Sensitivity analysis

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Sensitivity analysis (SA) is the study of how the variation (uncertainty) in the output of a statistical model can be attributed to different variations in the inputs of the model. (Wikipedia.org)






Conferences related to Sensitivity analysis

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2019 20th International Conference on Solid-State Sensors, Actuators and Microsystems & Eurosensors XXXIII (TRANSDUCERS & EUROSENSORS XXXIII)

The world's premiere conference in MEMS sensors, actuators and integrated micro and nano systems welcomes you to attend this four-day event showcasing major technological, scientific and commercial breakthroughs in mechanical, optical, chemical and biological devices and systems using micro and nanotechnology.The major areas of activity in the development of Transducers solicited and expected at this conference include but are not limited to: Bio, Medical, Chemical, and Micro Total Analysis Systems Fabrication and Packaging Mechanical and Physical Sensors Materials and Characterization Design, Simulation and Theory Actuators Optical MEMS RF MEMS Nanotechnology Energy and Power


2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

The conference program will consist of plenary lectures, symposia, workshops andinvitedsessions of the latest significant findings and developments in all the major fields ofbiomedical engineering.Submitted papers will be peer reviewed. Accepted high quality paperswill be presented in oral and postersessions, will appear in the Conference Proceedings and willbe indexed in PubMed/MEDLINE & IEEE Xplore


2019 44th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)

Science, technology and applications spanning the millimeter-waves, terahertz and infrared spectral regions


2019 IEEE 46th Photovoltaic Specialists Conference (PVSC)

Photovoltaic materials, devices, systems and related science and technology


2019 IEEE 58th Conference on Decision and Control (CDC)

The CDC is recognized as the premier scientific and engineering conference dedicated to the advancement of the theory and practice of systems and control. The CDC annually brings together an international community of researchers and practitioners in the field of automatic control to discuss new research results, perspectives on future developments, and innovative applications relevant to decision making, systems and control, and related areas.The 58th CDC will feature contributed and invited papers, as well as workshops and may include tutorial sessions.The IEEE CDC is hosted by the IEEE Control Systems Society (CSS) in cooperation with the Society for Industrial and Applied Mathematics (SIAM), the Institute for Operations Research and the Management Sciences (INFORMS), the Japanese Society for Instrument and Control Engineers (SICE), and the European Union Control Association (EUCA).


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Periodicals related to Sensitivity analysis

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Advanced Packaging, IEEE Transactions on

The IEEE Transactions on Advanced Packaging has its focus on the modeling, design, and analysis of advanced electronic, photonic, sensors, and MEMS packaging.


Automatic Control, IEEE Transactions on

The theory, design and application of Control Systems. It shall encompass components, and the integration of these components, as are necessary for the construction of such systems. The word `systems' as used herein shall be interpreted to include physical, biological, organizational and other entities and combinations thereof, which can be represented through a mathematical symbolism. The Field of Interest: shall ...


Biomedical Engineering, IEEE Transactions on

Broad coverage of concepts and methods of the physical and engineering sciences applied in biology and medicine, ranging from formalized mathematical theory through experimental science and technological development to practical clinical applications.


Broadcasting, IEEE Transactions on

Broadcast technology, including devices, equipment, techniques, and systems related to broadcast technology, including the production, distribution, transmission, and propagation aspects.


Circuits and Systems I: Regular Papers, IEEE Transactions on

Part I will now contain regular papers focusing on all matters related to fundamental theory, applications, analog and digital signal processing. Part II will report on the latest significant results across all of these topic areas.


