This document discusses the design of a parallel BCH encoder for satellite transmitters. Key points:
1) It proposes a new parallel algorithm for BCH encoding to increase throughput while meeting ASIC requirements for space systems.
2) The algorithm models BCH encoding as a linear system and exploits regularities in the state transition matrix to parallelize encoding.
3) A prototype parallel BCH encoder was designed and integrated with an LDPC encoder. Lab tests showed the modulator achieved low error vector magnitude at transmission rates up to 30 MBaud.
Non-Binary LDPC codes are LDPC codes where parity check equations are performed over a Galois Field GF(q) of cardinality greater than 2. This allows operations such as addition and multiplication to be defined for symbols in the field. Decoding of NB-LDPC codes can be done using belief propagation on a Tanner graph by passing messages in the form of LLRs between variable and check nodes. NB-LDPC codes have better performance than binary LDPC codes for low code rates and lengths due to their higher mutual information and lack of need for bit marginalization in decoding. However, they also have increased complexity compared to binary LDPC codes.
FR1.L09 - PREDICTIVE QUANTIZATION OF DECHIRPED SPOTLIGHT-MODE SAR RAW DATA IN...grssieee
This document presents methods for predictive quantization of dechirped spotlight-mode synthetic aperture radar (SAR) raw data in the transform domain. It discusses previous work on SAR data compression, analyzes the characteristics of spotlight SAR data in the inverse discrete Fourier transform (IDFT) domain, and proposes three predictive encoding schemes - transform domain block predictive quantization (TD-BPQ), transform domain block predictive vector quantization (TD-BPVQ), and predictive trellis coded quantization (TD-PTCQ) - to take advantage of correlations in the transformed data. Numerical results on an example dataset show SNR improvements of up to 6 dB compared to baseline block adaptive quantization.
This is a sample of a manual I developed while at Wideband for a software math and science digital signal processing library for the Analog Devices ADSP-21K. It contains the detailed descriptions of the routines and shows the programmers had a complete and useful solution.
101 Tips for a Successful Automation Career Appendix FISA Interchange
This document discusses three types of first principle process dynamics:
1) Self-regulating processes, where negative feedback causes the process output to decelerate to a new steady state. Over 90% of processes are self-regulating.
2) Integrating processes, where there is no feedback, so the process output will continually ramp up or down. Batch and level processes typically behave this way.
3) Runaway processes, where positive feedback causes the process output to accelerate until limits are reached. These are rare but important for safety in some chemical processes.
The document then provides equations to model the time constants and gains of back-mixed and plug flow volumes, which are important for control system design.
The document outlines the syllabus for a course on digital signal processing. It includes 5 units: 1) Introduction to signals and systems, 2) Discrete time system analysis using z-transforms, 3) Discrete Fourier transforms and computation including fast Fourier transforms, 4) Design of digital filters including FIR and IIR filters, and 5) Digital signal processors and their architecture. It allocates a total of 45 periods to cover these topics. Textbooks recommended for the course provide further information on digital signal processing principles, algorithms, and applications.
Design limitations and its effect in the performance of ZC1-DPLLIDES Editor
The paper studies the dynamics of a conventional
positive going zero crossing type digital phase locked loop
(ZC1-DPLL) taking non-ideal responses of the loop constituent
blocks into account. The finite width of the sampling pulses
and the finite propagation delay of the loop subsystems are
properly modeled mathematically and the system dynamics is
found to change because of their influence considered
separately. However, when these two are taken simultaneously,
the system dynamics can be made nearly equivalent to that of
the ideal system. Through an extensive numerical simulation
a set of optimum parameters to overcome design limitations
have been obtained.
This document presents a methodology for mapping multidimensional transforms onto reconfigurable architectures like FPGAs. The methodology uses tensor product decompositions and permutation matrices to express transforms recursively in terms of lower-order blocks. This allows large transforms to be computed by combining many parallel, smaller transform blocks. Specific examples are given for mapping one-dimensional linear convolution and discrete cosine transforms. The overall goal is to provide a unified framework and design process for implementing multidimensional transforms in a modular, parallel architecture.
Multivariable Control System Design for Quadruple Tank Process using Quantita...IDES Editor
This paper focus on design of multivariable
controller for Quadruple Tank Process, a two input two
output system with large plant uncertainty using QFT
methodology. In the present work, a new approach using
Quantitative Feedback Theory (QFT) is formulated for
design of a robust two degree of freedom controller for
Quadruple Tank Process. The design is done in frequency
domain. This paper presents a design method for a 2 x 2
multiple input multiple output system. The plant
uncertainties are transformed into equivalent external
disturbance sets, and the design problem becomes one of
the external disturbance attenuation. The objective is to
find compensator functions which guarantee that the
system performance bounds are satisfied over the range
of plant uncertainty. The methodology is successfully
applied to design a two degree of freedom compensator
Quadruple Tank Process.
