Dr P R Deshmukh

@gcoea.ac.in

Electronics and Telecommunication Engineering
Government College of Engineering

Dr P R Deshmukh


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https://researchid.co/pr_deshmukh

RESEARCH, TEACHING, or OTHER INTERESTS

Electrical and Electronic Engineering, Computer Engineering, Computer Networks and Communications, Agricultural and Biological Sciences
34

Scopus Publications

1806

Scholar Citations

24

Scholar h-index

46

Scholar i10-index

Scopus Publications

  • Comparative Analysis of Different VANET Protocols and the Need for a Hybrid Protocol Using Satellite Communication and GPS Network
    Samrat Subodh Thorat, Dinesh Vitthalrao Rojatkar, Prashant R. Deshmukh
    Lecture Notes in Networks and Systems, 2026
  • Enhancing Cybersecurity and Threat Detection in Vehicular Ad-Hoc Networks (VANETs) using Blockchain and Fallback Policy
    Samrat Thorat, Dinesh Rojatkar, Prashant Deshmukh
    2024 2nd Dmiher International Conference on Artificial Intelligence in Healthcare Education and Industry Idicaiei 2024, 2024
    In the era of autonomous vehicles, Vehicular Ad-hoc networks (VANETs) are critical components of any Intelligent Transportation System (ITS). A Cyber security challenge makes VANETs vulnerable to various attacks, threats and challenges such as data manipulation, data tampering, denial-of-service attacks, privacy breaches and jamming of networks. This paper tries to explore the various cyber security challenges in VANETs and proposes an enhanced threat detection framework comprising deep-learning techniques and blockchain technology. The proposed framework aims to improve the detection accuracy of malicious activities and ensure secure communication among vehicles and infrastructure. Thus, saving lives and costs involved by a better fallback policy or contingency plan.
  • Comparison of Various Datasets Available for Faithfully Communication in VANET thus Restricting Intrusion in Ad Hoc Network
    15th International Conference on Advances in Computing Control and Telecommunication Technologies Act 2024, 2024
  • A Deep Learning Approach for Sustainable Ad Hoc Vehicular Network
    Samrat Subodh Thorat, Dinesh Vitthalrao Rojatkar, Prashant R. Deshmukh
    Lecture Notes in Networks and Systems, 2024
  • Development of Concurrent Architecture of Vedic Multiplier
    Prashant R. Deshmukh, Jitendra S. Edle
    Proceedings 2018 4th International Conference on Computing Communication Control and Automation Iccubea 2018, 2018
    Multiplication is greatly used arithmetic operation that figures prominently in different modern applications like Image Processing, Signal Processing, Industrial Wireless Sensor Network, cryptography and many other countless applications. The predominant approach used to design classic multiplication algorithm are Booth's Technique, Array Techniques Shift-Add Techniques and much more. The present approach discloses a new technique in which multiplier component is implemented using Ancient Vedic Mathematics. To optimize the computational overheads a novel data base analyzer is included with Built in Self Test block.
  • Task energy and real time system scheduling
    Girish S. Thakare, Prashant R. Deshmukh
    IEEE International Conference on Power Control Signals and Instrumentation Engineering Icpcsi 2017, 2018
    In this paper we discuss the real time system and its scheduling issues. We put focus on what is real time system? It's scheduling categories and criteria. The role of task energy in the scheduling algorithm and type of the energy recently demanded in the currently real time system, also several scheduling algorithm and their comparison. We present our energy driven scheduling algorithm and compare it with existing algorithm. The ambient energy taken in to the consideration here from sun light using solar. In terms of demonstration of scheduling algorithm we implement it for various metrics such as task energy, overhead and success rate.
  • Implementation of energy based EDF, EDF-slack and EEA scheduling algorithm
    Girish S. Thakare, Prashant R Deshmukh
    IEEE International Conference on Power Control Signals and Instrumentation Engineering Icpcsi 2017, 2018
    Energy constrained systems such as sensor networks can increase their usable lifetimes by extracting energy from their environment. This is known as energy harvesting. Task scheduling at the single nodes should account for the properties of the regenerative energy source which fluctuates, capacity of the energy storage as well as deadlines of the time critical tasks. In this paper, we address the problem of scheduling periodic, possibly self-suspending, real-time tasks. We provide schedulability tests for EDF, EDF-Slack and EEA and a feasibility test using model checking.
