2021 International Conference on Microelectronics (ICM)最新文献

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Design Space Optimization with Machine Learning Library Pruning 基于机器学习库修剪的设计空间优化
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664951
Ang Boon Chong, Bima Sahbani, Ng Kok Aun, Ch'ng Pei Chun
{"title":"Design Space Optimization with Machine Learning Library Pruning","authors":"Ang Boon Chong, Bima Sahbani, Ng Kok Aun, Ch'ng Pei Chun","doi":"10.1109/ICM52667.2021.9664951","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664951","url":null,"abstract":"In recent years, machine learning is a hot topic for electronic design automation (EDA). The design industries are leveraging the power of machine learning to drive the predictability of the physical design and signoff. The current machine learning application in IC design mainly focus on yield modelling, lithography hotspot, noise modeling, process variation modelling, performance modelling for analogue circuit and implementation space exploration. This paper will share the idea of library auto-pruning with machine learning. The pruned library is feed as permuton to design space optimizer AI. The pruned library permuton provides additional 7% leakage saving and potentially 15% max frequency improvement.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123176392","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
MPPT for a Partially Shaded PV System Using Accelerated Particle Swarms 使用加速粒子群的部分遮阳光伏系统的MPPT
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664922
Mahmoud F. Mahmoud, Ahmed T. Mohamed, R. Swief, L. Said, A. Radwan
{"title":"MPPT for a Partially Shaded PV System Using Accelerated Particle Swarms","authors":"Mahmoud F. Mahmoud, Ahmed T. Mohamed, R. Swief, L. Said, A. Radwan","doi":"10.1109/ICM52667.2021.9664922","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664922","url":null,"abstract":"MPPT is developed to get the most power out from photovoltaic (PV) modules in various conditions, including changing weather and partial shading (PS). The partial shade of a PV system is a significant issue. PV systems’ power characteristics are so complicated under PS that there are a variety of MPPs. Traditional MPPT methods may become stuck in Local MPPs(LMPPs) instead of Global MPPs (GMPP). The GMPP can be tracked fast and correctly using accelerated particle swarm optimization (APSO). By comparing the employed algorithm to the traditional ones, simulation results validate the optimization performance.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122890190","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: 0
Adaptation of PAM4 Serial Link Transceiver Equalizers using Eye Diagram Monitoring 利用眼图监测自适应PAM4串行链路收发器均衡器
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664948
Hisham M. Mubarak, Mohsen F. Elkhweski, Yehia Hamdy Yehia, M. El-Kharashi, A. M. Zaki
{"title":"Adaptation of PAM4 Serial Link Transceiver Equalizers using Eye Diagram Monitoring","authors":"Hisham M. Mubarak, Mohsen F. Elkhweski, Yehia Hamdy Yehia, M. El-Kharashi, A. M. Zaki","doi":"10.1109/ICM52667.2021.9664948","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664948","url":null,"abstract":"This paper studies the possible gains from using a single adaptation algorithm in tuning multiple equalizers in a Pulse Amplitude Modulation 4-level (PAM4) serial link transceiver. A comparison with the typical approach of using an algorithm for tuning one of the many equalizers used in transceivers from the perspective of bit error rate (BER) is carried out. This work also presents a method of measuring the eye diagram using an Eye Diagram Monitor (EDM) to continuously feed a Figure of Merit (FOM) to the adaptation algorithm to update equalizers’ settings. A demonstration on deploying our algorithm in adapting three major building blocks of a typical PAM4 transceiver is presented, showing its effectiveness in comparison with adapting only one equalizer at receiver (Rx) side. Simulation results show improvement in eye diagram measures in terms of achieving an eye height of 326 mV and a width of 97 ps compared to 67 mV and 12 ps respectively in case of adapting only one equalizer in Rx.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130737530","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: 0
MATLAB/SIMULINK High Flow Medical CO2 Insufflator Model with PID-PQT & MPC-PQT Controllers 具有PID-PQT和MPC-PQT控制器的MATLAB/SIMULINK高流量医用CO2注入器模型
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664953
Kinana Rashwani, H. Wehbi, A. Kassem, Mouhammed Houssein Kbar, Mohamad Abou Ali, Saeed H. Bamashmos, Marcello Jack Saadeh, M. Hajj-Hassan, Ali Ali
