulation, there is a 90 degree phase offset between the sine and cosine signals. In practice, I/Q imbalance and carrier leakage are inevitable due to imperfections in the I/Q modulator and DC offsets. I/Q imbalance results in an undesired sideband and constellation distortion, degrading modulation accuracy. Carrier leakage arises from LO leakage and DC offsets, degrading SNR. Techniques like calibration circuits, balanced mixing, and adjusting I/Q gains/offsets can help minimize these impairments.
Intermodulation distortion (IMD) occurs when two or more signals interact in a nonlinear device, producing unwanted signals at frequencies that are not found at the input. IMD can interfere with signals even if they are not at the same frequency. Common sources of IMD include amplifiers, mixers, and corroded connectors. Higher order IMDs have wider bandwidth, so they can interfere with more channels. Both forward and reverse IMD can degrade network performance and call quality at cell sites. Receiver filtering and transmitter filtering can help mitigate IMD effects.
A presentation on Wi-Fi6 or 802.11ax technology and RF design challenges. A 'black box' method to measure Error Vector Magnitude is also presented.
OFDMA, MU-MIMO, OFDM.
A Glimpse into Developing Software-Defined Radio by PythonAlbert Huang
Software-defined radio~(SDR) has been emerging for many years in
various fields, including military, commercial communication
systems, and scientific research, e.g. space exploration. GNU Radio
is an open source SDR framework written in Python. This talk will introduce from basic concept of software-defined radio and various
front-end hardware, and then illustrate how to use Python to develop
SDR.
This document summarizes Ankit Master's final presentation on microwave components. It describes several types of couplers - branchline, Wilkinson, modified Wilkinson, and ratrace couplers. It also discusses the design and measurement results of a gain block, low noise amplifier, and oscillator. Measurements of the S-parameters and other specifications are provided to analyze the performance of each circuit.
This document provides an introduction to RF design, covering key concepts such as the RF spectrum, transmitter and receiver components like antennas, filters, amplifiers and mixers, and modulation techniques. It also discusses important considerations for RF link design such as link budget and environmental factors. Test equipment used for verification is explained, including spectrum analyzers, signal generators, vector network analyzers and power meters. The goal is to provide foundational knowledge for the design of radio frequency systems.
This document is the preface and table of contents for the INTELSAT VSAT Handbook. The handbook was prepared by INTELSAT to provide information about VSAT networks via the INTELSAT satellite system. It contains chapters that introduce VSAT networks and applications, describe multiple access protocols, and provide guidance on planning, implementing and analyzing VSAT networks. The table of contents outlines the chapters and major sections within the handbook.
This document outlines a project to design a 180-degree hybrid coupler. It discusses the limitations of conventional 180-degree hybrid designs in terms of compactness and bandwidth. It then proposes several novel design methodologies to address these limitations, including using a Wilkinson power divider design, phase reversal methods, folded line configurations, and artificial transmission lines with left-handed materials. The goal is to develop a more compact and broadband 180-degree hybrid coupler design.
This session combines the high speed analog signal chain from RF to baseband with FPGA-based digital signal processing for wireless communications. Topics include the high speed analog signal chain, direct conversion radio architecture, the high speed data converter interface, and FPGA-based digital signal processing for software-defined radio. The demo board uses the latest generation of Analog Devices’ high speed data converters, RF, and clocking devices, along with the Xilinx Zynq-7000 SoC. Other topics of discussion include the imperfections introduced by the modulator/demodulator with particular focus on the effect of temperature and frequency changes. In-factory and in-field algorithms that reduce the effect of these imperfections, with particular emphasis on the efficacy of in-factory set-and-forget algorithms, are examined.
This document discusses using a vector network analyzer (VNA) for signal integrity testing. It begins with an overview of RF connectors and their impact on measurement accuracy. It then describes how a VNA works, measuring both amplitude and phase to determine S-parameters. Key aspects covered include calibration to define a reference plane, measuring transmission and reflection parameters, and converting frequency domain data to the time domain. Applications discussed include time domain reflectometry for fault detection and measuring rise times.
This document provides an overview of GSM fundamentals and RF concepts. It discusses the basics of cellular telephony including frequency reuse, handovers, and multiple access methods. It then describes the key components of the GSM network architecture such as the mobile station, base station system, network switching system and databases. Specific topics covered include GSM channel architecture, call flows, planning steps and optimization techniques.
Differential structures such as backplanes and cables are the primary means for transmitting high speed serial data signals. Signal integrity of these systems is determined by the characteristics of the media such as insertion loss, crosstalk, and differential to common mode conversion.
Complete measurement of the mixed mode s-parameters is often performed by transforming single-ended s-parameters and assuming that the system is linear. In some cases, linearity cannot be assumed such as where active components are used.
This presentation describes how to measure true differential s-parameters which can be measured even in the presence of non-linear elements.
The document defines an antenna as a metallic device for transmitting and receiving electromagnetic waves between free space and a transmission line. It discusses basic antenna parameters such as radiation resistance, input impedance, polarization, radiation pattern, gain, beamwidth, bandwidth, and efficiency. It also describes common RF connectors like N-connectors and BNC connectors. Finally, it outlines how to test antennas using a vector network analyzer and provides formulas for evaluating antennas based on free space loss, total loss, and received signal level.
1. The document discusses the relationship between FTTH (fiber to the home) and LTE networks for both fixed and mobile operators. It explores whether LTE can substitute for fixed networks in some cases and the factors that determine this.
2. Key considerations for operators in choosing a network investment strategy include how far to roll out fiber, whether LTE can replace copper networks in rural areas, when to transition from 3G to 4G, and how technologies like WiFi can reduce mobile network costs.
