2021 28th International Conference on Mixed Design of Integrated Circuits and System最新文献_第2页

Comparison of the Effectiveness of the Methods of Recording Physiological Signals Using Passive Electronic Sensors to Obtain Respiratory Parameters in People with Respiratory Dysfunction 无源电子传感器记录生理信号获取呼吸参数方法在呼吸功能障碍患者中的有效性比较

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497647

Ilona Karpiel, J. Woloszyn, Kamil Olesz, Maciej Mysinski, Mirella Urzeniczok, Daniel Feige, A. Sobotnicki, Marek Czerw

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引用次数: 1

Novel ANC Simulation Based on VSSLMS Method for Reducing the Microphonics Effects in Cavities 基于VSSLMS方法降低腔内微音效应的新型ANC仿真

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497598

F. Abdi, W. Cichalewski, W. Jalmuzna, A. Napieralski

引用次数: 0

Safety Application Car Crash Detection Using Multiclass Support Vector Machine 安全应用:基于多类支持向量机的碰撞检测

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497547

Mike Schwarz, A. Buhmann

{"title":"Safety Application Car Crash Detection Using Multiclass Support Vector Machine","authors":"Mike Schwarz, A. Buhmann","doi":"10.23919/MIXDES52406.2021.9497547","DOIUrl":"https://doi.org/10.23919/MIXDES52406.2021.9497547","url":null,"abstract":"In this paper, the application of Support Vector Machine (SVM) on multiple car crash situations for improved decision of saftey applications, e.g. airbag control systems is presented. In general, we should argue from a different perspective: we don’t want to show the latest and greatest Machine Learing (ML) results. The intention of the paper is to show how state of the art products use ML for safety critical applications. It is the goal to avoid the deployment of an airbag. Today, saftey applications depend on various detection algorithms and sensor systems. The challenge for these kind of decision problems depend on crucial constraints named decision time and sensor signals which are complicated to distinguish. The system has to decide whether to fire or not to fire an airbag within a few milliseconds. We use a (Multiclass) Support Vector Machine to account for an improved classification with the given constraints. Various multiclass classification methods are rated and the two methods One-Versus-Rest and One-Versus-One are benchmarked in terms of quantities as test error, training time, memory consumption and misclassified crashes. All methods are applied to real measurement data of car crashes for the type of full frontal crashes in various conditions. We will show that One-Versus-One performs best. The method is able to classify car crash situations and improve the detection possibility. This allows for active and passive occupant safety components in the automotive area.","PeriodicalId":375541,"journal":{"name":"2021 28th International Conference on Mixed Design of Integrated Circuits and System","volume":"1086 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133344026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Evaluation of NVIDIA Xavier NX Platform for Real-Time Image Processing for Fusion Diagnostics 用于融合诊断的实时图像处理NVIDIA Xavier NX平台的评估

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497542

B. Jabłoński, D. Makowski, P. Perek

{"title":"Evaluation of NVIDIA Xavier NX Platform for Real-Time Image Processing for Fusion Diagnostics","authors":"B. Jabłoński, D. Makowski, P. Perek","doi":"10.23919/MIXDES52406.2021.9497542","DOIUrl":"https://doi.org/10.23919/MIXDES52406.2021.9497542","url":null,"abstract":"Real-time image processing is the core component of image plasma diagnostics. Efficient algorithms enable machine protection, contributing to future steady-state operation in nuclear fusion devices. The paper evaluates the applicability of the newest low-power NVIDIA Jetson Xavier NX platform for fusion diagnostics. This embedded NVIDIA Tegra System-on-a-Chip (SoC) integrates a Graphics Processing Unit (GPU) and Central Processing Unit (CPU) on a single chip. General-Purpose computing on Graphics Processing Units (GPGPU) provides high parallelism that is advantageous in image-based calculations. The hardware differences in comparison to the previous NVIDIA Jetson TX2 based on Pascal architecture, including innovations introduced in the Volta architecture for NVIDIA Tegra, are signified. The evaluation is performed on the Wendelstein 7-X (W7-X) stellarator experimental data. Implemented algorithms detect and analyse thermal events in real-time utilising the embedded GPU. Investigated thermal events are strike-lines, overload hotspots, reflections and surface layers. Their detection allows the automated real-time risk evaluation incorporated in the feedback plasma control and interlock systems in the W7-X. The speedup resulting from the upgrade to the Xavier NX platform is presented in the paper, along with techniques pertaining to key hardware differences and programming aspects specific to the NVIDIA Tegra facilitating real-time computing on the low-power embedded device.","PeriodicalId":375541,"journal":{"name":"2021 28th International Conference on Mixed Design of Integrated Circuits and System","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134116497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Rail to Rail Comparator for SAR ADC in Biomedical Applications 生物医学应用中SAR ADC的轨对轨比较器

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497556

N. ALjehani, M. Abbas

引用次数: 0

Dedicated Multi-element Electronic System for Personalized Protective Thermally Active Clothing 个性化热活性防护服专用多元件电子系统

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497606

B. Pękosławski, P. Marciniak, L. Starzak, A. Stawinski, G. Bartkowiak

引用次数: 0

Study of Nanowire Characteristics of a Junctionless Transistor Depending on the Gate Length 无结晶体管纳米线特性随栅极长度的研究

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497541

R. Rusev, G. Angelov, I. Ruskova, E. Gieva, D. Nikolov, M. Spasova, M. Hristov, R. Radonov

引用次数: 0

Molecular Diffusion Simulation on ARUZ – Massively-parallel FPGA-based Machine 基于ARUZ -大规模并行fpga机的分子扩散模拟

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497622

R. Kiełbik, K. Hałagan, K. Rudnicki, P. Polanowski, G. Jablonski, Jarosław Jung

引用次数: 1

A Four-Phase Gain Control Method to Reduce the Ignited Current Spike of the Laser Diode Using in a Laser Headlight Power Supply Unit 一种减小激光二极管点燃电流尖峰的四相增益控制方法用于激光前照灯电源单元

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497609

Kai-Jun Pai

引用次数: 0

Modeling Passive Devices for CMOS RF Circuits CMOS射频电路无源器件建模

2021 28th International Conference on Mixed Design of Integrated Circuits and System Pub Date : 2021-06-24 DOI: 10.23919/MIXDES52406.2021.9497635

José Valdés, R. Torres‐Torres, R. Murphy

引用次数: 0