This course provides a comprehensive description of radar systems analyses and design. A design case study is introduced and as the material coverage progresses throughout the course, and new theory is presented, requirements for this design case study are changed and / or updated, and the design level of complexity is also increased. This design process is supported with a comprehensive set of MATLAB-7 code developed for this purpose. By the end, a comprehensive design case study is accomplished. This will serve as a valuable tool to radar engineers in helping them understand radar systems design process. Each student will receive the instructor’s textbook MATLAB Simulations for Radar Systems Design as well as course notes.
Stealth Technology is totally based on the EM wave propagation and reflection.RADAR technology plays a major role in military and others.For an object to be discovered in the RADAR it must be able to reflect back the EM waves that hit it.So stealth technology is totally based on this concept.
This presentation is also useful for STEALTH TECHNOLOGY.This presentation inckludes the methods of reducing the area of an object in the RADAR i.e.,to disappear the object by not visible in the RADAR
SEMINAR CREDITS:
SANKOJU YASHWANTH
Stealth Technology is totally based on the EM wave propagation and reflection.RADAR technology plays a major role in military and others.For an object to be discovered in the RADAR it must be able to reflect back the EM waves that hit it.So stealth technology is totally based on this concept.
This presentation is also useful for STEALTH TECHNOLOGY.This presentation inckludes the methods of reducing the area of an object in the RADAR i.e.,to disappear the object by not visible in the RADAR
SEMINAR CREDITS:
SANKOJU YASHWANTH
Gestão de Projetos De engenharia - (TAP) TERMO DE ABERTURA DE PROJETO-PRESTAÇ...Carlos Dias
SEMINÁRIO MODELO PARA APRESENTAÇÃO EM AULA DE GESTÃO DE PROJETOS NA UNIVERSIDADE ANHANGUERA DE NITERÓI-RJ SOB OS CUIDADOS DO PROFESSOR LUIZ AUGUSTO CESCON TAVARES.
MIMO radar is introduced in presentation ,its advantage .future scope,research area.
MIMO radars represent a new generation of radars. In contrast to the traditional phased-array radar in which the transmit elements can transmit only the scaled versions of same signal, a MIMO radar allows the transmitters to transmit multiple signals. This waveform diversity offers enhanced flexibility in transmit beampattern synthesis which is an important area of MIMO radar signal processing
Frequency-independent (FI) antennas are radiating structures capable of maintaining consistent impedance and pattern characteristics over multiple-decade bandwidths. Their finite size limits the lowest frequency of operation, and the finite precision of the center region bounds the highest frequency of operation.
10 range and doppler measurements in radar systemsSolo Hermelin
Present method of Range and Doppler measurement in a RADAR system.
For comments please contact me at solo.hermelin@gmail.com.
For more presentations on different subjects visit my website at http://www.solohermelin.com.
Recommend to view this presentation on my website in power point.
Gestão de Projetos De engenharia - (TAP) TERMO DE ABERTURA DE PROJETO-PRESTAÇ...Carlos Dias
SEMINÁRIO MODELO PARA APRESENTAÇÃO EM AULA DE GESTÃO DE PROJETOS NA UNIVERSIDADE ANHANGUERA DE NITERÓI-RJ SOB OS CUIDADOS DO PROFESSOR LUIZ AUGUSTO CESCON TAVARES.
MIMO radar is introduced in presentation ,its advantage .future scope,research area.
MIMO radars represent a new generation of radars. In contrast to the traditional phased-array radar in which the transmit elements can transmit only the scaled versions of same signal, a MIMO radar allows the transmitters to transmit multiple signals. This waveform diversity offers enhanced flexibility in transmit beampattern synthesis which is an important area of MIMO radar signal processing
Frequency-independent (FI) antennas are radiating structures capable of maintaining consistent impedance and pattern characteristics over multiple-decade bandwidths. Their finite size limits the lowest frequency of operation, and the finite precision of the center region bounds the highest frequency of operation.
10 range and doppler measurements in radar systemsSolo Hermelin
Present method of Range and Doppler measurement in a RADAR system.
For comments please contact me at solo.hermelin@gmail.com.
For more presentations on different subjects visit my website at http://www.solohermelin.com.
Recommend to view this presentation on my website in power point.
Radars are very complex electronic and electromagnetic systems. Often they are
complex mechanical systems as well. Radar systems are composed of many different
subsystems, which themselves are composed of many different components. There is a great
diversity in the design of radar systems based on purpose, but the fundamental operation and
main set of subsystems is the same.
These are the steps to be followed to use the Optimetrics feature in HFSS. This feature lets a user to optimize his/her design and its parameters by employing several techniques.