Non-Binary LDPC codes are LDPC codes where parity check equations are performed over a Galois Field GF(q) of cardinality greater than 2. This allows operations such as addition and multiplication to be defined for symbols in the field. Decoding of NB-LDPC codes can be done using belief propagation on a Tanner graph by passing messages in the form of LLRs between variable and check nodes. NB-LDPC codes have better performance than binary LDPC codes for low code rates and lengths due to their higher mutual information and lack of need for bit marginalization in decoding. However, they also have increased complexity compared to binary LDPC codes.
FR1.L09 - PREDICTIVE QUANTIZATION OF DECHIRPED SPOTLIGHT-MODE SAR RAW DATA IN...grssieee
This document presents methods for predictive quantization of dechirped spotlight-mode synthetic aperture radar (SAR) raw data in the transform domain. It discusses previous work on SAR data compression, analyzes the characteristics of spotlight SAR data in the inverse discrete Fourier transform (IDFT) domain, and proposes three predictive encoding schemes - transform domain block predictive quantization (TD-BPQ), transform domain block predictive vector quantization (TD-BPVQ), and predictive trellis coded quantization (TD-PTCQ) - to take advantage of correlations in the transformed data. Numerical results on an example dataset show SNR improvements of up to 6 dB compared to baseline block adaptive quantization.
This is a sample of a manual I developed while at Wideband for a software math and science digital signal processing library for the Analog Devices ADSP-21K. It contains the detailed descriptions of the routines and shows the programmers had a complete and useful solution.
101 Tips for a Successful Automation Career Appendix FISA Interchange
This document discusses three types of first principle process dynamics:
1) Self-regulating processes, where negative feedback causes the process output to decelerate to a new steady state. Over 90% of processes are self-regulating.
2) Integrating processes, where there is no feedback, so the process output will continually ramp up or down. Batch and level processes typically behave this way.
3) Runaway processes, where positive feedback causes the process output to accelerate until limits are reached. These are rare but important for safety in some chemical processes.
The document then provides equations to model the time constants and gains of back-mixed and plug flow volumes, which are important for control system design.
The document outlines the syllabus for a course on digital signal processing. It includes 5 units: 1) Introduction to signals and systems, 2) Discrete time system analysis using z-transforms, 3) Discrete Fourier transforms and computation including fast Fourier transforms, 4) Design of digital filters including FIR and IIR filters, and 5) Digital signal processors and their architecture. It allocates a total of 45 periods to cover these topics. Textbooks recommended for the course provide further information on digital signal processing principles, algorithms, and applications.
Design limitations and its effect in the performance of ZC1-DPLLIDES Editor
The paper studies the dynamics of a conventional
positive going zero crossing type digital phase locked loop
(ZC1-DPLL) taking non-ideal responses of the loop constituent
blocks into account. The finite width of the sampling pulses
and the finite propagation delay of the loop subsystems are
properly modeled mathematically and the system dynamics is
found to change because of their influence considered
separately. However, when these two are taken simultaneously,
the system dynamics can be made nearly equivalent to that of
the ideal system. Through an extensive numerical simulation
a set of optimum parameters to overcome design limitations
have been obtained.
This document presents a methodology for mapping multidimensional transforms onto reconfigurable architectures like FPGAs. The methodology uses tensor product decompositions and permutation matrices to express transforms recursively in terms of lower-order blocks. This allows large transforms to be computed by combining many parallel, smaller transform blocks. Specific examples are given for mapping one-dimensional linear convolution and discrete cosine transforms. The overall goal is to provide a unified framework and design process for implementing multidimensional transforms in a modular, parallel architecture.
Multivariable Control System Design for Quadruple Tank Process using Quantita...IDES Editor
This paper focus on design of multivariable
controller for Quadruple Tank Process, a two input two
output system with large plant uncertainty using QFT
methodology. In the present work, a new approach using
Quantitative Feedback Theory (QFT) is formulated for
design of a robust two degree of freedom controller for
Quadruple Tank Process. The design is done in frequency
domain. This paper presents a design method for a 2 x 2
multiple input multiple output system. The plant
uncertainties are transformed into equivalent external
disturbance sets, and the design problem becomes one of
the external disturbance attenuation. The objective is to
find compensator functions which guarantee that the
system performance bounds are satisfied over the range
of plant uncertainty. The methodology is successfully
applied to design a two degree of freedom compensator
Quadruple Tank Process.
This document discusses correlative-level coding and its applications in baseband pulse transmission systems. Correlative-level coding introduces controlled intersymbol interference to increase signaling rate. It allows partial response signaling and maximum likelihood detection at the receiver. Specific techniques discussed include duobinary signaling and modified duobinary signaling. The document also covers tapped-delay line equalization using adaptive algorithms like least mean square to compensate for channel distortion. Decision feedback equalization and its implementation are summarized as well. Eye patterns are described as a tool to evaluate signal quality in such systems.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
This document presents a transit time model for short gate length ion-implanted GaAs MESFETs. It develops a 2D analytical model to calculate the potential distribution and electric field in the channel region. Based on this, it derives an expression for transit time by considering the carrier velocity and saturation effects. It also presents an equation for drain current as a function of transit time, doping profile, and other device parameters. Simulation results using MATLAB are shown for Id-Vd characteristics and transit time for different device geometry and material parameters. The model aims to better understand the underlying device physics of optically controlled GaAs MESFETs.