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Most published Xplore authors for Sensitivity analysis

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Xplore Articles related to Sensitivity analysis

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Sensitivity analysis of similarity metrices for image matching

[{u'author_order': 1, u'affiliation': u'Dept. of Electr. Eng., Texas Univ., Arlington, TX, USA', u'authorUrl': u'https://ieeexplore.ieee.org/author/37664723900', u'full_name': u'R. Malla', u'id': 37664723900}, {u'author_order': 2, u'affiliation': u'Dept. of Electr. Eng., Texas Univ., Arlington, TX, USA', u'authorUrl': u'https://ieeexplore.ieee.org/author/37355178300', u'full_name': u'V. Devarajan', u'id': 37355178300}] Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 1994

This paper presents simulation results on the performance of similarity metrices for image matching. Specifically, matching and determining the transformation between slightly rotated images are addressed. The use of a correlation function and an error function as similarity metrices is reexamined when there is a coupling between translation and rotation. Sensitivity of these two metrices in the above context is ...


A sensitivity-driven parametric electromagnetic design environment

[{u'author_order': 1, u'affiliation': u'Electr. & Comput. Eng. Dept., McGill Univ., Montreal, Que., Canada', u'authorUrl': u'https://ieeexplore.ieee.org/author/37297169400', u'full_name': u'P.J. Weicker', u'id': 37297169400}, {u'author_order': 2, u'affiliation': u'Electr. & Comput. Eng. Dept., McGill Univ., Montreal, Que., Canada', u'authorUrl': u'https://ieeexplore.ieee.org/author/37299132100', u'full_name': u'D.A. Lowther', u'id': 37299132100}] IEEE Transactions on Magnetics, 2006

The paper describes a design environment for electromagnetic devices and systems which links the concepts of variational geometry with sensitivity analysis. The goal is to allow a designer to explore a potential set of solutions to a design problem which has been posed through a rough, parameterized geometric sketch of the desired device


Advanced fault analysis techniques on AES

[{u'author_order': 1, u'affiliation': u'Department of Informatics, The Univ. of Electro-Communications, Tokyo 182-8585, Japan', u'authorUrl': u'https://ieeexplore.ieee.org/author/37085425930', u'full_name': u'Kazuo Sakiyama', u'id': 37085425930}, {u'author_order': 2, u'affiliation': u'Department of Informatics, The Univ. of Electro-Communications, Tokyo 182-8585, Japan', u'authorUrl': u'https://ieeexplore.ieee.org/author/37085485501', u'full_name': u'Takanori Machida', u'id': 37085485501}, {u'author_order': 3, u'affiliation': u'Department of Informatics, The Univ. of Electro-Communications, Tokyo 182-8585, Japan', u'authorUrl': u'https://ieeexplore.ieee.org/author/37085703448', u'full_name': u'Arisa Matsubara', u'id': 37085703448}] 2015 IEEE International Symposium on Electromagnetic Compatibility (EMC), 2015

Fault analysis research on symmetric-key cipher has been intensively discussed since differential fault analysis (DFA) was proposed in 1997. Output masking for wrong ciphertexts was believed to be the most effective countermeasure of the DFA attacks. However, fault sensitive analysis (FSA), proposed in 2010, can bypass the output-masking countermeasure. Both DFA and FSA require a strict fault injection control with ...


Comparison of effectiveness of Current Ratio and Delta-I/sub DDQ/ tests

[{u'author_order': 1, u'affiliation': u'Dept. of Comput. Sci., Texas A&M Univ., College Station, TX, USA', u'authorUrl': u'https://ieeexplore.ieee.org/author/37283943200', u'full_name': u'S.S. Sabade', u'id': 37283943200}, {u'author_order': 2, u'affiliation': u'Dept. of Comput. Sci., Texas A&M Univ., College Station, TX, USA', u'authorUrl': u'https://ieeexplore.ieee.org/author/37269598500', u'full_name': u'D.M.H. Walker', u'id': 37269598500}] 17th International Conference on VLSI Design. Proceedings., 2004

I/sub DDQ/ test is a valuable test method for semiconductor manufacturers. However, its effectiveness is reduced for deep sub-micron technology chips due to rising background leakage. Current two test methods that promise to extend the life of I/sub DDQ/ test are Current Ratio and Delta-I/sub DDQ/. Although several studies have been reported on these methods, their effectiveness in detecting defects ...