{"title":"MATLAB/SIMULINK High Flow Medical CO2 Insufflator Model with PID-PQT & MPC-PQT Controllers","authors":"Kinana Rashwani, H. Wehbi, A. Kassem, Mouhammed Houssein Kbar, Mohamad Abou Ali, Saeed H. Bamashmos, Marcello Jack Saadeh, M. Hajj-Hassan, Ali Ali","doi":"10.1109/ICM52667.2021.9664953","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664953","url":null,"abstract":"High flow medical Carbon Dioxide (CO2) insufflator is an instrument utilized in a minimally invasive surgery (MIS) generating void within the abdominal cavity to equip surgeons with an explicit view of internal body parts. In our previous work, MATLAB/SIMULINK-Simscape medical CO2 insufflator model was promoted concerning parameters for abdominal cavity (pressure, flow, and temperature) controlled by a Proportional Integral Derivative (PID) controller, then by a Model Predictive Controller (MPC). This current work allows the simultaneous control of the three parameters in the same way with a twist of introducing a High Flow subsystem into the whole model in order to minimize the time needed to reach the set pressure by surgeon using high flow principle to promote the precision, accuracy, and the response time of the system. The results are promising due to the swift in response. In the future work, Artificial Intelligence (AI) and fast imaging processors are to be linked to such high flow insufflators leading to elimination of human error throughout a fully automated control system.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"378 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132135826","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
Design and Fabrication of Rad-hard Low Power CMOS Temperature Sensor for Space Applications at 180nm 180nm空间应用低功耗CMOS温度传感器的设计与制造
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664963
Ashu Yadav, A. Bulusu, Sudeb Dasgupta, Surinder Singh
{"title":"Design and Fabrication of Rad-hard Low Power CMOS Temperature Sensor for Space Applications at 180nm","authors":"Ashu Yadav, A. Bulusu, Sudeb Dasgupta, Surinder Singh","doi":"10.1109/ICM52667.2021.9664963","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664963","url":null,"abstract":"In this paper we presented a CMOS proportional to absolute temperature (PTAT) sensor using subthreshold MOS devices and output of PTAT is 1Vpp to match the dynamic range of next stage data acquisition systems. The circuit is first evaluated using SPICE with 0.18μm CMOS device parameters across a wide-temperature range from −40°C to 125°C. The fabricated device occupies a die area of 0.013mm2 (=170µm X 78µm) and consumes power less than 15µW with 3.3V power supply. Radiation effects characterization and analysis has been done on PTAT.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127983274","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: 0
Survey and Implementation of Programmable Gain Amplifiers 可编程增益放大器的研究与实现
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664904
Sara M. Mohamed, Alaa AbdAlrhman, A. Soltan, A. Madian
{"title":"Survey and Implementation of Programmable Gain Amplifiers","authors":"Sara M. Mohamed, Alaa AbdAlrhman, A. Soltan, A. Madian","doi":"10.1109/ICM52667.2021.9664904","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664904","url":null,"abstract":"Wearable devices have limitations in their power consumption. Due to that, the implementation of wearable devices circuits requires reducing the power consumption as much as possible. Most wearable device circuits require amplifiers to enlarge the input signals, especially from sensors modules. A survey is done to settle on the most appropriate PGAs for ECG applications. A low power consumption programmable gain amplifier is chosen to be implemented in an ECG sensor module using 130-nm CMOS technology to reduce the sensor’s power consumption. The chosen PGA for ECG sensor application requires power less than 165 nW.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132240197","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
Research on agile FPGA fault injection system* 敏捷FPGA故障注入系统研究*
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664913
Yaowei Zhang, Lei Chen, Shuo Wang, Jing Zhou, Chunsheng Tian, Hanxu Feng
{"title":"Research on agile FPGA fault injection system*","authors":"Yaowei Zhang, Lei Chen, Shuo Wang, Jing Zhou, Chunsheng Tian, Hanxu Feng","doi":"10.1109/ICM52667.2021.9664913","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664913","url":null,"abstract":"SRAM-based FPGA becomes more and more widely used in aerospace electronic equipment. However, it is susceptible to single event upset in the space radiation environment, leading to soft errors. To evaluate the SEU sensitivity and reliability of the circuit implemented on FPGA, it is necessary to research the SEU sensitivity evaluation tool. In this paper, an agile fault injection system is proposed to evaluate SEU sensitivity. Firstly, the architecture of fault injection is divided into the reusable module and the non-reusable module based on the relevance of user design. Then the non-reusable module is generated adaptively based on the extracted information related to user design. Finally, the fault injection system based on sensitive area is built automatically for user design. Experiments show that the agile fault injection method proposed can provide rapid fault injection system construction and SEU sensitivity evaluation. Our approach reduces the difficultly of applying fault injection, saves time dramatically to build the system manually, and achieves rapid and convenient evaluation of the circuits’ SEU sensitivity.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130547468","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: 0
