USHA JADHAV

@dypcoeakurdi.ac.in

Assistant Professor in E&TC department
D Y Patil College of Engineering, Akurdi, Pune

USHA JADHAV


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https://researchid.co/usha_jadhav

RESEARCH INTERESTS

Artificial Intelligence, VLSI and Embedded System
6

Scopus Publications

16

Scholar Citations

2

Scholar h-index

Scopus Publications

  • Assessment of Multicore Processor Soft Error Reliability Using BBRO-DNN and SSF-FIS Models
    Usha Jadhav, P. Malathi
    Concurrency and Computation Practice and Experience, 2026
    The development of virtual platform frameworks has made it possible to perform early soft error analysis of more realistic multicore systems, that is, real software stacks and state‐of‐the‐art ISAs. Because of the underlying frameworks' strong observability and simulation performance, more error/failure related data may be generated and collected in a reasonable amount of time even with complicated software stack setups. Parameters (i.e., features) that do not directly connect to the system soft error analysis must be filtered away when working with sizable failure‐related data sets that come from several fault campaigns. In this regard, the paper proposes an assessment of multicore processor soft error reliability using BBRO‐DNN and SSF‐FIS models. At first, source code is converted into the executable code using LLVM compiler and applied over the Gem 5 virtual platform. Then, faults are injected into the fault injection module of the virtual platform. Profiling module analysis the faults and the reaction of the system and submits the report. The fault report is given into the proposed BBRO‐DNN model for classifying the fault type. Finally, the system's reliability is evaluated using classified fault type. Experimental results are done by comparing the proposed and existing models to show the superiority of the developed model.
  • Multicore soft error reliability assessment and evaluation of Compiler optimization flag Effects on ARMv7 and ARMv8
    Usha Jadhav, P. Malathi, Luciano Ost, Rafael Garibotti, Jonas Gava
    2023 IEEE 20th India Council International Conference Indicon 2023, 2023
    With the fast technological advancement in submicron devices, today’s communication systems are more demanding for use of ARM based devices in safety critical systems. Cosmic rays penetrate and can change the data values of register, memory cells causing soft errors. Multi core and Commercial off the shelf architectures are more susceptible to soft errors and changes the order of execution of statements in program. So, reliability is a major concern in such resource constrained environments. This paper inspects, the use of the compiler optimization flag improves the soft error tolerance of programs running on ARM Cortex-M4F and ARM Cortex-A72 processors using virtual platform. The experimental results from 1K fault injections depicts that -Os level improves the soft error resilience of the applications compared to the -O0 level. Also, compared to a single core, dual cores have higher operating system thread management routines, which results in more OMMs and fewer Vanishes.
  • Implementation of energy efficient homogenous MPSOC display device trained using NN in FPGA
    Masroor Khan, Usha Jadhav
    Proceedings 2019 5th International Conference on Computing Communication Control and Automation Iccubea 2019, 2019
    Artificial neural networks (ANN) are computational models which work similar to human nervous system. Back propagation is one of the method of ANN within Convolutional Neural Network (CNN) that means "the backward propagation of errors", since an error is computed at the output and distributed backwards throughout the layers. The approach shown trains display devices LED to neural network in FPGA. The Multi Core System On Chip (MPSOC) include multiple microprocessor used in platforms that contain multiple processing elements with specific functionality reflecting the need of the expected application domain, a memory hierarchy and I/O components. The study proposed to minimize the power consumption while meeting the performance needs of the back propagation neural network in MPSOC using display device initially on Single Processor System on Chip (SPSOC) and comparing it to that of energy efficiency of devices over homogenous MPSOC.
  • Duty-Cycle Measurement and Correction Technique in 90-nm CMOS
    Lalita M. Landge, Usha A. Jadhav
    Proceedings 2018 4th International Conference on Computing Communication Control and Automation Iccubea 2018, 2018
    A concept of pulsewidth modification is used to vary the duty cycle. Analog technique with feedback loop is applied to correct the duty cycle of any circuit without using more power. This technique works at the frequencies where most of the digital techniques does not work. Additional noise and degradation in sensitivity in a receiver rises due to non 50% duty cycle and even order harmonics which is eliminated. Pulsewidth modification cell is used for expansion and contraction of pulsewidth. Push pull inverter is used as an amplifier to amplify and bias the analog valtage.
  • Design of a multiplier with Adaptive Hold Logic (AHL) circuit to reduce aging effects
    Vaishali S. Chirde, Usha Jadhav
    IEEE International Conference on Computer Communication and Control Ic4 2015, 2016
    In VLSI, transistor scaling plays an important role in reducing the power dissipation and increasing speed from one technology node to another technology node. But transistors are scaled further in size then it will lead to number of limitations like short channel effect, sub-threshold condition, body effect, aging effects etc. Negative Bias Temperature Instability (NBTI) is increase in threshold voltage (Vth) when pMOS transistors are under negative bias (Vgs=-Vdd). This effect reduces the speed of the circuit. In this paper, a design of a multiplier with Adaptive Hold Logic (AHL) circuit is proposed to reduce Aging Effects. The Adaptive Hold Logic (AHL) circuit is used to indicate the aging effects of transistor. The circuit is designed in Tanner EDA (Electronic Design and Automation) 13.0 tool with 22-nm technology node.
  • Design of a multiplier with Adaptive Hold Logic (AHL) circuit to reduce aging effects
    Adewole Adewumi, Victor Odunjo, Sanjay Misra
    2015 International Conference on Computing Communication and Security Icccs 2015, 2016
    Transportation is an issue of concern in big cities of many developing countries today. Due to the large population in these cities, there is constant traffic congestion and pollution. As a result taxi services are common. In Nigeria, companies offering these services have discovered that they can better serve the large population by providing their services through the mobile platform. Given the wide spread adoption of smart phones in these regions, we designed, developed and deployed an Android-based application for one of the taxi service company called Red Cab. The application makes it easier for Red Cab to cater for its current customers and also reach out to newer ones.