Sensitivity analysis of region landslide vegetation factor based on the remote sensing and geography information system

[{u'author_order': 1, u'affiliation': u'Department of Prospecting Techniques, Shijiazhuang University of Economics, China', u'authorUrl': u'https://ieeexplore.ieee.org/author/37711097400', u'full_name': u'Hongyang Cao', u'id': 37711097400}, {u'author_order': 2, u'affiliation': u'Department of Prospecting Techniques, Shijiazhuang University of Economics, China', u'authorUrl': u'https://ieeexplore.ieee.org/author/37713985500', u'full_name': u'Yingjiao Xu', u'id': 37713985500}, {u'author_order': 3, u'affiliation': u'Department of Civil Engineering and Architecture, Zhongyuan University of Technology, Zhengzhou, China', u'authorUrl': u'https://ieeexplore.ieee.org/author/37718943900', u'full_name': u'Yadong Bian', u'id': 37718943900}] 2011 International Conference on Remote Sensing, Environment and Transportation Engineering, 2011

Influence factors sensitivity analysis is a key problem for region landslide field, vegetation coverage is an important one of all factors. The type of vegetation coverage was classified by remote sensing supervised classification technology, and landslides were interpreted by the three dimension image of remote sensing. The internal relation between landslides and the type of vegetation coverage was revealed by ...


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Educational Resources on Sensitivity analysis

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IEEE.tv Videos

IMS 2012 Microapps - Improve Microwave Circuit Design Flow Through Passive Model Yield and Sensitivity Analysis
95uW 802.11g/n compliant fully-integrated wake-up receiver with -72dBm sensitivity in 14nm FinFET CMOS: RFIC Industry Showcase 2017
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IMS 2011 Microapps - Yield Analysis During EM Simulation
IMS 2011 Microapps - A Practical Approach to Verifying RFICs with Fast Mismatch Analysis
IMS MicroApps: Multi-Rate Harmonic Balance Analysis
Spectrum Analysis: RF Boot Camp
IMS 2011 Microapps - Tools for Creating FET and MMIC Thermal Profiles
Zohara Cohen AMA EMBS Individualized Health
A Flexible Testbed for 5G Waveform Generation and Analysis: MicroApps 2015 - Keysight Technologies
Surgical Robotics: Analysis and Control Architecture for Semiautonomous Robotic Surgery
IMS 2012 Microapps - Generation and Analysis Techniques for Cost-efficient SATCOM Measurements Richard Overdorf, Agilent
IMS 2011 Microapps - STAN Tool: A New Method for Linear and Nonlinear Stability Analysis of Microwave Circuits
IMS 2011 Microapps - Remcom's XFdtd and Wireless InSite: Advanced Tools for Advanced Communication Systems Analysis
Network Analysis: RF Boot Camp
Micro-Apps 2013: Power Added Efficiency (PAE) Analysis with 8990B Peak Power Analyzer
Brooklyn 5G Summit 2014: Dr. Robert Heath on Coverage and Capacity Analysis of Dense Millimeter Wave Cellular System
Nanoscale Magnetism with Picosecond Time Resolution and High Sensitivity - Hendrik Ohldag - IEEE Magnetics Distinguished Lecture
MicroApps: New Technologies and Techniques for Wideband Analysis (Agilent Technologies)
Receiver Design and Analysis: RF Boot Camp

IEEE-USA E-Books

  • 6. Physics-Based Models, Sensitivity Analysis, and Optimization of Automotive Batteries (2014-01-1865)

    The analysis of nickel metal hydride (Ni-MH) battery performance is very important for automotive researchers and manufacturers. The performance of a battery can be described as a direct consequence of various chemical and physical phenomena taking place inside the container. In this paper, a physics-based model of a Ni-MH battery will be presented. To analyze its performance, the efficiency of the battery is chosen as the performance measure, which is defined as the ratio of the energy output from the battery and the energy input to the battery while charging.Parametric sensitivity analysis will be used to generate sensitivity information for the state variables of the model. The generated information will be used to showcase how sensitivity information can be used to identify unique model behavior and how it can be used to optimize the capacity of the battery. The results will be validated using a finite difference formulation.