This document presents a design for an elastic buffer using tri-state buffers to reduce power consumption, area, and delay compared to an elastic buffer design using D flip-flops. It describes elastic buffer designs using D flip-flops and tri-state buffers, comparing their transistor counts, power, area, delay, and functionality. The proposed tri-state elastic buffer design is implemented using Cadence tools and shown to achieve a 48.68% reduction in total power, 5.62% reduction in delay, and 40.98% reduction in area over an elastic buffer design using D flip-flops.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
A study of the worst case ratio of a simple algorithm for simple assembly lin...narmo
This document summarizes a study on a simple heuristic for solving the Simple Assembly Line Balancing Problem (SALBP). It presents two greedy heuristics - Next-Fit and First-Fit - for solving the SALBP. The Next-Fit heuristic achieves a worst-case ratio of 2, which is proven to be tight. An example is provided to show that the First-Fit heuristic also has a worst-case ratio of 2. Sorting tasks by Ranked Positional Weight before applying First-Fit can find the optimal solution for some instances but the worst-case ratio remains 2 when using Next-Fit.
Range Extended Second Order Digital Phase Locked LoopIDES Editor
A new structure of second order digital phase
locked loop (DPLL) called modified second order DPLL
(MSODPLL) has been proposed. The phase error
dynamics of a conventional second order DPLL
(CSODPLL) and that of a MSODPLL have been studied
using digital computers. Ranges of initial conditions
leading to the phase locking condition were determined
from computer simulation of both conventional and
modified second order DPLL Using these observations
the larger frequency acquisition range (FAR) of the
MSODPLL compared to the CSODPLL has been
established.
The document discusses quantum computing and IBM's efforts in the field. It provides an overview of quantum computing concepts like superposition and entanglement. It describes IBM's superconducting qubit technology and how qubits can be controlled and entangled. The document outlines IBM's quantum computing platforms including the IBM Quantum Experience for experimenting with quantum circuits in the cloud. It encourages users to get involved with the Qiskit open source framework and global quantum computing community.
This document contains the contents and program descriptions for various programs to be completed as part of a Microprocessor Lab course. There are 23 interfacing programs and 20 8085 microprocessor programs described, including programs to transfer data blocks with and without overlap, add/multiply/divide numbers, implement counters, check codes, and interface with keyboards, displays, and other peripherals.
Accelerating Machine Learning Algorithms by integrating GPUs into MapReduce C...sergherrero
The document discusses accelerating machine learning algorithms by integrating GPUs into MapReduce clusters. It proposes modifying the MapReduce runtime to satisfy the requirements of machine learning algorithms and integrate massively parallel processors like GPUs. Many machine learning algorithms can be represented as MapReduce primitives. The implementation would allow multithreaded MapReduce tasks, interleaving of parallel BLAS operations using static and variable data, and support for iterative algorithms through stateful nodes. This could accelerate machine learning on big data by taking advantage of the parallelism of GPUs within the MapReduce framework.
Libxc is a library of exchange-correlation functionals for density functional theory calculations. It contains over 100 functionals including LDA, GGA, hybrid, and meta-GGA approximations. Libxc is written in C with bindings for C and Fortran and returns values needed for Kohn-Sham equations like the exchange-correlation energy, potential, and derivatives. It has been incorporated into several electronic structure codes.
study Streaming Multigrid For Gradient Domain Operations On Large ImagesChiamin Hsu
The document describes a streaming multigrid solver for solving Poisson's equation on large images. It develops a multigrid method using a B-spline finite element basis that can efficiently process images in a streaming fashion using only a small window of image rows in memory at a time. The method achieves accurate solutions to Poisson's equation on gigapixel images in only 2 V-cycles by leveraging the temporal locality of the multigrid algorithm.
The document discusses various machine learning algorithms that have been implemented using quantum computing techniques, including linear regression, ridge regression, perceptron, support vector machines, k-means clustering, principal component analysis, autoencoders, restricted Boltzmann machines, deep neural networks, generative adversarial networks, reinforcement learning, and Monte Carlo sampling. It also describes common quantum algorithms like quantum phase estimation, quantum amplitude estimation, quantum Fourier transform, and variational quantum algorithms. Finally, it discusses approaches for encoding classical data onto quantum states for processing, including using basis states, amplitudes, and rotation angles.
This document presents a new image compression scheme that combines discrete wavelet transform, SPIHT compression algorithm, and particle swarm optimization (PSO). It summarizes the discrete wavelet transform and SPIHT algorithm used for image compression. It then introduces using PSO to optimize the wavelet family in SPIHT compression, which improves visual quality metrics like PSNR compared to SPIHT alone. The proposed method is tested on 512x512 medical images in DICOM format, decompressing with different wavelet families optimized by PSO, and finds it achieves significant improvements in PSNR over existing SPIHT compression.
The document describes an augmented reality iOS application and textbook for an introductory circuits analysis course. The app would allow circuits in the textbook to become interactive when viewed through an iPad, overlaying virtual simulations on markers in the physical book. This would make the textbook more engaging and realistic for students. The project would involve developing 3D graphics, programming interactions, and designing the customized physical book to work with the iPad app and augmented reality features.