The development of a system simulation platform for Adaptive Cruise Control (ACC) radar working at 77 GHz is presented. The simulation platform allows us to test different radar architectures, modulation formats and detection algorithms as well as to simulate different scenarios, which improves the decision-making before and during the hardware development.
Artificial intelligence in the design of microstrip antennaRaj Kumar Thenua
This work presents a Neural Network model for the design of Microstrip Antenna for a desired frequency between 3.5 GHz to 5.5 GHz. The results obtained from the proposed method are compared with the results of IE3D and are found to be in good agreement. The advantage of the proposed method lies with the fact that the various parameters required for the design of specific Microstrip antenna at a particular frequency of interest can be easily extracted without going into the rigorous time consuming, iterative design procedures using a costly software package. In this work, a general design procedure is suggested for the Microstrip antennas using artificial neural networks and this is demonstrated using the rectangular patch geometry.
This slide describes design and simulation about the micro strip patch antenna using HFSS software.study the return characteristics,gain(db)and radiation pattern
As the given frequency & substrate thickness, we calculate substrate length,width & patch length.you can refer theory in "ANTENNA THEORY" by C.A.Balanis
International Journal of Computational Engineering Research(IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Digital Signal Processing - Practical Techniques, Tips and Tricks Course SamplerJim Jenkins
The goal of this 3-day course is to Introduce, explain, and demonstrate powerful, proven techniques, tips and “tricks of the trade” that can dramatically improve accuracy, speed and efficiency in Digital Signal Processing (DSP) applications.
The concepts are first presented using many colorful, clear figures along with plain English explanations and real-world examples. They are next demonstrated using clearly written MATLAB programs (with graphics). This way the student sees the key equations “in action” which increases intuitive understanding and learning speed. These (free) working programs can also be later modified or adapted by the student for customized, site specific use.
Each student will receive extensive course slides, a CD with MATLAB m-files for demonstration and later adaptation, supplementary materials and references to aid in the understanding and application of these “techniques, tips, and tricks” and a copy of the instructor’s latest book “The Essential Guide to Digital Signal Processing”.
ELINT Interception and Analysis course samplerJim Jenkins
The course covers methods to intercept radar and other non-communication signals and a then how to analyze the signals to determine their functions and capabilities. Practical exercises illustrate the principles involved.
Space Radiation & It's Effects On Space Systems & Astronauts Technical Traini...Jim Jenkins
This course is designed for technical and management personnel who wish to gain an understanding of the fundamentals and the effects of space radiation on space systems and astronauts. The radiation environment imposes strict design requirements on many space systems and is the primary limitation to human exploration outside of the Earth's magnetosphere. The course specifically addresses issues of relevance and concern for participants who expect to plan, design, build, integrate, test, launch, operate or manage spacecraft and spacecraft subsystems for robotic or crewed missions. The primary goal is to assist attendees in attainment of their professional potential by providing them with a basic understanding of the interaction of radiation with non-biological and biological materials, the radiation environment, and the tools available to simulate and evaluate the effects of radiation on materials, circuits, and humans
Space Systems & Space Subsystems Fundamentals Technical Training Course SamplerJim Jenkins
This four-day course in space systems and space subsystems is for technical and management personnel who wish to gain an understanding of the important technical concepts in the development of space instrumentation, subsystems, and systems. The goal is to assist students to achieve their professional potential by endowing them with an understanding of the subsystems and supporting disciplines important to developing space instrumentation, space subsystems, and space systems. It designed for participants who expect to plan, design, build, integrate, test, launch, operate or manage subsystems, space systems, launch vehicles, spacecraft, payloads, or ground systems. The objective is to expose each participant to the fundamentals of each subsystem and their inter-relations, to not necessarily make each student a systems engineer, but to give aerospace engineers and managers a technically based space systems perspective. The fundamental concepts are introduced and illustrated by state-of-the-art examples. This course differs from the typical space systems course in that the technical aspects of each important subsystem are addressed.
AESA Airborne Radar Theory and Operations Technical Training Course SamplerJim Jenkins
The revolutionary active electronically scanned array (AESA) Radar provides huge gains in performance and all the front line fighters in the world from the Americans (F35, F22, F18, F15, F16) to the Europeans, Russians and Chinese already have one or soon will. This four day seminar, which took 10,000 man hours to produce, is a comprehensive treatment on the latest systems engineering technology required to design the modes for an AESA to capitalize on the systems inherent multi role, wide bandwidth, fast beam switching, and high power capabilities. Steve Jobs once said “You must provide the tools to let people become their best”, and this seminar will include two indispensable tools for the AESA engineer. 1) A newly written 400+ page electronic book with interactive calculations and simulations on the more complicated seminar subjects like STAP and Automatic Target Recognition. 2) A professionally designed spread sheet (with software) for designing, capturing and predicting the detection performance of the AESA modes including the challenging Alert-Confirm waveform.