  • Factors Affecting the Performance of Real Time System
    Girish S Thakare, Prashant R Deshmukh
    2017 International Conference on Computing Communication Control and Automation Iccubea 2017, 2017
    Real-time system is very emerging field in the industry. Many intelligent, automatic products are design based on real time system. The performance of these kind of system is depends on several factors and one of them is scheduling of the real time system. Basically scheduling of the real time system depends on several parameters including deadline of task and the energy requirement for task execution. This paper deals with the different factors affecting the energy of real time system scheduling and also the effect of idle-time on the real time system.
  • Performance Analysis of Multifarious Programmable Gate Array Architecture for Vedic Multiplier
    Jitendra S. Edle, Prashant R. Deshmukh
    2017 International Conference on Computing Communication Control and Automation Iccubea 2017, 2017
    Momentous signal processing elements have been designed and developed using modern integration technologies. Higher frequency of data execution with lowest power utilization in highly optimized area are the primal antithetic expectancy of the modern applications from recent technology. In order to achieve such distinguished peculiarities, in many real-time processing applications, higher throughput arithmetic operations are important. Multiplication is historic arithmetic operations in such applications. With the revolutionary developments in the field of Programmable Architectures and Integration Technology, several FPGA devices are now a days available for prototyping. Through this creative writing, a detailed comparative study of the different Field Programmable Gate Arrays of Actel, Altera, Lattice, QuickLogic and Xilinx and have been conducted and presented the analytical outcome of the study, particularly for 32-bit Vedic Multiplier Architecture, implemented using concurrent Hardware Description Language. It is strongly essential to have cogent analysis of the FPGA performances which will be helpful to the numerous small and medium scale industry owners and first generation industrialists who are much inclined to stand in the market.
  • Application Specific Architecture of 32-Bit Vedic Multiplier
    Jitendra S. Edle, Prashant R. Deshmukh
    2017 International Conference on Computing Communication Control and Automation Iccubea 2017, 2017
    To cope up with the greatly challenging market needs and to meet faster time to market, forced the software industries to develop epic Simulation and Physical Verification and Implementation tools. Using the traditional integrated circuit design it is no more possible to achieve ambitions of optimized timing, area, power and gate count. However, Field Programmable Gate Array and Application Specific Integrated Circuit are the major breakthrough given by the recent technological revolution, by using which designer can go for hardware prototyping and product design in promising time. Application Specific Integrated Circuit (ASIC) is the Integrated Circuit designed for specific application. It is an Digital, Analog or Mixed Signal architecture designed specifically to meet the constraints set by the specific application. With ASIC, superior performance is promised even for highly complex and dense architecture. Through this literature, a detailed ASIC flow is disclosed considering the 32-bit Vedic Multiplier architecture, implemented using concurrent Hardware Description Language. Vedic Mathematics is the ancient indian computation techniques which proposes a different procedures for faster execution of mathematical statements. It's execution for different case studies are proved through different sutras (formulae) and up-sutras (sub-formulae).
  • EERTSS: An Energy Efficient Real-Time Task Scheduling Simulator
    Girish S Thakare, Prashant R Deshmukh
    2017 International Conference on Computing Communication Control and Automation Iccubea 2017, 2017
  • Adaptive Load Balancing in Parallel Computing
    P.A. Tijare, P.R. Deshmukh
    2017 International Conference on Computing Communication Control and Automation Iccubea 2017, 2017
  • Real time system scheduling with energy constraints
    Girish S. Thakare, Prashant R. Deshmukh
    International Conference on Automatic Control and Dynamic Optimization Techniques Icacdot 2016, 2017