G-TAD: Sub-Graph Localization for Temporal Action DetectionMengmeng Xu
The document proposes G-TAD, a method that casts temporal action detection as a sub-graph localization problem in a graph representation of a video. G-TAD uses GCNeXt blocks to learn features by aggregating temporal and semantic context, and SGAlign layers to embed sub-graphs into a fixed-size representation. Experimental results show G-TAD achieves state-of-the-art performance on temporal action detection benchmarks.
This project report describes the implementation of the Fast Fourier Transform (FFT) algorithm using LabVIEW. The FFT is an optimized version of the Discrete Fourier Transform (DFT) that reduces redundant calculations, making it faster. The report defines the FFT and DFT, describes the FFT algorithm including twiddle factors and a 3-stage radix-2 approach. It discusses how FFT is applied using a divide and conquer method. The LabVIEW block diagram and front panel for input/output are shown. Applications of FFT include spectral analysis, digital filtering, medical imaging, and instrumentation.
This document contains an assembly language program to demonstrate various microprocessor and microcontroller concepts on the 8086/8088 microprocessor and 8255 Programmable Peripheral Interface (PPI) chip. It includes programs to:
1) Transfer data between memory locations using MOV instructions.
2) Perform arithmetic operations like addition, subtraction, multiplication and division using ALU instructions.
3) Perform logical operations like AND, OR, XOR on values using logical instructions.
4) Demonstrate a BCD up-down counter using an 8255 PPI chip to drive output ports.
5) Read input values from ports and perform multiplication using an 8255 PPI chip for I/O interfacing.
This document proposes a modular beamforming architecture for ultrasound imaging that uses FPGA DSP cells to overcome limitations of previous designs. It interleaves the interpolation and coherent summation processes, reducing hardware resources. This allows implementing a 128-channel beamformer in a single FPGA, achieving flexibility like FPGAs but with lower power consumption like ASICs. The design is scalable, allowing a tradeoff between number of channels, time resolution, and resource usage.
This document summarizes a study of modified noise-shaper architectures for oversampled sigma-delta digital-to-analog converters (ΣΔDACs). Two hybrid architectures, A1 and A2, are investigated to trade off noise-shaper and digital-to-analog converter (DAC) complexity while maintaining signal-to-noise ratio (SNR). Simulation results show that architecture A1 achieves fairly good SNR by reducing the number of bits to the noise shaper, while architecture A2 further reduces DAC complexity at the cost of doubling the number of DACs. The number of required DAC unit elements is computed and compared for different architectures and parameter values, illustrating the complexity tradeoffs between noise shaping
This document discusses the demodulation of differential binary phase shift keying (DPSK) using the VDSP++ 4.5 software and STEL-2110A chip circuitry. It describes the DPSK modulation technique and how a DPSK signal is generated. It then explains the demodulation process which involves multiplying the received signal with a delayed version, and integrating the output using a synchronous demodulator. The implementation uses the STEL-2110A chip which contains components like accumulators, timing discriminators, and numerically controlled oscillators to perform timing recovery and extract the transmitted data bits. Simulation results using the VDSP++ software and MATLAB generated test signals are also presented.
Sorting and Routing on Hypercubes and Hypercubic ArchitecturesCTOGreenITHub
This document provides an overview of Part IV of the course material which covers low-diameter architectures like hypercubes. It includes 4 slides:
Slide 1 introduces the topics to be covered in Part IV including hypercubes, their algorithms, sorting and routing on hypercubes, other hypercubic architectures, and other network topologies.
Slide 2 provides background information on the presentation including its purpose to support a textbook, author, revisions, and topics to be covered in chapters 13-16.
Slide 3 lists the chapter topics for Chapter 13 including definitions and properties of hypercubes, embeddings and their usefulness, embedding of arrays and trees, and some simple algorithms.
Slide 4 introduces Chapter 13 and lists
This document discusses correlative-level coding and its applications in baseband pulse transmission systems. Correlative-level coding introduces controlled intersymbol interference to increase signaling rate. It allows partial response signaling and maximum likelihood detection at the receiver. Specific techniques discussed include duobinary signaling and modified duobinary signaling. The document also covers tapped-delay line equalization using adaptive algorithms like least mean square to compensate for channel distortion. Decision feedback equalization and its implementation are summarized as well. Eye patterns are described as a tool to evaluate signal quality in such systems.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
This document presents a transit time model for short gate length ion-implanted GaAs MESFETs. It develops a 2D analytical model to calculate the potential distribution and electric field in the channel region. Based on this, it derives an expression for transit time by considering the carrier velocity and saturation effects. It also presents an equation for drain current as a function of transit time, doping profile, and other device parameters. Simulation results using MATLAB are shown for Id-Vd characteristics and transit time for different device geometry and material parameters. The model aims to better understand the underlying device physics of optically controlled GaAs MESFETs.