High Accuracy Epileptic Seizure Detection System Based on Wearable Devices Using Support Vector Machine Classifier 基于可穿戴设备的支持向量机分类器高精度癫痫发作检测系统
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664898
Mohamed Fawzy, H. Mostafa
{"title":"High Accuracy Epileptic Seizure Detection System Based on Wearable Devices Using Support Vector Machine Classifier","authors":"Mohamed Fawzy, H. Mostafa","doi":"10.1109/ICM52667.2021.9664898","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664898","url":null,"abstract":"This paper aims to develop an efficient and reliable epileptic seizure detection system based on different wearable devices using support vector machine (SVM) classification. The proposed seizure detection system achieves Seizure detection results show that our algorithm achieving an average sensitivity of 100% and an average accuracy 97% with proposed different combining methods for the signals of wearable devices.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133145592","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
Design and Implementation of High-Performance Computing Unit for Internet of Things (IoT) Applications 面向物联网应用的高性能计算单元的设计与实现
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664933
Andrew Ashraf Nan, Mustafa Mohamed Shawky, Ahmed Mohamed Ahmed, Dina M. Ellaithy
{"title":"Design and Implementation of High-Performance Computing Unit for Internet of Things (IoT) Applications","authors":"Andrew Ashraf Nan, Mustafa Mohamed Shawky, Ahmed Mohamed Ahmed, Dina M. Ellaithy","doi":"10.1109/ICM52667.2021.9664933","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664933","url":null,"abstract":"Internet of Things (IoT) has become a considerable investigation scope in different domains such as health, transportation, smart homes, and smart cities having embedded system devices attached to wireless internet infrastructure. The explosive increase in the volume and diversity of these devices and their applications is inevitably bringing many challenges to the circuit and system design. The embedded computing unit is responsible for producing significant data through utilizing efficient approaches. Therefore to achieve this on real time process, low power consumption and high precision are a demand. Arithmetic units are an essential block that occupy a major portion of the resources and dissipate a great power for computing. Different types of binary adders and multipliers are designed, implemented at the structure level VHDL. Carry propagate adder (CPA), carry save adder (CSA), carry look-ahead adder (CLA), Array multiplier, Wallace multiplier, Modified-Wallace multiplier, and modified Booth radix4 multiplier are achieved in this paper. The proposed techniques are synthesized in a standard 90-nm CMOS process, 1.0 V supply voltage with the Synopsys Design Compiler, for 16-bit, 32-bit, and 64-bit input operands at 100 MHz operating frequency. The performance evaluation results for the proposed schemes are accomplished.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116525695","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
Cell Outage Compensation Using Q-learning for Self-Organizing Networks 基于q学习的自组织网络单元中断补偿
2021 International Conference on Microelectronics (ICM) Pub Date : 2021-12-19 DOI: 10.1109/ICM52667.2021.9664907
Salsabel Adel, K. Muhammed, Ahmed Y. Abdallah, M. Rida, A. Morsy, Gehad Nasser, Ahmed K. F. Khattab, A. Taha, Hany El-Akel
{"title":"Cell Outage Compensation Using Q-learning for Self-Organizing Networks","authors":"Salsabel Adel, K. Muhammed, Ahmed Y. Abdallah, M. Rida, A. Morsy, Gehad Nasser, Ahmed K. F. Khattab, A. Taha, Hany El-Akel","doi":"10.1109/ICM52667.2021.9664907","DOIUrl":"https://doi.org/10.1109/ICM52667.2021.9664907","url":null,"abstract":"In this paper, we introduce a Q-learning-based algorithm for Cell Outage Compensation (COC) in Self Organizing Networks (SONs). The algorithm compensates the coverage in the outage area by modifying the power and antenna tilt angle parameters of the neighboring cells. The proposed Q-learning algorithm adapts the reward via learning the consequences of the taken actions to compensate the coverage gap, which guarantees a fully autonomous and accurate COC as we do not assume the knowledge of the propagation model or other models of the environment. This contrasts with existing COC approaches which are inaccurate as they assume the knowledge of the mathematical models of the system and solve the COC problem given such mathematical models. Simulation results show a 92% accessibility of the proposed Q-learning algorithm compared to 81% accessibility of existing approaches that are based on modelling the environment.","PeriodicalId":212613,"journal":{"name":"2021 International Conference on Microelectronics (ICM)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128836246","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
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