3. The economics of FTTH versus LTE deployment depend on factors like population density, spectrum availability, and the need for usage caps. LTE may be preferable to DSL in low density areas
Microwave couplers are passive devices that divide and distribute power between transmission lines. There are different types of couplers including directional couplers, hybrid couplers, and Lange couplers. Key specifications for couplers include coupling factor, isolation factor, directivity, and losses. Recent developments aim to reduce size and increase bandwidth, such as using novel phase inverter designs in hybrid couplers.
Software defined radio technology : ITB research activitiesDr.Joko Suryana
A.Introduction
1.From 1G to 5G
2.5G, from Device to Data Center
B.Programmable Networks
1.Software Defined Radio Technology
2.From Software-Defined Radio to Software-Defined Networking
3.Project Example : Princeton Univ : Software-Defined Cellular Core networks and New York Univ USA : SDN-controlled LTE using SDR
C.SDR Projects at LTRGM ITB
1.SDR for 5G Physical Layer Design
2.SDR for AESA Radar Receiver
3.SDR for Nanosatellite Ground Station
4.SDR for Communication and Identification for IFX
Este documento presenta los objetivos y contenido de una conferencia sobre análisis de radiopropagación. La conferencia revisará la clasificación de los modos de propagación de ondas, introducirá los componentes de pérdidas de propagación a gran y pequeña escala, y elaborará el balance de potencia de un radioenlace. También comparará modelos de predicción de pérdidas y aplicará el modelo de propagación en espacio libre.
This document discusses software defined radio (SDR) and various low-cost SDR devices that can be used for experimenting with radio signals, including RTL-SDR USB dongles, HackRF, NooElec SDR sticks, and FUNcube Dongles. It provides information on software like GNU Radio, Gqrx, rtl-sdr library, ViewRF, and OpenBTS for processing radio signals on devices like the BeagleBone Black.
A directional coupler is a passive device that couples part of the transmission power from one transmission line to another. It has four ports: input, transmitted, coupled, and isolated. Key parameters are coupling factor, loss, isolation, and directivity. Directional couplers are commonly used to monitor power and frequency without interrupting the main signal, for frequency and power measurements, and combining signals to a receiver when isolation is high.
This document defines and describes network functions for one-port and two-port networks. It explains that a one-port network has a single terminal pair that can be represented by a driving point impedance or admittance function. A two-port network has input and output ports, and can be characterized by various matrix parameters including impedance, admittance, transmission, and hybrid parameters. The document also defines driving point and transfer functions that describe the relationships between voltages and currents at the ports of a two-port network.
Curtiss-Wright Corporation held an earnings conference call on February 16, 2017 to discuss its financial results for the fourth quarter and full year of 2016. Key highlights from 2016 included operating margin expansion of 130 basis points to 14.6%, 12% growth in diluted earnings per share to $4.20, and strong free cash flow of $376 million. For 2017, the company expects sales growth of 3-5% including the acquisition of TTC and continued operating margin improvement through ongoing initiatives. Curtiss-Wright reaffirmed its commitment to balanced capital allocation and delivering solid financial results in 2017.
This document discusses audio processing using a digital VU meter and spectrum analyzer. It provides information on what each tool is, how it works, and its applications. A VU meter displays signal levels in audio equipment and is used to avoid overloading and ensure consistent sound levels. A spectrum analyzer displays the amplitude of signals over a frequency range in real-time, allowing analysis of signal properties like frequency, power, and distortion. It uses fast Fourier transforms and is applied to analyze transmitter performance and signals in various fields.
1) Digital to analog converters (DACs) convert digital input signals into analog output signals. Common DAC circuit types include weighted resistor DACs, R-2R ladder DACs, switched current-source DACs, and switched-capacitor DACs.
2) R-2R ladder DACs use only two resistor values (R and 2R) which makes them easy to manufacture with less errors compared to weighted resistor DACs.
3) DAC resolution refers to the fineness of output voltage changes for each change in the least significant bit of the digital input. Higher resolution DACs allow for finer detail in the approximated analog output signal
RF Basics & Getting Started Guide by AnarenAnaren, Inc.
This document provides an overview of parameters and considerations for selecting a low-power wireless solution. It highlights products from Anaren's Integrated Radio module line, including how they fit into a typical low-power design. Development tools and evaluation modules are also discussed. Stack considerations cover aspects like application and protocol design freedom across various standards.
Join us for a LIVE WEBINAR on this topic! Wednesday, November 14, 2:00pm ET
http://bit.ly/XPgjO7
Wide bandwidth modulation is becoming more common in communications. The emergence of the 802.11ac wireless Ethernet standard has extended the modulation bandwidth to 160 MHz which requires very wide band measurement equipment to measure. This presentation illustrates the details of a measurement method that uses a real time digital down converter and post processing software that measures the performance of this signal.
Performances des turbo codes parallèles pour un canal satellite non linéaireRachidz
1) The document analyzes the performance of parallel concatenated codes (turbo codes) with iterative decoding for error correction on nonlinear satellite channels.
2) It simulates a digital satellite transmission system using parallel turbo codes with QPSK modulation.
3) The simulation evaluates how varying parameters like constraint length, interleaver size, and number of iterations affects the bit error rate performance of turbo codes compared to Viterbi decoding.
About DPSK and its transmission and receiver with a waveform of DPSK with a digital signal.
Numerical to find PSK, FSK, ASK, and DPSK.
Advantages and Disadvantages of DPSK
This document discusses various types of analog-to-digital converters (ADCs) and digital-to-analog converters (DACs). It describes the basic principles of operation for successive approximation (SAR) ADCs, resistor ladder DACs, and R-2R DACs. It also covers specifications for converters like resolution, speed, settling time, and linearity. Common applications that use DACs are also mentioned such as function generators, digital oscilloscopes, and video conversion.