This document presents a design for an elastic buffer using tri-state buffers to reduce power consumption, area, and delay compared to an elastic buffer design using D flip-flops. It describes elastic buffer designs using D flip-flops and tri-state buffers, comparing their transistor counts, power, area, delay, and functionality. The proposed tri-state elastic buffer design is implemented using Cadence tools and shown to achieve a 48.68% reduction in total power, 5.62% reduction in delay, and 40.98% reduction in area over an elastic buffer design using D flip-flops.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
A study of the worst case ratio of a simple algorithm for simple assembly lin...narmo
This document summarizes a study on a simple heuristic for solving the Simple Assembly Line Balancing Problem (SALBP). It presents two greedy heuristics - Next-Fit and First-Fit - for solving the SALBP. The Next-Fit heuristic achieves a worst-case ratio of 2, which is proven to be tight. An example is provided to show that the First-Fit heuristic also has a worst-case ratio of 2. Sorting tasks by Ranked Positional Weight before applying First-Fit can find the optimal solution for some instances but the worst-case ratio remains 2 when using Next-Fit.
Range Extended Second Order Digital Phase Locked LoopIDES Editor
A new structure of second order digital phase
locked loop (DPLL) called modified second order DPLL
(MSODPLL) has been proposed. The phase error
dynamics of a conventional second order DPLL
(CSODPLL) and that of a MSODPLL have been studied
using digital computers. Ranges of initial conditions
leading to the phase locking condition were determined
from computer simulation of both conventional and
modified second order DPLL Using these observations
the larger frequency acquisition range (FAR) of the
MSODPLL compared to the CSODPLL has been
established.
The document discusses quantum computing and IBM's efforts in the field. It provides an overview of quantum computing concepts like superposition and entanglement. It describes IBM's superconducting qubit technology and how qubits can be controlled and entangled. The document outlines IBM's quantum computing platforms including the IBM Quantum Experience for experimenting with quantum circuits in the cloud. It encourages users to get involved with the Qiskit open source framework and global quantum computing community.
This document contains the contents and program descriptions for various programs to be completed as part of a Microprocessor Lab course. There are 23 interfacing programs and 20 8085 microprocessor programs described, including programs to transfer data blocks with and without overlap, add/multiply/divide numbers, implement counters, check codes, and interface with keyboards, displays, and other peripherals.
Accelerating Machine Learning Algorithms by integrating GPUs into MapReduce C...sergherrero
The document discusses accelerating machine learning algorithms by integrating GPUs into MapReduce clusters. It proposes modifying the MapReduce runtime to satisfy the requirements of machine learning algorithms and integrate massively parallel processors like GPUs. Many machine learning algorithms can be represented as MapReduce primitives. The implementation would allow multithreaded MapReduce tasks, interleaving of parallel BLAS operations using static and variable data, and support for iterative algorithms through stateful nodes. This could accelerate machine learning on big data by taking advantage of the parallelism of GPUs within the MapReduce framework.
Libxc is a library of exchange-correlation functionals for density functional theory calculations. It contains over 100 functionals including LDA, GGA, hybrid, and meta-GGA approximations. Libxc is written in C with bindings for C and Fortran and returns values needed for Kohn-Sham equations like the exchange-correlation energy, potential, and derivatives. It has been incorporated into several electronic structure codes.
study Streaming Multigrid For Gradient Domain Operations On Large ImagesChiamin Hsu
The document describes a streaming multigrid solver for solving Poisson's equation on large images. It develops a multigrid method using a B-spline finite element basis that can efficiently process images in a streaming fashion using only a small window of image rows in memory at a time. The method achieves accurate solutions to Poisson's equation on gigapixel images in only 2 V-cycles by leveraging the temporal locality of the multigrid algorithm.
The document discusses various machine learning algorithms that have been implemented using quantum computing techniques, including linear regression, ridge regression, perceptron, support vector machines, k-means clustering, principal component analysis, autoencoders, restricted Boltzmann machines, deep neural networks, generative adversarial networks, reinforcement learning, and Monte Carlo sampling. It also describes common quantum algorithms like quantum phase estimation, quantum amplitude estimation, quantum Fourier transform, and variational quantum algorithms. Finally, it discusses approaches for encoding classical data onto quantum states for processing, including using basis states, amplitudes, and rotation angles.
This document presents a new image compression scheme that combines discrete wavelet transform, SPIHT compression algorithm, and particle swarm optimization (PSO). It summarizes the discrete wavelet transform and SPIHT algorithm used for image compression. It then introduces using PSO to optimize the wavelet family in SPIHT compression, which improves visual quality metrics like PSNR compared to SPIHT alone. The proposed method is tested on 512x512 medical images in DICOM format, decompressing with different wavelet families optimized by PSO, and finds it achieves significant improvements in PSNR over existing SPIHT compression.
The document describes an augmented reality iOS application and textbook for an introductory circuits analysis course. The app would allow circuits in the textbook to become interactive when viewed through an iPad, overlaying virtual simulations on markers in the physical book. This would make the textbook more engaging and realistic for students. The project would involve developing 3D graphics, programming interactions, and designing the customized physical book to work with the iPad app and augmented reality features.