This three day course is intended for practicing systems engineers who want to learn how to apply model-driven systems Successful systems engineering requires a broad understanding of the important principles of modern spacecraft communications. This three-day course covers both theory and practice, with emphasis on the important system engineering principles, tradeoffs, and rules of thumb. The latest technologies are covered. <p>
Communications Payload Design and Satellite System Architecture: Bent Pipe a...Jim Jenkins
This four-day course, ATI Courses.com's Communications Payload Design and Satellite System Architecture course , provides communications and satellite systems engineers and system architects with a comprehensive and accurate approach for the specification and detailed design of the communications payload and its integration into a satellite system. Both standard bent pipe repeaters and digital processors (on board and ground-based) are studied in depth, and optimized from the standpoint of maximizing throughput and coverage (single footprint and multi-beam). Applications in Fixed Satellite Service (C, X, Ku and Ka bands) and Mobile Satellite Service (L and S bands) are addressed as are the requirements of the associated ground segment for satellite control and the provision of services to end users.
Software Defined Radio Engineering course samplerJim Jenkins
This 3-day course is designed for digital signal processing engineers, RF system engineers, and managers who wish to enhance their understanding of this rapidly emerging technology. Most topics include carefully described design analysis, alternative approaches, performance analysis, and references to published research results. Many topics are illustrated by Matlab simulation demos. An extensive bibliography is included.
Satellite RF Communications and Onboard Processing Course SamplerJim Jenkins
Successful systems engineering requires a broad understanding of the important principles of modern satellite communications and onboard data processing. This course covers both theory and practice, with emphasis on the important system engineering principles, tradeoffs, and rules of thumb. The latest technologies are covered, including those needed for constellations of satellites.
This course is recommended for engineers and scientists interested in acquiring an understanding of satellite communications, command and telemetry, onboard computing, and tracking. Each participant will receive a complete set of notes.
Fundamentals of Passive and Active Sonar Technical Training Short Course SamplerJim Jenkins
This four-day course is designed for SONAR systems engineers, combat systems engineers, undersea warfare professionals, and managers who wish to enhance their understanding of passive and active SONAR or become familiar with the "big picture" if they work outside of either discipline. Each topic is presented by instructors with substantial experience at sea. Presentations are illustrated by worked numerical examples using simulated or experimental data describing actual undersea acoustic situations and geometries. Visualization of transmitted waveforms, target interactions, and detector responses is emphasized.
Space Environment & It's Effects On Space Systems course samplerJim Jenkins
This class on the space environment and its effects on space systems is for technical and management personnel who wish to gain an understanding of the important issues that must be addressed in the development of space instrumentation, subsystems, and systems. The goal is to assist students to achieve their professional potential by endowing them with an understanding of the fundamentals of the space environment and its effects. The class is designed for participants who expect to either, plan, design, build, integrate, test, launch, operate or manage payloads, subsystems, launch vehicles, spacecraft, or ground systems.
Each participant will receive a copy of the reference textbook: Pisacane, VL. The Space Environment and its Effects on Space Systems. AIAA Education Series, 2008.
Bioastronautics: Space Exploration and its Effects on the Human Body Course S...Jim Jenkins
This three-day course is intended for technical and managerial personnel who wish to be introduced to the effects of the space environment on humans. This course introduces bioastronautics from a fundamental perspective, assuming no prior knowledge of biology, physiology, or chemistry. The objective of the course is to provide the student with basic knowledge that will allow him or her to contribute more effectively to the human space exploration program. The human body, that through evolution is uniquely designed to function on the Earth, adapts to the space environment characterized by weightlessness and enhanced radiation. These alterations can impact the health and performance of astronauts, especially on return to the Earth.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
JMeter webinar - integration with InfluxDB and Grafana
ATI's Radar Systems Analysis & Design using MATLAB Technical Training Short Course Sampler
1. Professional Development Short Course On:
Radar Systems Analysis & Design using MATLAB
Instructor:
Dr. Andy Harrison
http://www.ATIcourses.com/schedule.htm
ATI Course Schedule:
http://www.aticourses.com/radar_systems_analysis.htm
ATI's Radar Systems Analysis & Design:
2. www.ATIcourses.com
Boost Your Skills 349 Berkshire Drive
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with On-Site Courses Telephone 1-888-501-2100 / (410) 965-8805
Tailored to Your Needs
Fax (410) 956-5785
Email: ATI@ATIcourses.com
The Applied Technology Institute specializes in training programs for technical professionals. Our courses keep you
current in the state-of-the-art technology that is essential to keep your company on the cutting edge in today’s highly
competitive marketplace. Since 1984, ATI has earned the trust of training departments nationwide, and has presented
on-site training at the major Navy, Air Force and NASA centers, and for a large number of contractors. Our training
increases effectiveness and productivity. Learn from the proven best.