This document discusses various techniques for encoding digital signals for transmission, including:
1) Non-return-to-zero (NRZ) encoding schemes which use different voltage levels to represent 1s and 0s without returning to a baseline between bits.
2) Manchester and differential Manchester encoding which add transitions in the middle or start of each bit to provide clocking functionality.
3) Phase-shift keying (PSK) and quadrature PSK (QPSK) which represent data by shifting the phase of the carrier signal.
4) Amplitude-shift keying (ASK), frequency-shift keying (FSK), and quadrature amplitude modulation (QAM) which are used to transmit
The document discusses improving the efficiency and linearity of RF power amplifiers. It proposes using a technique called outphasing which decomposes the input signal into constant amplitude signals. Additionally, it introduces using specially optimized nonlinear Q-filters to process the decomposed signals in order to improve the spectral content without sacrificing the peak-to-average power ratio. This enhances the linearity and relaxes the stringent alignment requirements of traditional outphasing amplifiers, making the technique more practical to implement. The key innovation is the use of these nonlinear Q-filters applied in the digital domain to optimize the tradeoff between spectral content and signal crest factor.
Frequency Modulation In Data TransmissionBise Mond
This presentation includes concepts of FM, generation of FM, transmission, reception, with the concepts of stereo FM and some basic circuitry of receiver and transmitter system.
1) The document proposes a DC-invariant gain control technique for CMOS variable-gain low-noise amplifiers (VG-LNAs). This technique provides constant DC bias current even when the RF power gain is tuned over the gain control range.
2) A differential cascoded amplifier topology is used for the VG-LNA circuit. A gain control circuit composed of MOS transistors is connected across the differential nodes to control gain while maintaining constant bias current.
3) A 0.18 μm CMOS VG-LNA implemented with this technique showed a constant 7.8±0.5 mA current from 1.5 V supply when tuning gain from 0 to 12.3 dB at 3
The document discusses 3G and 4G wireless technologies and their advances and challenges. It provides an overview of the evolution from 1G to 2G to 3G wireless networks and standards. It also discusses key 3G services and technologies like CDMA, OFDM, and customized applications for mobile networks. The document outlines some of the challenges in further advancing wireless networks to 4G.
The document discusses 3G and 4G wireless technologies, including an overview of 3G services and standards such as CDMA, TDMA, OFDM, and GSM. It also examines challenges and the evolution toward seamless networking and 4G wireless, aiming to provide internet access on wireless networks.
The document discusses analog to digital converters (ADCs). It begins with an introduction comparing analog and digital signals. It then provides examples of ADC applications and types of ADCs including flash, delta-sigma, dual slope, and successive approximation ADCs. For each type, it discusses advantages and disadvantages. It focuses on successive approximation ADCs, providing an example of how one works to convert an analog input voltage to a digital output value. Finally, it discusses how an ADC subsystem is used in microcontroller chips like the HC11.
Phase Shift Keying (PSK) is a digital modulation technique that encodes data by manipulating the phase of a carrier wave. There are three main types of PSK: BPSK uses two phases separated by 180 degrees to represent 1 and 0; QPSK uses four phases separated by 90 degrees to represent 2 bits per symbol; DPSK shifts the phase relative to the previous symbol by 0 or 180 degrees without a reference carrier. PSK is commonly used in optical communications systems due to its efficiency and noise resistance.
Design and implementation of qpsk modulator using digital subcarrierGongadi Nagaraju
The digitally implemented QPSK modulator is developed for satellite communication for future satellite missions. As we know that for space application power and bandwidth are most important parameters.The size of PCB and component count are also important parameters. To reduce these all parameters we design new approach. The new approach also minimizes the component count and hence reduces the PCB size. In this modulator summation, orthogonal sub-carrier generation and mixing of subcarrier with data are all digitally implemented inside the FPGA
The document discusses various digital and analog modulation techniques:
1) AM, FM, ASK, PSK, and FSK are described as different modulation methods that encode data onto amplitude, frequency, or phase of a carrier signal. ASK encodes bits as presence or absence of a carrier amplitude, while PSK and FSK vary the phase or frequency.
2) Digital modulation techniques like ASK, PSK, FSK are compared, with PSK generally having better noise immunity but greater complexity than ASK.
3) Key concepts in modulation and demodulation are introduced, including matched filters, carrier recovery in ASK, coherent vs non-coherent detection, and the use of VCOs
This document provides an overview of analog to digital converters (ADCs). It discusses the basic process of converting a continuous analog signal to discrete digital values. It then describes several common types of ADCs - successive approximation ADCs, dual slope ADCs, flash ADCs, and pipeline ADCs. For each type, it provides details on how the conversion process works, as well as advantages and disadvantages. It explains key steps and components involved, such as sampling and holding, quantizing, encoding, comparators and resistors. The document serves to introduce the fundamental concept and major implementation techniques for analog to digital conversion.
This document provides an overview of key concepts in radio frequency (RF) technology for wireless communication systems. It defines terms like dBm for measuring power, and modulation schemes like amplitude shift keying (ASK), frequency shift keying (FSK), and phase shift keying (PSK) for encoding digital signals onto radio carriers. The document also outlines considerations for selecting an appropriate low-power wireless solution, including radio spectrum and network types.
This is an overview of the Analog Devices’ JESD204 Interface Framework, a system-level software package targeted at simplifying development by providing a performance optimized IP framework.
The document discusses using frequency planning to eliminate spurious signals from a PLL (Phase Locked Loop) and VCO (Voltage Controlled Oscillator). It describes:
- Integer boundary spurs that occur at integer multiples of the Phase Frequency Detector (PFD) frequency and are stronger near integer boundaries.