G-TAD: Sub-Graph Localization for Temporal Action DetectionMengmeng Xu
The document proposes G-TAD, a method that casts temporal action detection as a sub-graph localization problem in a graph representation of a video. G-TAD uses GCNeXt blocks to learn features by aggregating temporal and semantic context, and SGAlign layers to embed sub-graphs into a fixed-size representation. Experimental results show G-TAD achieves state-of-the-art performance on temporal action detection benchmarks.
This project report describes the implementation of the Fast Fourier Transform (FFT) algorithm using LabVIEW. The FFT is an optimized version of the Discrete Fourier Transform (DFT) that reduces redundant calculations, making it faster. The report defines the FFT and DFT, describes the FFT algorithm including twiddle factors and a 3-stage radix-2 approach. It discusses how FFT is applied using a divide and conquer method. The LabVIEW block diagram and front panel for input/output are shown. Applications of FFT include spectral analysis, digital filtering, medical imaging, and instrumentation.
This document contains an assembly language program to demonstrate various microprocessor and microcontroller concepts on the 8086/8088 microprocessor and 8255 Programmable Peripheral Interface (PPI) chip. It includes programs to:
1) Transfer data between memory locations using MOV instructions.
2) Perform arithmetic operations like addition, subtraction, multiplication and division using ALU instructions.
3) Perform logical operations like AND, OR, XOR on values using logical instructions.
4) Demonstrate a BCD up-down counter using an 8255 PPI chip to drive output ports.
5) Read input values from ports and perform multiplication using an 8255 PPI chip for I/O interfacing.
This document proposes a modular beamforming architecture for ultrasound imaging that uses FPGA DSP cells to overcome limitations of previous designs. It interleaves the interpolation and coherent summation processes, reducing hardware resources. This allows implementing a 128-channel beamformer in a single FPGA, achieving flexibility like FPGAs but with lower power consumption like ASICs. The design is scalable, allowing a tradeoff between number of channels, time resolution, and resource usage.
This document summarizes a study of modified noise-shaper architectures for oversampled sigma-delta digital-to-analog converters (ΣΔDACs). Two hybrid architectures, A1 and A2, are investigated to trade off noise-shaper and digital-to-analog converter (DAC) complexity while maintaining signal-to-noise ratio (SNR). Simulation results show that architecture A1 achieves fairly good SNR by reducing the number of bits to the noise shaper, while architecture A2 further reduces DAC complexity at the cost of doubling the number of DACs. The number of required DAC unit elements is computed and compared for different architectures and parameter values, illustrating the complexity tradeoffs between noise shaping
This document discusses the demodulation of differential binary phase shift keying (DPSK) using the VDSP++ 4.5 software and STEL-2110A chip circuitry. It describes the DPSK modulation technique and how a DPSK signal is generated. It then explains the demodulation process which involves multiplying the received signal with a delayed version, and integrating the output using a synchronous demodulator. The implementation uses the STEL-2110A chip which contains components like accumulators, timing discriminators, and numerically controlled oscillators to perform timing recovery and extract the transmitted data bits. Simulation results using the VDSP++ software and MATLAB generated test signals are also presented.
Sorting and Routing on Hypercubes and Hypercubic ArchitecturesCTOGreenITHub
This document provides an overview of Part IV of the course material which covers low-diameter architectures like hypercubes. It includes 4 slides:
Slide 1 introduces the topics to be covered in Part IV including hypercubes, their algorithms, sorting and routing on hypercubes, other hypercubic architectures, and other network topologies.
Slide 2 provides background information on the presentation including its purpose to support a textbook, author, revisions, and topics to be covered in chapters 13-16.
Slide 3 lists the chapter topics for Chapter 13 including definitions and properties of hypercubes, embeddings and their usefulness, embedding of arrays and trees, and some simple algorithms.
Slide 4 introduces Chapter 13 and lists
The paper examines the problem of systems redesign within the context of passive electrical networks and through analogies provides also the means of addressing issues of re-design of mechanical networks. The problem addressed here are special cases of the more general network redesign problem. Redesigning autonomous passive electric networks involves changing the network natural dynamics by modification of the types of elements, possibly their values, interconnection topology and possibly addition, or elimination of parts of the network. We investigate the modelling of systems, whose structure is not fixed but evolves during the system lifecycle. As such, this is a problem that differs considerably from a standard control problem, since it involves changing the system itself without control and aims to achieve the desirable system properties, as these may be expressed by the natural frequencies by system re-engineering. In fact, this problem involves the selection of alternative values for dynamic elements and non-dynamic elements within a fixed interconnection topology and/or alteration of the network interconnection topology and possible evolution of the cardinality of physical elements (increase of elements, branches). The aim of the paper is to define an appropriate representation framework that allows the deployment of control theoretic tools for the re-engineering of properties of a given network. We use impedance and admittance modelling for passive electrical networks and develop a systems framework that is capable of addressing “life-cycle design issues” of networks where the problems of alteration of existing topology and values of the elements, as well as issues of growth, or death of parts of the network are addressed.
We use the Natural Impedance/ Admittance (NI-A) models and we establish a representation of the different types of transformations on such models. This representation provides the means for an appropriate formulation of natural frequencies assignment using the Determinantal Assignment Problem framework defined on appropriate structured transformations. The developed natural representation of transformations are expressed as additive structured transformations. For the simpler case of RL or RC networks it is shown that the single parameter variation problem (dynamic or non-dynamic) is equivalent to Root Locus problems.