  • VMFPGA: A dynamic approach for high speed computing
    Jitendra S. Edle, Prashant R. Deshmukh
    Proceedings 2nd International Conference on Computing Communication Control and Automation Iccubea 2016, 2017
  • Analysis of cyclotomic fast fourier transform by gate level delay method
    Priyanka Parida, Tejaswini P. Deshmukh, Prashant Deshmukh
    Communication and Power Engineering, 2017
  • Design of common subexpression elimination algorithm for cyclotomic fast fourier transform over GF (23)
    Tejaswini Deshmukh, Prashant Deshmukh, Pravin Dakhole
    Advances in Intelligent Systems and Computing, 2017
  • Region based human gait identification using SVM classifier
    P.B. Shelke, P.R. Deshmukh
    Proceedings 1st International Conference on Computing Communication Control and Automation Iccubea 2015, 2015
  • Design of cyclotomic Fast Fourier Transform architecture over Galois field for 15 point DFT
    Tejaswini P. Deshmukh, P.R. Deshmukh, P.K. Dakhole
    2015 International Conference on Industrial Instrumentation and Control Icic 2015, 2015
  • Active warden for TCP sequence number base covert channel
    Dhananjay M. Dakhane, Prashant R. Deshmukh
    2015 International Conference on Pervasive Computing Advance Communication Technology and Application for Society Icpc 2015, 2015
  • The implementation of IP ID Reference Model in Linux kernel
    Dhananjay M. Dakhane, Prashant R. Deshmukh
    2015 International Conference on Pervasive Computing Advance Communication Technology and Application for Society Icpc 2015, 2015
  • Reduced share size Audio Secret Sharing
    Sonali Patil, P. R. Deshmukh, Tejal Chavan, Priyanka Sangwan, Vinay Shastri, Akash Sunthwal
    2015 International Conference on Pervasive Computing Advance Communication Technology and Application for Society Icpc 2015, 2015
  • Gait based gender identification approach
    P.B. Shelke, P.R. Deshmukh
    International Conference on Advanced Computing and Communication Technologies Acct, 2015
  • Classification of students by using an incremental ensemble of classifiers
    Roshani Ade, P. R. Deshmukh
    Proceedings 2014 3rd International Conference on Reliability Infocom Technologies and Optimization Trends and Future Directions Icrito 2014, 2015
  • Efficient knowledge transformation for incremental learning and detection of new concept class in students classification system
    Roshani Ade, Prashant Deshmukh
    Advances in Intelligent Systems and Computing, 2015
  • Efficient knowledge transformation system using pair of classifiers for prediction of students career choice
    Roshani Ade, P.R. Deshmukh
    Procedia Computer Science, 2015
  • An incremental ensemble of classifiers as a technique for prediction of student's career choice
    Roshani Ade, P. R. Deshmukh
    1st International Conference on Networks and Soft Computing Icnsc 2014 Proceedings, 2014
  • The implementation of tcp sequence number reference model in linux kernel
    Dhananjay M. Dakhane, Prashant R. Deshmukh
    Proceedings 2014 6th International Conference on Computational Intelligence and Communication Networks Cicn 2014, 2014
  • Incremental learning in students classification system with efficient knowledge transformation
    Roshani Ade, P. R. Deshmukh
    Proceedings of 2014 3rd International Conference on Parallel Distributed and Grid Computing Pdgc 2014, 2014
  • Image secret sharing with identification of cheaters
    Sonali Patil, Prashant Deshmukh
    2014 International Conference on Advances in Engineering and Technology Research Icaetr 2014, 2014
  • Verifiable image secret sharing in matrix projection using watermarking
    Sonali Patil, Prashant Deshmukh
    2014 International Conference on Circuits Systems Communication and Information Technology Applications Cscita 2014, 2014
  • Energy balancing multiple sink optimal deployment in multi-hop Wireless Sensor Networks
    D. R. Dandekar, P. R. Deshmukh
    Proceedings of the 2013 3rd IEEE International Advance Computing Conference Iacc 2013, 2013
  • Fault-tolerant relay placement in wireless sensor networks using particle swarm optimization
    Deepak R. Dandekar, P. R. Deshmukh
    Advances in Intelligent and Soft Computing, 2012
  • Evaluation of fusion and denoising algorithm for multifocus images
    Proceedings of the World Congress on Engineering 2011 Wce 2011, 2011
  • A fuzzy expert system design for diagnosis of cancer
    Milindkumar V. Sarode, Prashant R. Deshmukh
    Proceedings of SPIE the International Society for Optical Engineering, 2010