- How varying the PFD comparison frequency by changing the reference frequency or reference divider can change where integer boundary spurs occur, allowing frequencies furthest from the desired signal to be avoided.
- ADIsimFrequencyPlanner, a tool that simulates spur powers over an output frequency range and selects the optimum PFD frequency at each step to minimize spurs.
Analog Devices is addressing the challenges of increasing wireless spectrum congestion by simplifying radio system design through its RadioVerse transceiver technology. The AD9371 is a new transceiver that offers higher bandwidth and dynamic range compared to the AD9361, expanding Analog's one-chip transceiver family. RadioVerse solutions simplify radio design, reduce size/power consumption, and provide software tools to decrease development time. The technology targets markets including cellular, industrial IoT, aerospace/defense, and test & measurement.
This document provides an overview of power management solutions for RF signal chains from Analog Devices. It discusses typical RF signal chain topologies and the power requirements of various RF blocks. It provides examples of power solutions for the AD936x SDR, AD9370 transceiver, AD9162 RF DAC, ADF4355 PLL/VCO, and GaN amplifier voltage generation. It also discusses using LC filters to attenuate switching regulator output ripple and introduces the ADP5003 switching regulator and LDO. The training is estimated to take 20-24 minutes and cover these topics over 24 slides.
This document provides an overview of RF control products, specifically RF switches and RF attenuators. It begins with an introduction to RF control products and their applications. It then discusses RF switches in more detail, covering naming conventions, technologies, characteristics like isolation and power handling, and application considerations. RF attenuators are also discussed, including fixed attenuators, digitally-controlled attenuators, and analog attenuators. Example applications of RF switches and attenuators are provided. New RF switch and attenuator products are introduced at the end.
Digital isolation plays a key role in designing industrial motor control systems. This presentation takes you through why, where and how for isolation designs that optimize system performance while meeting the ever stringent safety and efficient standards. Analog Devices, Nicola O'Byrne at PCIM 2015
Isolation in gate drive is one critical area for designing efficient, safe and highly productive motor control systems. Learn how the latest ADI isolated gate drives can help you solve the design challenges. Analog Devices, Dara O'Sullivan PCIM 2015
Software-defined radio (SDR) is a radio communications system that uses software to replace conventional radio hardware, allowing it to be reprogrammed for different frequency bands and standards. The global SDR market is expected to grow from $26.49 billion in 2014 to $13.87 billion in 2020, representing an 11.39% compound annual growth rate. North America currently makes up 26.5% of the SDR market, while military applications account for $694 million in revenue in 2014 growing to $1.32 billion by 2020.
SPIsolator Dedicated Digital Isolator for SPI CommunicationsAnalog Devices, Inc.
This document introduces Analog Devices' new portfolio of SPI digital isolators based on their iCoupler digital isolator technology. It provides an overview of Analog Devices' dedicated SPI isolator products, including small package sizes, multiple slave control and high speed operation. It also summarizes the benefits of migrating from optocoupler-based or discrete component-based SPI isolation solutions to Analog Devices' SPI isolator integrated circuits.
The document introduces Analog Devices' new ADSP-BF70x series of ultra-low power DSP processors. The BF70x offers scalable performance up to 400MHz from its new Blackfin+ core, with single-cycle complex math capabilities. It provides best-in-class power efficiency of 118mW/MMAC at 400MHz and features advanced security, low BOM cost starting at $3.99, and industry standard connectivity. The BF70x targets applications in intelligent lighting, portable audio, healthcare, automotive, industrial imaging, and communications.
When it comes to high performance signal chains, you need high performance power solutions. Noise sensitive
circuits such as analog-to-digital converters (ADCs), digital-to-analog converters (DACs), amplifiers, and phase
lock loops (PLLs)—as well as FPGAs—demand low noise power supplies that require specialized design
techniques. Engineers spend hours trying to figure out how to power these circuits without adding noise.
This presentation will focus on understanding various methods for not only approaching but meeting system
requirements. The session will introduce tested solutions and layout considerations that must be taken into
account when designing with switching regulators and low drop out (LDO) regulators.
This document discusses efficient motor control solutions and Analog Devices' high performance servo control field programmable gate array (FPGA) module (FMC) board. It provides an overview of motor control strategies, feedback sensors, isolation requirements, and Analog Devices technologies that improve motor control system performance. The Analog Devices FMC solution addresses power, isolation, measurement, and control challenges in motor control applications. It allows accurate measurement of motor feedback signals and interfacing with Xilinx FPGAs.
Finding the right combination of parts to create a signal chain can be a complex and daunting task, due to time demands, unfamiliarity with various technology areas, and the enormous amount of unproven solutions scattered across the Web. Signal Chain Designer is an intelligent selection and design tool that accesses verified product combinations and applications circuits, which can be customized or newly created according to user specifications. The Signal Chain Designer experience is supported by direct access to online EE design tools, evaluation hardware, software, documentation, and ADI Circuits from the Lab® reference circuits.
Sensors are the eyes, ears, and hands of electronic systems and allow them to capture the state of the environment. The capture and processing of sensor inputs is a delicate process that requires understanding of the signal details. Integration of sensor functions onto silicon has brought about improved performance, better signal handling, and lower total system cost. MEMS (microelectromechanical systems) sensors have opened up entire new areas and applications. In this session, the fundamental MEMS sensor concept of moving fingers that form a variable capacitor is covered, along with how it is turned into a usable motion signal. Adaptations for multiaccess sensing, rotational sensing, and even sound sensing, along with concepts of how these devices are tested and calibrated, are covered.