RECENT SCHOLAR PUBLICATIONS

  • Soft Error Analysis and Comparison of Micro Architectural Vs Neutron Beam Experiment Performance of Deep Learning Model Running on Multicore Processor
    PM Usha Jadhav
    2025 International Conference on Electronics and Computing, Communication … , 2026
    2026
  • Assessment of Multicore Processor Soft Error Reliability Using BBRO-DNN and SSF-FIS Models
    PM Usha Jadhav
    Concurrency and Computation: Practice and Experience 38 (1), 1 to 32 , 2026
    2026
  • Exercise Pose Correction Using Machine Learning
    UJ Mankar Zaid
    International Conference on CyberTech and Smart Systems (ICCSS 2025) 1 (1), 1-6 , 2025
    2025
  • Abstract Summarization of Product Reviews using Machine Learning Based on Sentiment Analysis
    PM Prathamesh Mhetre, Amey Swami, Prajwal Thangan, Usha Jadhav
    International Journal of Innovative Research in Science, Engineering and … , 2024
    2024
  • Abstract Summarization of Product Reviews using Machine Learning Based on Sentiment Analysis
    PM Prathamesh Mhetre, Amey Swami, Prajwal Thangan, Usha Jadhav
    International Journal of Innovative Research in Science, Engineering and … , 2024
    2024
  • Multicore soft error reliability assessment and evaluation of Compiler optimization flag Effects on ARMv7 and ARMv8
    JG Usha Jadhav, P. Malathi, Luciano Ost, Rafael Garibotti
    2023 IEEE 20th India Council International Conference (INDICON) 20 (4), 555 , 2023
    2023
  • Power Management of Four Point Solar Tracking For Electric Vehicles with Energy Storage System
    AS Abhijit Hilal Shinde, Usha Jadhav
    ICMIAR-2023 4, 43 , 2023
    2023
  • Blockchain Based Secure IoT network for Industrial Control System
    UJ Gazi khan Pathan, Dr D G Khairnar
    International Journal of Innovative Research in Science, Engineering and … , 2021
    2021
  • LabVIEW Application to Characteristize Low Cost Solar Cell based on Solution Processed Quantum Dots and Nanocrystals
    JU Khokle Apurva
    International Journal of Engineering Research and Technology 9 (10), 529 , 2020
    2020
  • Chatbot using Sentiment Analysis
    JU Omkar Shirke
    INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY 14 (2), 1 , 2020
    2020
  • Adaptive Headlamp and Side Mirror using Linear Regression based on Raspberry Pi3
    UJ Rahul Ektapure
    INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY 14 (2), 1-5 , 2020
    2020
    Citations: 1
  • RELIABLE FAULT TOLERANT MULTI-CORE SYSTEM: A SURVEY
    DPM Usha Jadhav
    International Journal of Future Generation Communication and Networking 13 … , 2020
    2020
  • Implementation of energy efficient homogenous MPSOC display device trained using NN in FPGA
    M Khan, U Jadhav
    2019 5th International Conference On Computing, Communication, Control And … , 2019
    2019
  • Implementation of energy efficient homogenous MPSOC display device trained using NN in FPGA
    UJ Masroor Khan
    5th International Conference On Computing, Communication, Control And … , 2019
    2019
  • Interactive Smart Mirror for Personal Information Management
    UJ Priti Deo
    Journal of Electronic Design Technology 10 (2), 16-21 , 2019
    2019
  • ICT based Inclusive Flipped Classroom to Better Integrate Interdisciplinary Research
    KB Usha Jadhav
    RESEARCH REVIEW International Journal of Multidisciplinary 4 (01), 453-454 , 2019
    2019
  • Duty-Cycle Measurement and Correction Technique in 90-nm CMOS
    LM Landge, UA Jadhav
    2018 Fourth International Conference on Computing Communication Control and … , 2018
    2018
  • Implementation of reusable FM0/Manchester encoding using SOLS technique for DSRC application.
    MMK Harshada Malage 1 , Usha Jadhav 2
    International Journal of Pure and Applied Mathematics 118 (24), 11 , 2018
    2018
  • Power Optimized Transmitter for Future Switched Network
    PUJ Omkar C. Mane
    IRJET 4 (09), 569-575 , 2017
    2017
  • Implementation of Fault Tolerant Embedded Signature Analyzer
    UJ Amol Gulab Patil
    IJERECE 4 (8), 37-40 , 2017
    2017

