Prediction of Electric Vehicle Price in India using Simple Linear Regression Joshua Daniel Raj, J. Samson Immanuel, P. Karthik, M. Jayanthi SAE Technical Papers, 2024 <div class="section abstract"><div class="htmlview paragraph">The demand for electric vehicles (EVs) has been steadily increasing in recent years, led by the factors like environmental concerns, government incentives, and improvements in EV technology. The EV’s growth is expected to increase in the coming years as EVs become more affordable and more models become available on the market. Predicting the price of electric vehicles provides valuable insights on the EV market and inform a range of business, consumer, financial, and policy decisions. Predicting the price of electric vehicles using simple linear regression involves building a linear regression model with a single independent variable usually the vehicle’s characteristics or features to predict the dependent variable the price.This work has predicted the price of Electric Vehicle using a data set prepared for the Indian context. It has been predicted that there is significant correlation between battery capacity in Ah and the vehicle price. The measured RMSE value is 26274.942642891292. The measured value indicates that the model is better at predicting the price of an electrical vehicle.</div></div>
Explosive Metal Detection Using Sensors and Microcontroller R. Mohan Das, J. Joshua Daniel Raj, Anitha Nair. A.S, Mohan. B.S, J. Samson Immanuel, K. Ezhilarasan 2nd International Conference on Sustainable Computing and Smart Systems Icscss 2024 Proceedings, 2024 This research study presents the design and implementation of a Metal Detector Robot equipped with a bomb detection capability, utilizing various technologies including the Arduino development board, GSM , GPS, driver circuits, an alarm system, motors, and a metal detector. The primary objective of this project is to create a robot capable of detecting and neutralizing explosive devices, enhancing security and operational safety, particularly in military applications. The Metal Detector Robot leverages an Android-based smartphone to scan spaces for metal objects, including landmines, thus mitigating the risks associated with manual detection methods. The robot system incorporates a metal detector that employs coil induction to identify metal presence, displaying detection rates on an LCD interface. Controlled by an Arduino UNO, the robot is powered by a DC motor and emits both an audible buzzer and visual display on the LCD screen upon metal detection. Testing results indicate that the robot can be effectively controlled via an Android smartphone, ensuring efficient and precise metal detection in designated areas. This innovative approach significantly enhances security measures by providing a reliable tool for bomb detection and neutralization, reducing the potential for harm or fatalities associated with traditional landmine sweeping methods.
IoT Based Localization and Tracking by Using MIMO Antenna Technology P Prakash., G Manoj., Samson Immanuel.J Icspc 2023 4th International Conference on Signal Processing and Communication, 2023 Multiple aspects of our life could benefit from the IoT. A component of the “connected house” is the Internet of Things (IoT). All the programs below are the ones that need to be localized in some form. When applied to the first, IoT allows for the accurate localization of anything, even living creatures and humans. The second component tracks mobile targets such as toddlers and the elderly. When it comes to home safety and surveillance, smart homes offer features like geolocation and monitoring. A localization system is able to track almost anywhere or anything by combining information from multiple sources, such as wired and wireless networks. As time goes on, the Internet of Things (IoT) becomes increasingly important and influences our daily lives in tangible ways. There is growing interest in the field of navigation IoT-based systems due to their widespread use in context-aware and localizationaware applications such as tracking, healthcare, and security. This subject has received a lot of attention as sensor technology and computational capacities improve. This study presents a brief overview of the localization techniques used by Internet of Things-based indoor navigation systems at present.
Audio Compression using a Modified Vector Quantization algorithm for Mastering Applications Shajin Prince, Bini D, A Alfred Kirubaraj, J Samson Immanuel, Surya M International Journal of Electronics and Telecommunications, 2023 — Audio data compression is used to reduce the transmission bandwidth and storage requirements of audio data. It is the second stage in the audio mastering process with audio equalization being the first stage. Compression algorithms such as BSAC, MP3 and AAC are used as standards in this paper. The challenge faced in audio compression is compressing the signal at low bit rates. The previous algorithms which work well at low bit rates cannot be dominant at higher bit rates and vice-versa. This paper proposes an altered form of vector quantization algorithm which produces a scalable bit stream which has a number of fine layers of audio fidelity. This modified form of the vector quantization algorithm is used to generate a perceptually audio coder which is scalable and uses the quantization and encoding stages which are responsible for the psychoacoustic and arithmetical terminations that are actually detached as practically all the data detached during the prediction phases at the encoder side is supplemented towards the audio signal at decoder stage. Therefore, clearly the quantization phase which is modified to produce a bit stream which is scalable. This modified algorithm works well at both lower and higher bit rates. Subjective evaluations were done by audio professionals using the MUSHRA test and the mean normalized scores at various bit rates was noted and compared with the previous algorithms.