The industrial control market involves the monitoring and control aspects of both complex and simple processes. Common trends within the industry, notably the drive for increased efficiencies, better robustness, higher channel densities, and faster monitoring and control speeds, subsequently drive new technology advancements for semiconductor manufacturers. This session aims to give a broad overview of the system requirements for both field instruments (sensors/actuators) and control room (analog input/output) modules, and demonstrates a typical I/O module configuration with HART® (highway addressable remote transducer) connectivity.
Instrumentation: Test and Measurement Methods and Solutions - VE2013Analog Devices, Inc.
Tilt Measurement: Tilt measurement is fast becoming a fundamental analysis tool in many fields including automotive, industrial, and healthcare. Navigation, vehicle dynamic control, building sway indication, and motion detection systems all rely on this simple, cheap, and precise way of angle monitoring. MEMS accelerometers are better suited to inclination measurement than other methodologies. This session will address the challenges encountered when designing a dual-axis tilt sensor using a MEMS accelerometer including measurement resolution, signal conditioning, single- vs. dual-axis, angle computation, and calibration.
Impedance Measurement: The measurement of complex impedance is widely used across industrial, commercial, automotive, healthcare, and consumer markets, and can include applications such as proximity sensing, inductive transducers, metallurgy and corrosion detection, loudspeaker impedance, biomedical, virus detection, blood coagulation factor, and network impedance analysis. This session will cover the concepts, approaches, and challenges of performing complex impedance measurements and will present a system-level solution for impedance conversion.
Weigh Scale Measurement: Most common industrial weigh scale applications use a bridge-type load-cell sensor, with a voltage output that is directly proportional to the load weight placed on it. This session examines the basic parameters of a bridge-type load-cell sensor, such as the number of varying elements, impedance, excitation, sensitivity (mV/V), errors, and drift. It will also discuss the various components of the signal conditioning chain and present solutions with high dynamic range.
Liquid Sensing: Visible light absorption spectroscopy and colorimetry are two fundamental tools used in chemical analysis. Most of these light-based systems use photodiodes as the light sensor, and require similar high input impedance signal chains. This session examines the different components of a photodiode amplifier signal chain, including a programmable gain transimpedance amplifier, a hardware lock-in amplifier, and a Σ-Δ ADC that can measure a sample and reference channel to greatly reduce any measurement error due to variations in intensity of the light source.
Gas Sensing: Many industrial processes involve toxic compounds, and it is important to know when dangerous concentrations exist. Electrochemical sensors offer several advantages for instruments that detect or measure the concentration of toxic gases. This session will describe a portable toxic gas detector using an electrochemical sensor. The system presented here includes a potentiostat circuit to drive the sensor, as well as a transimpedance amplifier to take the very small output current from the sensor and translate it to a voltage that can take advantage of the full-scale input of an ADC.
In wireless communications and data acquisition systems, there is more to consider when designing and implementing a complete solution beyond simply physically connecting a high speed analog module to an FPGA platform. Available hardware description language (HDL) components and software are critical to establishing an interface, which is necessary for practical system integration. This session starts with a top-level overview of various physical interfaces that are typically used and provides an in-depth focus on high speed serial JESD204B. Prototype HDL used for these types of boards is covered, along with the specific board components and how they are used to interface to high speed ADCs and DACs. Linux device drivers for the HDL components, as well as for the ADI components, are presented. This includes a short introduction into the Industrial I/O (IIO) framework, the benefits it offers, and how it can be used in end designs.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Webinar: Designing a schema for a Data WarehouseFederico Razzoli
Are you new to data warehouses (DWH)? Do you need to check whether your data warehouse follows the best practices for a good design? In both cases, this webinar is for you.
A data warehouse is a central relational database that contains all measurements about a business or an organisation. This data comes from a variety of heterogeneous data sources, which includes databases of any type that back the applications used by the company, data files exported by some applications, or APIs provided by internal or external services.
But designing a data warehouse correctly is a hard task, which requires gathering information about the business processes that need to be analysed in the first place. These processes must be translated into so-called star schemas, which means, denormalised databases where each table represents a dimension or facts.
We will discuss these topics:
- How to gather information about a business;
- Understanding dictionaries and how to identify business entities;
- Dimensions and facts;
- Setting a table granularity;
- Types of facts;
- Types of dimensions;
- Snowflakes and how to avoid them;
- Expanding existing dimensions and facts.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
Fundamentals of the RF Transmission and Reception of Digital Signals
1. The World Leader in High-Performance Signal Processing Solutions
FUNDAMENTALS OF THE RF
TRANSMISSION AND RECEPTION
OF
DIGITAL SIGNALS
2. The World Leader in High-Performance Signal Processing Solutions
Part 1: Digital Modulation
2
3. Transmitting Bits
Bit Stream
1 1 -1 1 1 -1 -1 -1 1 1 Bits
Divide into
1 1 -1 1 1 -1 -1 -1 1 1 Symbols
(2 bits per Symbol)
-135° 45° Assign Phase
45° 135° -45°
to Symbols
135° 45°
Modulate
Phases on to
Carrier
-135° -45°
3
4. Practical Digital Modulation using an IQ Modulator
Filtered Bit Stream
I IN
0
LO RF OUT
LO (from PLL) 90
Q IN
Filtered Bit Stream Looks like Amplitude Modulation (AM) but this signal is
indeed phase modulated. Why the amplitude variations?
Phase Splitter separates LO from PLL into “Quadrature” components of
equal amplitude but 90 degrees out of phase
Filtered bit streams from a dual DAC drive the I and Q inputs which are
multiplied with the quadrature LOs
The outputs of the two multipliers are combined to yield the modulated
carrier
This modulation coding scheme is called Quadrature Phase Shift Keying
(QPSK)
4
5. IQ Modulation in the Frequency Domain
I IN 3 dB BW=Symbol Rate
0
LO RF OUT
FLO 90
FLO
Q IN
3 dB BW=Symbol Rate/2
I and Q baseband signals are mixed up to an IF or to RF. Modulated
carrier bandwidth is twice the baseband bandwidth
5
6. Other Digital Phase Modulation Schemes
m=2, n=1 m=4, n=2 m=8, n=3
BPSK – 1 bit/symbol QPSK- 2 bits/symbol 8-PSK – 3 bits/symbol
m=16, n=4
m=64, n=8
64 QAM – 6 bits/symbol
16 QAM – 4 bits/symbol
By allowing more I and Q levels (beyond -1 and +1), we can implement higher order QAM
modulation schemes.