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Boosting the Performance of Nested Spatial Mapping with Unequal Modulation in...Ealwan Lee
Presented at ICTC2018(9th International Conference on Information and Communication Technology Convergence)
Date : Oct 18, 2018
Place : Jeju, Korea
DOI) 10.1109/ICTC.2018.8539461
URL) https://ieeexplore.ieee.org/document/8539461
[ URL of the paper/preprint ]
https://www.researchgate.net/publication/328364760_Boosting_the_Performance_of_Nested_Spatial_Mapping_with_Unequal_Modulation_in_80211n
[ Prior works of Nested Spatial Mapping without Unequal Modulation(UEQM) ]
https://www.slideshare.net/ealwanlee/nested-mimo-lectures-in-2017-seoul
[ List of the articles related with this slide ]
https://www.linkedin.com/pulse/list-articles-nested-spatial-mapping-wlan80211n-ealwan-lee/
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Monitoring Java Application Security with JDK Tools and JFR Events
MSc Presentation
1. POLITECNICO DI TORINO
III ENGINEERING FACULTY
BCH-LDPC Concatenated Coding and High Order
Modulations for Satellite Transmitters
Advisor Co-Advisor
Prof. dr. Roberto Garello Eng. dr. Domenico Giancristofaro
a.a. 2007-2008
1
Luglio 2008
2. Overview
Analysis of the state of art of modern satellite communication systems
Study of DVB-S2 outer code (BCH)
Theoretical, algorithmical, and architectural study of the BCH encoder
Definition of a new algorithm on a parallel basis in order to increase data throughput
while being compliant with the specific ASIC technology (suitable for space
environment, radiation tolerant, etc.)
Module integration with LDPC section and Interleaver
Design and definition of SW modules (C/C++) to validate the parallel algorithm (test
bench for VHDL)
Lab tests over the entire TX Section.
2
Luglio 2008
3. Principal Operating Scenario within
Satellite Communications
Multimedia communications provided to wide geographical areas with low population
densisty
Maritime communications (e.g., Inmarsat) and Radio Navigation Systems (e.g.,
GPS, Galileo)
Digital TV Broadcasting (e.g, DVB-S, DVB-S2) and broadband internet access
(DVB-S2) for flexible ACM services
Earth observation and monotoring (e.g., COSMO-SkyMed): high data rate and short
revisit time (LEO), very high data rate required (roughly 1Gbps)
3
Luglio 2008
4. DVB-S2 System and ACM
within Ka Band
Low Protection
32APSK rate 9/10
High Protection
QPSK rate 1/4 S/N
MOD S/N
Bit Mapping • 4 Modulation Format: DEM
QPSK, 8PSK, 16APSK e 32APSK
Interleaver • 11 Code Rates spanning Deinterleaver
ENC-LDPC between 1/4 and 9/10 DEC-LDPC
• Spectral Efficiency η ≈ r∙ log2M
ENC-BCH between 0,5 and 4,5 bit/s/Hz DEC-BCH
4 • S/N ratio from –2dB to +17dB
S D
Luglio 2008
5. Channel Coding for DVB-S2 (BCH-LDPC)
Outer BCH Code
Primitive shortened
Three level of protection (8, 10, 12)
Gives an extra protection against the error floor at higher SNR
Inner LDPC Code
Performance close to Shannon limit
Reasonable level of complexity
5
Luglio 2008
6. BCH Encoding Algorithm
1. Multiplication (shift) and zero padding
r
m( x)⋅x Polynomial
2. Remainder computation Generator
r
d ( x)=m( x)⋅x mod g ( x)
3. Remainder bits get appended
d ( x)=m( x)⋅x r mod g ( x)
6
Luglio 2008
7. A Simple HW Architecture
The computation gets
interrupted for k clock ticks
g1 g2 gn-k-1
…un-1un x0 x1 x2 xn-k-1
This LFSR yields remainder bits in n clock ticks
This kind of architecture is not going to work seamlessy :
Parity bits have to be extracted not serially
Shift register needs to be reset after each computational cycle
7
Luglio 2008
8. A Typical Serial
Architecture
Injects zeroes
Breaks up the
feedback loop S1
g1 g2 gn-k-1
x0 x1 x2 xn-k-1
u(i)
1 Saving of k clock
Parity bits extraction c(i)
S2 ticks
2
It yields remainder bits in k clock ticks
After n clock ticks, it is newly ready for the next computation
However, it is still not suitable for our requirements
8
Luglio 2008
9. Algorithm at Higher Throughput:
Linear System Modeling
[ ] []
State equation
g0 1
g1 0
x (i )=A x (i +1)+b u (i )
b= ⋮ b= 0
⋮ ⋮
g n−k −2 ⋮
[ ]
g n−k −1 0
0 0 … 0 g0
1 0 … 0 g1
Input-state transition
A= ⋮ 1 … 0 g2 vectors
0 ⋮ ⋱ … ⋮