Design and Analysis of Frequency Synthesizer for Implantable Cardioverter Defibrillator (ICD) in 90 NM Technology Shaik Babafakruddin, G Manoj, J Samson Immanuel, D. S. Shylu Sam, R Durai Balaji, V Shriashwinraja E G Icspc 2023 4th International Conference on Signal Processing and Communication, 2023 This article briefs on a low power 450 MHz a PLL-based frequency synthesizer for implantable medical devices (IMD). The technological devices inserted into human bodies to monitor and conduct medical diagnosis. Regular monitoring of normal functionality of the bodily physiological signals, such as hypertension, temperature, electrocardiograms, etc., is necessary for medical diagnoses. The charge pump circuit’s current mismatching problem is resolved and the frequency synthesizer’s power consumption is reduced by using a voltage-controlled LC oscillator with current reuse (CRVCO) and the cascaded gm boosting approach. At an output frequency of 450 MHz, the designed frequency synthesizer uses 0.223 mW of power. According to the test results, a 1. 2V supply voltage (VDD) corresponds to 0.45 mW/GHz is the Figure-of-merit (FOM)power.
Design of Low Power Pass Transistor Logic Based Adders for Multiplier in 90nm CMOS Process Durai Balaji R, D.S. Shylu Sam, Manoj G, D. Jayanthi, Samson Immanuel J, Shaik Babafakruddin, Shriashwinraja E G V Icspc 2023 4th International Conference on Signal Processing and Communication, 2023 The goal of this work is to design a half adder circuit for a multiplier with the considerations of low power dissipation and area reduction under the supply voltage of 1V. The novelty that is presented in this paper is the implementation of Pass Transistor Logic (PTL) technique to enhance the performance of adder logic. In comparison to previous studies, there has been a drastic reduction of transistors in terms of area, delay, and power. The proposed work reduces the power dissipation of the array multiplier. According to simulation results, the suggested design dissipates 1.105 $\\mu$W of power and 2.09 ns of delay for 10 transistors in half adder logic and 1.094 $\\mu$W of power and 2.14 ns of delay for 1S transistors in full adder logic. The proposed logic is designed and simulated in a 90 nm CMOS process.
8 Bit SAR Low Power Data Converter Design in 90nm Technology for Low Frequency Signal Acquisition E G V Shriashwinraja, J Samson Immanuel, G Manoj, K Aneesh, D S Shylu, Shaik Babafakruddin, R Durai Balaji Icspc 2023 4th International Conference on Signal Processing and Communication, 2023 Data convertors are essential in any digital processing system. It is instrumental in acquiring sensor data in a meaningful way. For minimal power uses, an 8 bit Successive Approximation ADC is proposed in this work. It consumes 4. 55uW of power at a supply voltage of 0. S5V. The structure is realized using 90nm CMOS technology using cadence virtuoso. Low power consumption is attained by using SAR logic using d-flip flop and binary weighted capacitive DAC switching. A clock frequency of 2. 5M Hz and the sampling frequency of 20K Hz are being used for simulation purpose.
MIMO Antenna System for IoT Applications (5G) P Prakash, G Manoj, J Samsonimmanuel Icdcs 2022 2022 6th International Conference on Devices Circuits and Systems, 2022 Multiple Input Multiple Output MIMO, which may be utilized in 5G and IoT networks, is a type of multiple output antenna (IoT). The antenna’s four spatial orthogonal antenna elements are powered by a total of four coaxial cables, two of which are in one plane and the other two in the other. Inverted L-monopoles and grounded stubs are used to build all of the antennas. L-monopoles have a wide range of resonance frequencies that may be tuned to suit the application. Additional resonant frequency modes can be generated by using long grounded stubs. It is possible to use the adjustable 2-element folding meandered MIMO antenna in the 2.4 GHz and 5.8 GHz long-term evolution (LTE) as well as radio frequency identification (RFID) bands (687 MHz-813 MHz). MIMO antennas in the 754 MHz - 971 MHz, 1.65 GHz-1.83GHz, 2GHz3.66GHz and 5.1GHz-5.6Ghz bands are supported by the extra two-element small antennas. It is used in the cognitive radio (CR) environment as a ground plane for MIMO elements in the frequency ranges of 0.668 GHz to 1.94 GHz and 3 GHz to 4.6 GHZ to perform spectrum sensing. 65mm x 120mm x 1.56mm of low-cost FR-4 are used to construct the antenna. In full-wave simulations, the antenna’s radiation characteristics match those anticipated in the simulation. MIMO antennas’ 3D radiation pattern-based envelope correlation coefficient (ECC) was found to be less than half of the projected value. The suggested MIMO antenna’s low profile, compact size, light weight, and ease of integration with wireless communication equipment may be advantageous to IoT systems and modules.