Higher Order Modulation Schemes → Higher Data Rate.
But Symbols are closer together → Requires higher Signal-to-Noise Ratio for demodulation
Increasing “Symbol Rate” increases data rate but widens Spectrum
6
7. Error Vector Magnitude - EVM
Q Magnitude Error (I/Q error mag)
{
Actual M
∑ Z (k ) − R(k )
2
Signal EVM = k =1
M
Unit = %
2
∑ R(k )
k =1
φ Ideal (Reference) Signal
Phase Error (I/Q error phase)
I
Noise and Imperfections in transmit and receive signal chains result in
demodulated voltages which are displaced from their ideal location.
Error Vector Magnitude expresses this dislocation
Large EVM will result in Symbol Errors and degraded Bit Error Rate
Higher Order Modulation Schemes → Symbols Closer Together → EVM More
Critical
7
8. The Imperfect IQ Modulator Gain
Imbalance
IQ MOD (G1,G2,G3,G4)
IIN Vofs1 Degrades
G3 EVM
Imbalance G1
In Phase 0
Splitter Vn
89.5
Degrades
EVM G2
Q IN Vofs2 Noise risks
G4 violation of
Offset emissions
Voltages LOIN regulations
Cause LO
Leakage to
RFOUT
8
9. Dealing with IQ Modulator Imperfections
DAC incorporates Gain, Phase and Offset Voltage adjustment
functions
DAC and IQ Modulator have matching bias levels (0.5 V), permitting a
glue-less interface with no level shifting requirements
Modulator correction functions can also be performed in the digital
domain
9
10. How Distortion Impacts Transmitters
Marker 1 [T1] RBW 30 kHz RF Att 20 dB
Ref Lvl -10.73 dBm VBW 300 kHz
-10 dBm 99.48897796 MHz SWT 84 ms Unit dBm
1
-10
1 [T1] -10.73 dBm
A
99.48897796 MHz
-20
CH PWR 8.11 dBm
ACP Up -58.77 dB
-30 ACP Low -59.27 dB
ACLR=58 dBc -40
1RM Adjacent
-50
Channel
-60 Leakage
-70
Ratio
Caused
-80
By poor IMD
-90
C0
C0
cl1
-100 cl1
cu1
cu1
-110
Center 100 MHz 3 MHz/ Span 30 MHz
Date: 24.FEB.2006 12:00:50
No Blockers to worry about in Transmitter.
But excessive distortion creates Spectral Leakage into adjacent
channels
Distortion can be caused by any component in the signal chain,
not just the modulator
10
11. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -79.38 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30
1 [T1] -79.38 dBm
A
1.95950000 GHz
-40
CH PWR -53.44 dBm
ACP Up -41.74 dB
-50 ACP Low -41.71 dB
-60
1AVG 1RM
-70
1
-80
-90
-100 ADJACENT MAIN ADJACENT
CHANNEL CHANNEL CHANNEL
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
11
Date: 9.NOV.2009 18:36:37
12. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -60.22 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30
1 [T1] -60.22 dBm
A
1.95950000 GHz
-40
CH PWR -35.08 dBm
ACP Up -60.05 dB
-50 ACP Low -60.01 dB
1
-60
1AVG 1RM
-70
-80
-90
-100 ADJACENT MAIN ADJACENT
CHANNEL CHANNEL CHANNEL
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
12
Date: 9.NOV.2009 18:33:38
13. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -33.52 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30 1
1 [T1] -33.52 dBm
A
1.95950000 GHz
-40
CH PWR -8.92 dBm
ACP Up -68.55 dB
-50 ACP Low -71.69 dB
-60
1AVG 1RM
-70
-80
-90
-100 ADJACENT MAIN ADJACENT
CHANNEL CHANNEL CHANNEL
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
13
Date: 9.NOV.2009 18:10:08
14. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -42.87 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30
1 [T1] -42.87 dBm
A
1.95950000 GHz
-40 1 CH PWR -17.67 dBm
ACP Up -73.47 dB
-50 ACP Low -74.75 dB
-60
1AVG 1RM
-70
-80
-90
-100
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
14
Date: 9.NOV.2009 18:12:07
15. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -36.78 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30
1 1 [T1] -36.78 dBm
A
1.95950000 GHz
-40
CH PWR -11.53 dBm
ACP Up -72.85 dB
-50 ACP Low -74.71 dB
-60
1AVG 1RM
-70
-80
-90
-100
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
15
Date: 9.NOV.2009 19:14:23
16. Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -33.52 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30 1