RECENT SCHOLAR PUBLICATIONS

  • Cluster oriented image retrieval system
    M Bartere
    IJCA Proceedings on… , 2025
    2025
    Citations: 4
  • Comparative Analysis of Different VANET Protocols and the Need for a Hybrid Protocol Using Satellite Communication and GPS Network
    SS Thorat, DV Rojatkar, PR Deshmukh
    International Conference on Smart Trends for Information Technology and … , 2025
    2025
  • Detection of unknown attacks in VANET using a deep learning approach and IoT-based data set
    S Thorat, D Rojatkar, P Deshmukh
    Indian Soc. Tech. Educ 48, 20-28 , 2025
    2025
    Citations: 4
  • Artificial Intelligence Assistive Tool for Radiotherapy Plan Evaluation Based on Analysis of Integral Dose
    S Rajurkar, T Verma, MLB Bhatt, SP Mishra, P Deshmukh, D Sargar
    Journal of Radiation and Cancer Research 16 (1), 17-22 , 2025
    2025
    Citations: 2
  • Cheminformatics approaches to predict the bioactivity and to discover the pharmacophoric traits crucial to block NF-κB
    RD Jawarkar, SN Mali, RG Ingle, SA Al-Hussain, AA Al-Mutairi, ...
    Chemical Physics Impact 9, 100720 , 2024
    2024
    Citations: 2
  • Enhancing Cybersecurity and Threat Detection in Vehicular Ad-Hoc Networks (VANETs) using Blockchain and Fallback Policy
    S Thorat, D Rojatkar, P Deshmukh
    2024 2nd DMIHER International Conference on Artificial Intelligence in … , 2024
    2024
    Citations: 2
  • Electroless Deposition of Ni Nanoparticles on Boron Particles: Physicochemical and Oxidation Properties
    WG SHIN, P Deshmukh
    Electrochemical Society Meeting Abstracts 245, 3034-3034 , 2024
    2024
  • Comparison of Various Datasets Available for Faithfully Communication in VANET thus Restricting Intrusion in Ad Hoc Network.
    SS Thorat, DV Rojatkar, PR Deshmukh
    Grenze International Journal of Engineering & Technology (GIJET) 10 , 2024
    2024
    Citations: 3
  • A deep learning approach for sustainable ad hoc vehicular network
    SS Thorat, DV Rojatkar, PR Deshmukh
    International Conference on Smart Computing and Communication, 429-443 , 2024
    2024
    Citations: 8
  • Named Entity Recognition for Weather Domain in the Marathi Language
    T Tapadiya, S Patil, V Bairagi, PR Deshmukh
    2023 Third International Conference on Secure Cyber Computing and … , 2023
    2023
    Citations: 2
  • Ignition study of facile spray drying prepared microspheres of nickel coated boron nanoparticles using a shock tube
    H Lee, JH Kim, PR Deshmukh, HS Hyun, Y Sohn, WG Shin
    Journal of Alloys and Compounds 910, 164678 , 2022
    2022
    Citations: 17
  • Ignition performance of TiO2 coated boron particles using a shock tube
    PR Deshmukh, Y Kim, WG Shin
    Ceramics International 48 (5), 6166-6176 , 2022
    2022
    Citations: 28
  • Ignition and oxidation performance of SnO2 coated boron particles: A solid fuel for energetic applications
    PR Deshmukh, H Lee, Y Kim, WG Shin
    Journal of Alloys and Compounds 886, 161123 , 2021
    2021
    Citations: 28
  • Strategically tuned ultrathin nickel phosphate nanosheet thin-film electrode as cathode for high-power hybrid supercapacitor device
    SJ Marje, PR Deshmukh, JL Gunjakar, CD Lokhande, UM Patil
    Energy & Fuels 35 (17), 14110-14121 , 2021
    2021
    Citations: 22
  • Enhanced photoelectrochemical performance of vertically aligned ZnO nanowires
    Y Kim, PR Deshmukh, WG Shin
    Materials Letters 297, 129871 , 2021
    2021
    Citations: 12
  • Cyclotomic fast Fourier transform with reduced additive complexity
    T Panse, P Deshmukh, M Kalbande, Y Gaidhani
    International Conference on Intelligent Systems Design and Applications, 840-852 , 2020
    2020
    Citations: 2
  • Room temperature electroless Ni-coating on boron particles: physicochemical and oxidation-resistance properties
    PR Deshmukh, Y Sohn, WG Shin
    Journal of Industrial and Engineering Chemistry 91, 252-262 , 2020
    2020
    Citations: 31
  • Ignition of nickel coated aluminum agglomerates using shock tube
    H Lee, JH Kim, S Kang, PR Deshmukh, Y Sohn, HS Hyun, WG Shin
    Combustion and Flame 221, 160-169 , 2020
    2020
    Citations: 28
  • Electroless deposition of Ni nanoparticles on micron-sized boron carbide particles: Physicochemical and oxidation properties
    PR Deshmukh, HS Hyun, Y Sohn, WG Shin
    Korean Journal of Chemical Engineering 37 (3), 546-555 , 2020
    2020
    Citations: 7
  • TNM cancer stage detection from unstructured pathology reports of breast cancer patients
    PR Deshmukh, R Phalnikar
    Proceeding of International Conference on Computational Science and … , 2020
    2020
    Citations: 14