For a Free On-Site Quote Visit Us At: http://www.ATIcourses.com/free_onsite_quote.asp
For Our Current Public Course Schedule Go To: http://www.ATIcourses.com/schedule.htm
3. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Consider a radar with an omni
directional antenna. The peak power
density (power per unit area) at any
R
point in space is
Transmitted Power watts
PD = 2
Area of a Sphere m
The power density at a given range
away from the radar (assuming a
lossless propagation medium) is
Pt Pt = Peak Transmitted Power
PD =
4π R 2 4π R 2 = Area of a Sphere of Radius( R)
2
4. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Radar systems utilize directional antennas in order to increase the
power density in a certain direction.
Directional antennas are usually characterized by the antenna gain and
the antenna effective aperture, which are related by
4π Ae
G=
λ2
θ G = Antenna Gain
Ae = Effective Aperture (m 2 )
λ = Wavelength (m)
3
5. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
The antenna gain is also related to the azimuth and elevation beam widths
by
4π
G=k k ≤1
θ eθ a
θ a = Azimuth Beamwidth (radians)
θ e = Elevation Beamwidth (radians)
An accurate approximation for antenna gain is
26000
G= → θ e θ a (degrees)
θeθa
The power density at a given range from the radar using a directive antenna
is then given by
Pt G
PD =
4π R 2
4
6. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Antenna Beamwidth
-3 dB from peak
Side Lobe Level
θ = 8.75o
Side Lobes
5
7. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
When the radiated energy from a radar impinges on a target, the
induced surface currents on that target re-radiate or scatter
electromagnetic energy in all directions.
Transmitted Energy
Scattered Energy
6
8. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
The amount of the scattered energy is proportional to the target size,
orientation, physical shape, and material, which are all lumped
together in one target-specific parameter called the Radar Cross
Section (RCS) and is denoted by σ.
The radar cross section is defined as the ratio of the power reflected
back to the radar to the power density incident on the target.
Pr
σ= (m 2 )
PD
Pr = Reflected Power
PD = Incident Power Density
7
9. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Signature Modeling Techniques
There are different ways to solve the EM scattering problem. The
method used depends on variables such as
Desired accuracy and appropriateness of the method
Number of CPUs and amount of RAM available
Amount of wall time available
The different methods are often grouped together into what are
called “low” and “high” frequency computational techniques.
“Low frequency” methods solve the scattering problem in an
“exact” sense, incorporating all electromagnetic effects. They are
often limited by problem size or computer power.
“High Frequency” methods approximate the scattering problem.
They are generally less accurate, though often much faster and less
demanding on CPU resources than a low frequency method.
8
10. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Finite Difference Time Domain (FDTD)
FDTD solves the time-domain version of Maxwell’s Equations. FDTD
is considered to be a “full wave” or “exact” method.
For scattering problems, the target and some adjoining space must
be discretized on a rectangular grid to support the electromagnetic
fields.
FDTD has high memory and CPU demands, and is not typically
used for targets that are electrically large.
3D Maxwell Equations FDTD Grid Time-Domain Field
9
11. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Method of Moments (MoM)
The MoM is used in the scattering problem in the frequency-domain
by solving the integral Maxwell’s Equations. It is considered to be a
“full wave” or “exact” method.
The MoM solves for the induced surface current on an object by
discretizing the target surface into a number of subdomain “basis
functions”. The number of basis functions (N) needed is
proportional to the radar wavelength.
The MoM creates a matrix equation of order N2. This ultimately limits
its application to problems of small electrical size.
Surface Currents
10
12. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Method of Moments (MoM)
The Fast Multipole Method (FMM/MLFMA) can be used to reduce the
complexity of the MoM matrix system and allow the MoM to be used
in problems previously unsolvable.
Reliable, industrial-strength FMM software is slowly becoming
commercially available. These codes still require supercomputer-
class hardware to solve very large MoM problems.
81920 unknowns
Regular MoM:
50 GB RAM
FMM:
1.2 GB RAM
A factor of 40/1 !
8 Wavelength Sphere
11
13. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Approximate (High-Frequency) Methods
“High Frequency” methods approach the scattering problem by assuming
the target is very large compared to the radar wavelength.