1 [T1] -33.52 dBm
A
1.95950000 GHz
-40
CH PWR -8.92 dBm
ACP Up -68.55 dB
-50 ACP Low -71.69 dB
-60
1AVG 1RM
-70
-80
-90
-100
-110
C0
C0
cl1
-120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
16
Date: 9.NOV.2009 18:10:08
17. What is happening here?
50
*
Intercept
SLOPE=1 of
0 Fundamentals
Fundamentals and
*
* *
Intermods
* * IMD(dBc)
(IP3)
-50 SLOPE=3
*
-100 *
* Intermods
*
*
-150
-20 -10 0 10 20 30 40 50
OIP3 Intercept(dBm) = PFUND – (IMD/2)
Knowing the OIP3 allows you to calculate Intermodulation Distortion
(IMD) at any power level
17 Many devices do not follow this rule
18. Striking a Balance
Poor SNR Excessive Distortion
Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -33.52 dBm VBW 100 kHz
Ref Lvl -79.38 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
-30 1
-30
1 [T1] -79.38 dBm 1 [T1] -33.52 dBm
A
A
1.95950000 GHz 1.95950000 GHz
-40 -40
CH PWR -53.44 dBm CH PWR -8.92 dBm
ACP Up -41.74 dB ACP Up -68.55 dB
-50 ACP Low -41.71 dB -50 ACP Low -71.69 dB
-60 -60
1AVG 1RM 1AVG 1RM
-70 -70
1
-80 -80
-90
-90
-100
-100
-110
C0 -110
C0 C0
cl1 C0
-120 cl1 cl1
cu1 -120 cl1
cu1 cu1
-130
cu1
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz -130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
Date: 9.NOV.2009 18:36:37
Date: 9.NOV.2009 18:10:08
We need to set our gains and levels so that we can strike a balance
between SNR and Distortion
This is why our customers simultaneously demand low noise and
low distortion
Gain is generally distributed throughout the channel to achieve
this goal
18
19. Last Word on Distortion…..
Marker 1 [T1] RBW 10 kHz RF Att 0 dB
Ref Lvl -42.87 dBm VBW 100 kHz
-30 dBm 1.95950000 GHz SWT 370 ms Unit dBm
•During an IP3 -30
1 [T1] -42.87 dBm
A
sweep, at a certain -40 1
1.95950000 GHz
CH PWR -17.67 dBm
power level, the ACP Up -73.47 dB
power of the IMD -50 ACP Low -74.75 dB
tones will be equal -60
to the noise power 1AVG 1RM
in a defined -70
Spurious
bandwidth. The SNR -80
Free
at this point is the
Dynamic
SFDR of the
-90
Range
component -100
•Don’t mix this up
-110
with the SFDR of an C0
C0
cl1
ADC or DAC -120 cl1
cu1
cu1
-130
Center 1.96 GHz 1.46848 MHz/ Span 14.6848 MHz
SFDR = (2/3)(IIP3-NF-10log(kTB))
Date: 9.NOV.2009 18:12:07
19
20. Key IQ Modulator Specifications
Input IP3 (IIP3): Same as OIP3 but referred to input:
Intermodulating Blockers can create IMD products that fall
on the desired signal
Noise Figure
IP2: Figure of Merit for Second order Intermodulation
Distortion. Poor IP2 can intermodulate with the desired
signal and produce dc offsets
LO Quadrature accuracy: Affects EVM/BER of recovered data
20
21. I/Q Modulator Key specifications
Part Freq LO Sideband Noise P1dB OIP3 Specs P/N Isy
Desc Vs(V) Package
Number (MHz) (dBm) (dBc) (dBm/Hz) (dBm) (dBm) @ (MHz) dBc/Hz (mA)
5.1×6.4
AD8345 140-1000 Low Power I/Q Mod -42 -42 -154.5 2.5 25 800 N/A 2.7-5.5 65
TSSOP-16
5.1×6.4
AD8346 800-2500 Low Power I/Q Mod -42 -36 -147 -3 20 1900 N/A 2.7-5.5 45
TSSOP-16
5.1x6.4
AD8349 700-2700 Low Power I/Q Mod -45 -35 -155 7.6 21 900 N/A 4.75-5.5 135
TSSOP-16
7X7
ADF9010 840-960 IQ Mod & Int-N PLL -40 -46 -158 10 24 900 -83 3.15-3.45 360
LFCSP-48
4×4
ADL5370 300-1000 Narrowband IQ Mod -50 -41 -160 11.0 24 450 N/A 4.75-5.25 205
LFCSP-24
4×4
ADL5371 500-1500 Narrowband IQ Mod -50 -55 -158.6 14.4 27 900 N/A 4.75-5.25 175
LFCSP-24
4×4
ADL5372 1500-2500 Narrowband IQ Mod -45 -45 -158 14.2 27 1900 N/A 4.75-5.25 165
LFCSP-24
4x4
ADL5373 2300-3000 Narrowband IQ Mod -32 -57 -157.1 13.8 26 2500 N/A 4.75-5.25 174
LFCSP-24
4×4
ADL5374 3000-4000 Narrowband IQ Mod -32.8 -50 -159.6 12.0 22.8 3500 N/A 4.75-5.25 173
LFCSP-24
4×4
ADL5375 400-6000 IQ Mod w Output Disable -46.2 -52.1 -160 9.4 26.8 900 N/A 4.75-5.25 200
LFCSP-24
4×4
ADL5385 50-2200 2XLO Broadband IQ Mod -46 -50 -159 11.0 26 350 N/A 4.75-5.5 215
LFCSP-24
6×6
ADL5386 50-2200 2XLO IQ Mod & VVA&AGC -38 -46 -160 11.1 25 350 N/A 4.75-5.5 230
LFCSP-40
6x6
ADRF6701 750-1100 IQ Mod & Frac-N PLL&VCO -45 -40 -158 14 29 900 -93 4.75-5.25 260
LFCSP-40
6x6
ADRF6702 1550-2150 IQ Mod & Frac-N PLL&VCO -40 -33 -158 14 26 1800 -90 4.75-5.25 260
LFCSP-40
6x6
ADRF6703 2100-2600 IQ Mod & Frac-N PLL&VCO -40 -40 -158 15 33 2200 -93 4.75-5.5 260
LFCSP-40
6x6
ADRF6704 2500-2900 IQ Mod & Frac-N PLL&VCO -41 -40 -158 15 31 2600 -92 4.75-5.5 260
LFCSP-40
8X8
ADRF6750 950-1575 IQ Mod & Frac-N PLL&VCO -45 -45 -157 8.5 21 1200 -93 4.75-5.25 310
LFCSP-56
21
22. The World Leader in High-Performance Signal Processing Solutions
Part 2: Digital Demodulation
22
23. Recovering Data from a Digitally Modulated Carrier
Iout
0
VREF
90
Qout
70 MHz
VREF
Comparators
(real systems use Dual ADCs)
70 MHz
Sine Wave
Reverse process to IQ Modulation
IQ Demodulator extracts phase (and amplitude) information from
the modulated signal and presents it in XY (or IQ) format.