MOST CITED SCHOLAR PUBLICATIONS

  • A high throughput AMBA AHB protocol
    UA Jadhav, MM Jadhav
    International Journal of Engineering Science and Technology 2 (5), 1233-1241 , 2010
    2010
    Citations: 6
  • Sobel edge detection implementation using FPGA
    P Jadhav, U Jadhav
    Int J Sci Res 4 (7), 439-442 , 2015
    2015
    Citations: 3
  • Design and Implementation of FIR Filter Structure using High Adders and Wallace Tree Multiplier
    KPS Usha Jadhav
    IJAREEIE 6 (6), 4590-4596 , 2017
    2017
    Citations: 2
  • Design and Implementation of Improved FIR Filter using Wallace Tree Multiplier
    UJ K. Priyanka Sahu
    IJIRCCE 5 (5), 10367-10371 , 2017
    2017
    Citations: 2
  • Adaptive Headlamp and Side Mirror using Linear Regression based on Raspberry Pi3
    UJ Rahul Ektapure
    INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY 14 (2), 1-5 , 2020
    2020
    Citations: 1
  • Design of a multiplier with Adaptive Hold Logic (AHL) circuit to reduce aging effects
    VS Chirde, U Jadhav
    2015 International Conference on Computer, Communication and Control (IC4), 1-5 , 2015
    2015
    Citations: 1
  • Lane departure warning system
    P Jadhav, U Jadhav
    Int. J. Computer Applications 975, 8887 , 2015
    2015
    Citations: 1
  • Soft Error Analysis and Comparison of Micro Architectural Vs Neutron Beam Experiment Performance of Deep Learning Model Running on Multicore Processor
    PM Usha Jadhav
    2025 International Conference on Electronics and Computing, Communication … , 2026
    2026
  • Assessment of Multicore Processor Soft Error Reliability Using BBRO-DNN and SSF-FIS Models
    PM Usha Jadhav
    Concurrency and Computation: Practice and Experience 38 (1), 1 to 32 , 2026
    2026
  • Exercise Pose Correction Using Machine Learning
    UJ Mankar Zaid
    International Conference on CyberTech and Smart Systems (ICCSS 2025) 1 (1), 1-6 , 2025
    2025
  • Abstract Summarization of Product Reviews using Machine Learning Based on Sentiment Analysis
    PM Prathamesh Mhetre, Amey Swami, Prajwal Thangan, Usha Jadhav
    International Journal of Innovative Research in Science, Engineering and … , 2024
    2024
  • Abstract Summarization of Product Reviews using Machine Learning Based on Sentiment Analysis
    PM Prathamesh Mhetre, Amey Swami, Prajwal Thangan, Usha Jadhav
    International Journal of Innovative Research in Science, Engineering and … , 2024
    2024
  • Multicore soft error reliability assessment and evaluation of Compiler optimization flag Effects on ARMv7 and ARMv8
    JG Usha Jadhav, P. Malathi, Luciano Ost, Rafael Garibotti
    2023 IEEE 20th India Council International Conference (INDICON) 20 (4), 555 , 2023
    2023
  • Power Management of Four Point Solar Tracking For Electric Vehicles with Energy Storage System
    AS Abhijit Hilal Shinde, Usha Jadhav
    ICMIAR-2023 4, 43 , 2023
    2023
  • Blockchain Based Secure IoT network for Industrial Control System
    UJ Gazi khan Pathan, Dr D G Khairnar
    International Journal of Innovative Research in Science, Engineering and … , 2021
    2021
  • LabVIEW Application to Characteristize Low Cost Solar Cell based on Solution Processed Quantum Dots and Nanocrystals
    JU Khokle Apurva
    International Journal of Engineering Research and Technology 9 (10), 529 , 2020
    2020
  • Chatbot using Sentiment Analysis
    JU Omkar Shirke
    INTERNATIONAL JOURNAL FOR RESEARCH & DEVELOPMENT IN TECHNOLOGY 14 (2), 1 , 2020
    2020
  • RELIABLE FAULT TOLERANT MULTI-CORE SYSTEM: A SURVEY
    DPM Usha Jadhav
    International Journal of Future Generation Communication and Networking 13 … , 2020
    2020
  • Implementation of energy efficient homogenous MPSOC display device trained using NN in FPGA
    M Khan, U Jadhav
    2019 5th International Conference On Computing, Communication, Control And … , 2019
    2019
  • Implementation of energy efficient homogenous MPSOC display device trained using NN in FPGA
    UJ Masroor Khan
    5th International Conference On Computing, Communication, Control And … , 2019
    2019