0 0 … 1 g r−1 The state matrix is relevant to
the system itself and so is common
to both system
State transition matrix: It
models its evolution I-S Vectors change as input
position changes
9
Luglio 2008
10. System Parallelization
By applying the following This matrix shows some sort
recursive substitution of regularity
x (i )=A x (i −1)+b u (i −1)
x (i −1)=A x (i −2)+b u (i together
Putting −2) p
Ap=
( 0 C1
I C2 )
column vectors
p: parallelismo )
(b Ab L A p −1 b It is common to both
system
p−1
x (i )=A x (i −p )+ ∑ A k b u (i −k −1)
p
k =0
Bp= I
0 () LFSR
x (ip)=A p x [(i −1) p ]+B p u (ip)
Bp Serial encoder
10
Luglio 2008
11. FEC Section
8 bits BCH 8 bits
8 bits
encoder BCH to LDPC
LDPC input
interface memory
8 bits
Download parity controller
The parallelism of LDPC input memory suggests a p = 8 as
degree of parallelism
BCH-LDPC interface is devoted to format data in order to have
them compliant with DVB-S2 specifications
11
Luglio 2008
12. Parallel BCH Encoder
COMB0 X0 COMB An
1st row
X1 COMB An
2nd row
( )
x 184
COMB1
1 X2 … C 1⋅ ⋮
… x 191
COMB2 … … …
… …
X7 COMB An
… 8th row
p bit
… X8
EXOR x9
COMB An
… 9th row
From COMB8
X9
( )
COMB7 COMB An
x 184
From x175
10th row From COMB
9 … C 2⋅ ⋮
COMB8 To EXOR x9
… x 191
X183 COMB An
… 184th row
… … From x181
… … COMB An
X190
… From x183 191th row From COMB190
X191 COMB An
12 COMB191
192th row
Luglio 2008
13. Combinatorial Networks
Makes the logic ai,183 or ci,1
more adaptable
ai,184 or ci,2
They are suitable …
for each protection …
level ai,191 or ci,8 …
Each combinatorial network performs a row by column product
The networks (192) ahead of the state registers performB 8⋅u
( )( )
x
The ones behind (192) carry out products C 1 ⋅ 184
⋮
C2
x 191
13
Luglio 2008
14. BCH-LDPC Interface
x(184-8*i)
x0 LSB
i=0
x1 .
x2 .
x(184-8*i) . … controller
x3 i=23
T
x(185-8*i)
i=0 o
.
… 8 bits
…
From BCH encoder
. … L
. … D
… x(185-8*i)
i=23 … P
C
… … …
…
i
x(190-8*i)
… i=0
n
p
u
x184 x(190-8*i) t
i=23 8 bits
x185 m
x(191-8*i)
MSB e
… i=0 m
x190 o
r
x191 x(191-8*i) From k y
14 i=23 informative bits
0
Luglio 2008
15. Algorithm Validation
Pseudo random The position of each error is a r.v.
Noise source uniformly distributed between 1 and
n, the block length
Message
Generator
Error source Comp
Decoding section
Error Berlekamp Error
BCH Encoder
Detection Massey Correction
Syndrome
Computation
Decoding blocks exploit useful precomputed Galois Tables
Berlekamp-Massey algorithm figures out error polinomial locator coefficients
Error correction block finds error positions by Chien search
15
Luglio 2008
16. Integration and Lab Test:
TX Section
Parallel Modulator
architecture
NC O Compensate for
DAC distortion
B 3 Rs
D
I
I Shaping Farrow i
T g
7 Bit Filter Interpolator
E Filter i
N
I
N
M 0
Three
t
8-10 B i t
a
C T A 0 Branches l
INPUT O E P DAC
DAC
INTERFACE R
P U P re co m . P/S
D L Q Shaping Farrow P
E E E 7 Bit Filter Interpolator C
Filter
R
A
V
R 0
Three S
I 0 Branches t
N a
G g
3 Rs e
NC O
Blocks before modulator perform BCH-LDPC concatenated encoding,
interleaving, and bit mapping
SRRC Shaping filter with three roll-off factors
The digital up-conversion stage shift the signal spectrum to an intermediate
frequency, just before the next shift to the working frequencies
16
Luglio 2008
17. Setup
Measures EVM, the Error Vector
Module
Stratix II DSP Agilent Infinium MSO Agilent 89600 Vector
development board 6054A Signal Analyzer
L’FPGA (EP2S180) on
Oscilloscope Software demodulation
board containing the TX
wired to the provides the phase and
Section synthesis
DAC output amplitude error with
Stratix II development respect to constellation
board has two 14 bit points
(165 Msample/s) DACs
Generates scatter plots
and measures the signal
17 spectrum
Luglio 2008
18. Modulator Performance
(2 MBaud – 16-APSK)
EVM
Amplitude
2%
Error: 0,9%
Distance from ideal performance very small
The DAC distortion, at low transmission rate, is very small
18
Luglio 2008
19. Performance
(30 MBaud – 8-PSK)
EVM
9%
EVM
4%
Without precompensation filter With compensation filter
Precompensation Filter Il DAC causes
flattens the spectrum distortion at high
frequencies since it
cuts them (low pass)
19
Luglio 2008