Apply I and Q outputs to an ADC or Comparator and bits can be
recovered.
23
24. Critical IQ Demodulator Specs – LO to RF Leakage
-60dBm
-30dBm(~20mVp-p)
-40dBm
FLO
ω
A B C
LNA ADC
-70dBm
Leakage
Desired
0dBm Assume,
ω
Gain from A to C =30dB
FLO LO to RF leakage ~ 60dB
•If some of the LO leaks to the RF input, it mixes
(multiplies) with itself in the mixer generating unwanted dc
offsets on top of the recovered baseband data stream
24
25. What is causing the poor quality of
this demodulated Constellation?
Symbol
Decision
Threshold
If the symbol lands
on the edge or outside
of the box, bit errors
will occur
Very poor LO Quadrature Phase Split (in DMOD)
Dc Offset of the complete constellation (probably LO to RF Leakage)
Noise has enlarged the footprint of the constellation points (poor Receiver
Noise Figure)
25
26. Reading the Demodulated Constellation
Signal Compression (signal chain is being over driven)
27. Key IQ DMOD Specifications
Input IP3 (IIP3): Same as OIP3 but referred to input:
Intermodulating Blockers can create IMD products that fall
on the desired signal
Noise Figure
IP2: Figure of Merit for Second order Intermodulation
Distortion. Poor IP2 can intermodulate with the desired
signal and produce dc offsets
LO Quadrature accuracy: Affects EVM/BER of recovered data
27
29. Application Example – Complete Direct Conversion Receiver
Direct Conversion
Receiver has no IFs and
no IF Filters
Variable gain after IQ
DMOD is used to
optimize the peak-to-
peak swing of the signal
for the ADCs
29
30. Receiver EVM vs Input power
using ADF4350 PLL/VCO as LO source
-10
-15
Modulation Error Rate-
using ADF4350
-20 PLL/VCO as LO
source
MER-dB
-25
-30
-35
-40
-90 -80 -70 -60 -50 -40 -30 -20
Input Power (dBm)
30
31. An IQ DMOD-based Receiver
Filtersand Amplifiers amplify signal and remove out-of-band
blockers
Variable gain after IQ DMOD is used to optimize the peak-to-peak
swing of the signal for the ADCs
When the input frequency to the IQ Modulator is also the receive
frequency, we have a Direct Conversion Receiver (Zero IF)
31
32. AD8348 IQ Demodulator with Integrated VGA
Built-in VGA has 45 dB of gain control range
VGA will still require external circuitry to implement AGC
32
Editor's Notes
The blue arrows indicate possible phase transitions. Note that 180° phase changes (through center of constellation in QPSK case) cause the envelope of the RF carrier waveform to go to zero for an instant. Also the instantaneous phase transitions result in a very wide bandwidth signal, normally the signal will need to be filtered (i.e. raised cosine) to suppress the sidelobes of the sin(x)/x response due to the digital BB square waves. However, the filtering causes a non-constant amplitude of the QPSK signal. This now requires a linear power amplifier , while for the unfiltered QPSK signal a nonlinear power amplifier would have sufficed. This is an example of the trade-off between spectral and power efficiency . Furthermore, if the required linear PA is not perfect, the non-linearity causes the spectrum to widen again - this is called spectral re-growth . The effect of this is an increase in adjacent channel power which causes ACI in a neighboring channel. One modified version of the QPSK modulation that avoids 180° phase changes is the /4-QPSK modulation; it has at most 135° phase changes. Therefore, a less linear (i.e. more efficient) PA can be used. Another class of modulation schemes that is even more power efficient than the QPSK family are MSK (Minimum Shift Keying) signals. However, MSK signals require larger bandwidths than QPSK waveforms. But they belong to the class of constant envelope modulations which allow the use of highly efficient, non-linear Class C power amplifiers. GMSK is one popular example of this class of modulation schemes. NOTE : To increase the data rate for a fixed channel BW in a system like GSM, requires that the modulation needs to be changed; i.e. the constant envelope of GMSK won’t hold anymore. From the discussion above it should be obvious that now linear PAs are required !!! Therefore in the move from GSM to GSM EDGE, parts that can be helpful in PA linearization , l ike the AD8302, AD8347, AD8313 are in high demand.
04/12/12
This analysis will help to understand how DC offsets are generated. Suppose Leakage from LO port to point A is 60dBc. There is finite leakage from LO to point B. The S12 of the LNA would somewhat determine leakage at point B. Also there is some direct leakage from LO port to point A. The -70dBm is the desired signal level. Gain from A to C is 30dB. Total Gain from Antenna to X is ~ 60dB to have some signal amplitude at ADC input. Therefore, the remaining gain (after point C) amplifies the offset voltage to saturate the following stages, prohibiting amplification of the desired signal.
04/12/12
- VGA used to compensate for limited SFDR of low resolution ADCs. This becomes critical in the presence of a large blocker signal. The use of higher resolution ADCs may negate the need for a VGA function. - Accurate amplitude and phase conformance on I and Q channels is essential for high image rejection.