  • Advanced Circuit Simulation using Multisim Workbench

    Multisim is now the de facto standard for circuit simulation. It is a SPICE- based circuit simulator which combines analog, discrete-time, and mixed-mode circuits. In addition, it is the only simulator which incorporates microcontroller simulation in the same environment. It also includes a tool for printed circuit board design. Advanced Circuit Simulation Using Multisim Workbench is a companion book to Circuit Analysis Using Multisim, published by Morgan & Claypool in 2011. This new book covers advanced analyses and the creation of models and subcircuits. It also includes coverage of transmission lines, the special elements which are used to connect components in PCBs and integrated circuits. Finally, it includes a description of Ultiboard, the tool for PCB creation from a circuit description in Multisim. Both books completely cover most of the important features available for a successful circuit simulation with Multisim. Table of Contents: Models and Subcircuits / Transmission Lines / Other Types of Analyses / Simulating Microcontrollers / PCB Design With Ultiboard

  • Fundamentals of Engineering Economics and Decision Analysis

    The authors cover two general topics: basic engineering economics and risk analysis in this text. Within the topic of engineering economics are discussions on the time value of money and interest relationships. These interest relationships are used to define certain project criteria that are used by engineers and project managers to select the best economic choice among several alternatives. Projects examined will include both income- and service-producing investments. The effects of escalation, inflation, and taxes on the economic analysis of alternatives are discussed. Risk analysis incorporates the concepts of probability and statistics in the evaluation of alternatives. This allows management to determine the probability of success or failure of the project. Two types of sensitivity analyses are presented. The first is referred to as the range approach while the second uses probabilistic concepts to determine a measure of the risk involved. The authors have designed the text to assist individuals to prepare to successfully complete the economics portions of the Fundamentals of Engineering Exam. Table of Contents: Introduction / Interest and the Time Value of Money / Project Evaluation Methods / Service Producing Investments / Income Producing Investments / Determination of Project Cash Flow / Financial Leverage / Basic Statistics and Probability / Sensitivity Analysis

  • Strategic Cost Fundamentals: for Designers, Engineers, Technologists, Estimators, Project Managers, and Financial Analysts

    This book is designed to introduce designers, engineers, technologists, estimators, project managers, and financial analysts as well as students in engineering and business to strategic cost tools for project cost evaluations. The three main sections are as follows. (1) Cost Relationships, Financial Statements, and Performance Measures—This section describes the relationships between cash flows and profits; the relationships between financial statements and the Purcell Diagram; and the issues of cost estimating, time-based breakeven analysis and time-based earned schedule. (2) Tools for Economic Evaluations—This section considers the basic mathematical relations used behind the economic equations and factors; discrete and continuous interest; depreciation terms and methods; and the Present Value of Principal Approach for evaluating loans. (3) Methods for Project Evaluation and Risk Analysis—This section considers payback periods, present worth analysis, return on investment, internal rate of return, benefit/cost ratios and positive-negative project balances; risk techniques of sensitivity analysis, optimistic-pessimistic analysis, discrete probability examples, and continuous probability models using the normal and triangular distributions.

  • Implementation of Head Injury Criteria in Bicycle-Car Accidents

    Several head injury criteria, some of which are generally accepted whereas others are newly proposed, are implemented and applied to multibody accident simulations of typical bicycle-car accidents. The main goal is to establish the importance of car - and bicycle speed and relative car-bicycle trajectory for accident reconstruction studies. For this purpose, Madymo® cyclist and car models are used in a parametric sensitivity analysis study. Head injury criteria include the HIC, maximum change in rotational velocity of the head and peak rotational head acceleration. Injury parameters are investigated for 30 different cases of frontal and sideways collisions. For cyclist speeds ranging from 10 to 30 km/h and car speeds from 20 to 50 km/h, HIC values range from 200 up to 2500. Maximum change in head rotational velocity ranges from 20 to 60 rad/s and peak rotational acceleration from 4500 to 22000 rad/s². In general, sideways impacts lead to higher values for all head injury criteria. The influence of car speed on the head injury criteria values is larger in the sideways collision cases when compared to the frontal case. On the contrary, cyclist speed has a larger influence in the frontal case. It is concluded that car speed is the most critical factor and traffic expert input is needed to calculate car speed at time of impact based on objective information. Next to car speed, the relative car-bicycle position needs to be established iteratively by matching modelled impact positions with those reported in medical files, eyewitness reports, police- and traffic expert reports.