MOST CITED SCHOLAR PUBLICATIONS

  • Methods for incremental learning: a survey
    RR Ade, PR Deshmukh
    International Journal of Data Mining & Knowledge Management Process 3 (4), 119 , 2013
    2013
    Citations: 128
  • Infected leaf analysis and comparison by Otsu threshold and k-means clustering
    MR Badnakhe, PR Deshmukh
    International Journal of Advanced Research in Computer Science and Software … , 2012
    2012
    Citations: 126
  • Reduction of speckle noise and image enhancement of images using filtering technique
    MV Sarode, PR Deshmukh
    International Journal of Advancements in Technology 2 (1), 30-38 , 2011
    2011
    Citations: 125
  • An application of K-means clustering and artificial intelligence in pattern recognition for crop diseases
    MR Badnakhe, PR Deshmukh
    International conference on advancements in information technology 20, 134-138 , 2011
    2011
    Citations: 119
  • Comparison of effectiveness of AODV, DSDV and DSR Routing Protocols in Mobile Ad hoc Networks
    SS Kaushik, PR Deshmukh
    International Journal of Information Technology and Knowledge Management 2 … , 2009
    2009
    Citations: 88
  • Energy balancing multiple sink optimal deployment in multi-hop wireless sensor networks
    DR Dandekar, PR Deshmukh
    2013 3rd IEEE International Advance Computing Conference (IACC), 408-412 , 2013
    2013
    Citations: 83
  • Detection of attacks in an intrusion detection system
    SS Kaushik, PR Deshmukh
    International Journal of Computer Science and Information Technologies … , 2011
    2011
    Citations: 53
  • Keyframe based video summarization using automatic threshold & edge matching rate
    MST Dhagdi, PR Deshmukh
    International Journal of Scientific and Research Publications 2 (7), 1-12 , 2012
    2012
    Citations: 47
  • Relay node placement for multi-path connectivity in heterogeneous wireless sensor networks
    DR Dandekar, PR Deshmukh
    Procedia Technology 4, 732-736 , 2012
    2012
    Citations: 45
  • An incremental ensemble of classifiers as a technique for prediction of student's career choice
    R Ade, PR Deshmukh
    2014 First International Conference on Networks & Soft Computing (ICNSC2014 … , 2014
    2014
    Citations: 39
  • Fuzzy system for color image enhancement
    MV Sarode, SA Ladhake, PR Deshmukh
    World Academy of Science, Engineering and Technology 48, 311-316 , 2008
    2008
    Citations: 36
  • Chemically synthesized 3D nanostructured polypyrrole electrode for high performance supercapacitor applications
    AB Bhalerao, RN Bulakhe, PR Deshmukh, JJ Shim, KN Nandurkar, ...
    Journal of Materials Science: Materials in Electronics 29 (18), 15699-15707 , 2018
    2018
    Citations: 34
  • Room temperature electroless Ni-coating on boron particles: physicochemical and oxidation-resistance properties
    PR Deshmukh, Y Sohn, WG Shin
    Journal of Industrial and Engineering Chemistry 91, 252-262 , 2020
    2020
    Citations: 31
  • An explication of multifarious secret sharing schemes
    S Patil, P Deshmukh
    International Journal of Computer Applications 46 (19), 6-10 , 2012
    2012
    Citations: 31
  • Active warden for TCP sequence number base covert channel
    DM Dakhane, PR Deshmukh
    2015 International Conference on Pervasive Computing (ICPC), 1-5 , 2015
    2015
    Citations: 30
  • Feature selection based classification using naive Bayes, J48 and support vector machine
    D Bhosale, R Ade, P R Deshmukh
    International Journal of Computer Applications 99 (16), 14-18 , 2014
    2014
    Citations: 30
  • Ignition performance of TiO2 coated boron particles using a shock tube
    PR Deshmukh, Y Kim, WG Shin
    Ceramics International 48 (5), 6166-6176 , 2022
    2022
    Citations: 28
  • Ignition and oxidation performance of SnO2 coated boron particles: A solid fuel for energetic applications
    PR Deshmukh, H Lee, Y Kim, WG Shin
    Journal of Alloys and Compounds 886, 161123 , 2021
    2021
    Citations: 28
  • Ignition of nickel coated aluminum agglomerates using shock tube
    H Lee, JH Kim, S Kang, PR Deshmukh, Y Sohn, HS Hyun, WG Shin
    Combustion and Flame 221, 160-169 , 2020
    2020
    Citations: 28
  • Electrochemical properties of chemically synthesized SnO 2 -RuO 2 mixed films
    SN Pusawale, PR Deshmukh, PS Jadhav, CD Lokhande
    Materials for Renewable and Sustainable Energy 8 (1), 1 , 2019
    2019
    Citations: 27