Approximations can then be made to simplify and expedite signature
prediction by considering different scattering mechanisms separately.
Physical Optics (PO) is a commonly used method that approximates the
surface currents by assuming the surface is locally flat. This method does
well at speculars but is fair to poor at off-specular angles.
The Physical Theory of Diffraction (PTD) supplements PO by accounting for
single diffractions from edges.
Shooting and Bouncing Rays (SBR) supplements PO and PTD by using ray-
optics to model multiple-bounce scattering.
Other scattering mechanisms (traveling and creeping waves) can be
considered, but are difficult to formulate analytically for general targets.
12
14. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Comparison of MoM and Approximate Methods
Target: 16 x 8 inch “Top Hat”
Monostatic RCS Calculated at 7
GHz
Target approximately 10 x 5
wavelengths in electrical size. “Top Hat”
PO Only PO + PTD PO + PTD + SBR
13
15. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Signature Modeling Software
Finite Difference Time Domain (FDTD)
Remcom xfdtd (packaging, machines)
EMS+ EZ-FDTD (packaging, machines)
Finite Element Method (FEM)
Ansys, Inc. ANSYS (packaging, machines)
Method of Moments (MoM)
EM Software and Systems FEKO (wire and planar antennas)
Tripoint Industries Serenity (Scattering by MoM/MLFMA)
Tripoint Industries Galaxy (Scattering by MoM-BoR)
Physical Optics / PTD / SBR
Tripoint Industries lucernhammer MT (High-frequency scattering)
SAIC xPatch (High-frequency scattering)
14
16. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Typical RCS values of various objects at X-Band.
Object RCS (m2) RCS (dBsm)
Pickup Truck 200 23
Automobile 100 20
Jumbo Jet 100 20
Commercial 40 16
Cabin Cruiser Boat 10 10
Large Fighter Aircraft 6 7.78
Small Fighter Aircraft 2 3
Adult Male 1 0
Conventional Winged Missile 0.5 -3
Bird 0.01 -20
Insect 1x10-5 -50
Advanced Tactical Fighter 1x10-6 -60
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17. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
The power scattered by the target is then
Pt Gσ
Ptarget = (watts )
4π R 2
Recalling that the power density at a given range is
Pt
PD =
4π R 2
Substituting the target’s scattered power gives the total power
density delivered back to the antenna.
Pt Gσ
Pantenna =
(4π R ) 2 2
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18. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Multiplying by the effective area of the antenna gives the total power
received by the radar.
Pt Gσ
Pradar = Ae
(4π R ) 2 2
Substituting for the effective aperture then gives
Pt G 2 λ2σ
Pradar = ( watts )
(4π )3 R 4
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19. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Denote the minimum detectable signal power by Smin.
It follows that
Pt G 2 λ2σ
S min =
(4π )3 R 4
Rearranging the equation gives the maximum Range to the target.
14
Pt G λ σ 2 2
Rmax =
(4 π )3 S
(meters)
min
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20. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
In realistic situations, the returned signals received by the radar will
be corrupted by noise.
Noise is random in nature and may be described by its Power
Spectral Density (PSD).
PSD = k Ts
Joules
k = Boltzmann's Constant = 1.38 ×10 − 23
Kelvin
Ts = System Noise Temperature (Kelvin)
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21. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
The input noise power for a radar of a given operating bandwidth is then
given as
N i = PSD × B = k Ts × B
It is always desirable that the minimum detectable signal power be greater
than the noise power.
The fidelity of a radar receiver is normally described by a figure of merit
called the noise figure which is defined as
SNRi Si N i
F= =
SNRo S o N o
SNRi = Input Signal to Noise Ratio
SNRo = Output Signal to Noise Ratio
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22. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
The input signal power may be rewritten as
Si = k Ts B F SNRo
The minimum detectable signal is then
S min = k Ts B F (SNRo )min
Setting the detection threshold to the minimum output SNR results
in
14
Pt G λ σ
2 2
Rmax =
(4 π ) k T B F (SNR )
3
s o min
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23. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
The Radar Equation
Rearranging gives the SNR at the output of the receiver.
Pt G 2 λ2 σ
SNRo =
(4 π )3 k Ts B F R 4
In general, radar losses, L, reduce the overall SNR and thus
Pt G 2 λ2 σ
SNRo =
(4 π )3 k Ts B F L R 4
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24. Radar Systems Analysis and Design Using MATLAB ♦ Applied Technology Institute
Radar Reference Range
SNR vs Detection Range for Varying SNR vs Detection Range for Varying
Peak Power Target RCS
23
25. To learn more please attend ATI course
Radar Systems Analysis & Design using MATLAB
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