  • LSP METHOD

    The evaluation process can be denoted as professional if the evaluated systems have substantial complexity and require professional domain expertise to specify the structure and parameters of Logic Scoring of Preference (LSP) evaluation criteria. Elementary attribute criteria generate attribute suitability scores for all attributes of an evaluated object. The chapter focuses on strategic decision, techniques, and tools that are necessary in the process of professional development of complex LSP criteria and their aggregation structures. Two basic processes that are used for tuning and justification of complex criteria are sensitivity analysis and tradeoff analysis. The chapter presents basic design rules for logic aggregation structures used in LSP criteria. It also presents the optimum pricing problem where the cost/suitability analysis is performed from both the buyer's and seller's standpoint. The chapter provides a short summary of existing software, and an outline of the LSP method. The LSP software technology is designed to support different categories of users.

  • Design of a Winston Cup Chassis for Torsional Stiffness (983053)

    Race teams are interested in understanding the influence of the various structural members on the torsional stiffness of a NASCAR Winston Cup race car chassis. In this work we identify the sensitivity of individual structural members on the torsional stiffness of a baseline chassis. A high sensitivity value indicates a strong influence on the torsional stiffness of the overall chassis. Results from the sensitivity analysis are used as a guide to modify the baseline chassis with the goal of increased torsional stiffness with minimum increase in weight and low center-of-gravity placement. The torsional stiffness of the chassis with various combinations of added members in the front clip area, engine bay, roof area, front window and the area behind the roll cage was predicted using finite element analysis. Torsional stiffness increases and weight from several competing chassis designs are reported. Twist angle and the rate of change in twist angle under torsion is calculated at several locations along the frame. With strategic placement of structural members to a baseline chassis, the torsional stiffness can be more than tripled with only a 40 lb increase in weight.

  • Critical considerations and improvements to the short-time gaussian plume models

    This chapter contains sections titled: A sensitivity analysis of the multiple- source gaussian plume urban diffusion model, Amendments relating to the basic gaussian short-time models, The gaussian plume model combined with street- canyon or highway submodules, References

  • Practical Considerations and Design Examples

    This chapter aims to bridge the gap between theory and practical realization of microwave filters and multiplexing networks. It provides examples that cover system considerations and tradeoffs in the development of specifications for filter networks. The chapter addresses the constraints imposed by the operating environment, technology limitations, and manufacturing tolerances. These constraints are captured by invoking the concept of equivalent linear frequency drift (ELFD). The chapter also provides examples that deal with filter design and synthesis techniques. It describes simple examples to help understand the design methodology of the two most widely used multiplexers, the circulator‐coupled configuration and the manifold coupled design. The chapter explains examples related to high‐power requirements for filters and multiplexers in space and terrestrial environment. It concludes with an overview of electromagnetic (EM)‐based tolerance and sensitivity analysis in filter design.

  • Internet Telephony in the Corporation

    This chapter contains section titled: Corporate Internet Telephony, Results, Sensitivity Analysis, Economic and Policy Implications, Conclusions, Notes



Standards related to Sensitivity analysis

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(Replaced) IEEE Standard VHDL Language Reference Manual

his standard revises and enhances the VHDL language reference manual (LRM) by including a standard C language interface specification; specifications from previously separate, but related, standards IEEE Std 1164 -1993,1 IEEE Std 1076.2 -1996, and IEEE Std 1076.3-1997; and general language enhancements in the areas of design and verification of electronic systems.