Design of BIST(Built-In-Self-Test)embedded master-slave communication using SPI protocol Bitty Jose, J. Samson Immanuel 2021 3rd International Conference on Signal Processing and Communication Icpsc 2021, 2021 The Serial-Peripheral Interface(SPI) Protocol also called as synchronous serial interface specification is used for communication between single master and single/multiple slaves. With the increase in number of slaves causing high complexity of circuit creates a demand in self testability feature for SPI module in order to test for fault free circuits. Built-In-Self-Test(BIST) is the answer for self-test in circuits as well as it helps in reduction of maintenance and testing cost. Design of BIST embedded SPI module with Single Master and Single Slave configuration has been introduced in this paper, here 8-bit data is transferred across the module ,where the circuit under test(CUT) is being self-tested with BIST feature for it’s correctness. This SPI module is designed using Verilog Hardware Description Language(HDL) using EDA playground platform for applications like Application Specific Integrated Circuit(ASIC)or System on Chip(SOC).
An efficient data analytics model for predicting the harmful effects of air pollutants International Journal of Scientific and Technology Research, 2020
A compact UWB slot antenna for WIMAX and WLAN applications International Journal of Innovative Technology and Exploring Engineering, 2019
Frequent itemset matching for real time applications using reconfigurable hardware architecture International Journal of Innovative Technology and Exploring Engineering, 2019
Mathematical analysis of real time data mining model for the medical and health care application International Journal of Mechanical Engineering and Technology, 2018
Realization of spin-torque transfer magnetoresistive RAM IEEE International Conference on Advances in Engineering Science and Management Icaesm 2012, 2012
Next-gen physics education: AR/VR-powered simple pendulum learning for OBE and NEP 2020 A Mathew, KM Sagayam, JS Immanuel, PE Jebarani Archives for Technical Sciences 3 (34), 1285-1296 , 2025 2025 Citations: 1
A Lightweight and Explainable Machine Learning Approach for Intrusion Detection JJD Raj, JS Immanuel 2025 5th International Conference on Soft Computing for Security … , 2025 2025
Adaptive Attribute-based Encryption (A-ABE) Framework for Securing Smart IoT Networks JJD Raj, JS Immanuel 2025 5th International Conference on Soft Computing for Security … , 2025 2025
Explosive Metal Detection Using Sensors and Microcontroller RM Das, JJD Raj, AN AS, M BS, JS Immanuel, K Ezhilarasan 2024 2nd International Conference on Sustainable Computing and Smart Systems … , 2024 2024 Citations: 1
A comprehensive review: Advances in MIMO antenna for IOT application P Prakash, G Manoj, JS Immanuel Wireless Personal Communications 136 (2), 793-826 , 2024 2024 Citations: 3
Prediction of electric vehicle price in India using simple linear regression JD Raj, JS Immanuel, P Karthik, M Jayanthi International Conference on Trends in Automotive Parts Systems and … , 2024 2024 Citations: 2
Virtual Education, Training And Internships In Hospitality And Tourism During Covid-19 Situation. AR Jamader, JS Immanuel, R RA, KM Sagayam, P Das Journal of Pharmaceutical Negative Results 14 (2) , 2023 2023 Citations: 17
8 Bit SAR Low Power Data Converter Design in 90nm Technology for Low Frequency Signal Acquisition EGV Shriashwinraja, JS Immanuel, G Manoj, K Aneesh, DS Shylu, ... 2023 4th International Conference on Signal Processing and Communication … , 2023 2023 Citations: 3
Design and Analysis of Frequency Synthesizer for Implantable Cardioverter Defibrillator (ICD) in 90 nm Technology S Babafakruddin, G Manoj, JS Immanuel, DSS Sam, RD Balaji, VS EG 2023 4th International Conference on Signal Processing and Communication … , 2023 2023 Citations: 3
Audio Compression using a Modified Vector Quantization algorithm for Mastering Applications S Prince, AA Kirubaraj, SJ Immanuel, S M International Journal of Electronics and Telecommunications 69 (2), 287-292 , 2023 2023 Citations: 2
Fast Region based Convolutional Neural Network for Emotion Recognition in Health Care Applications JS Immanuel, G Manoj, JJD Raj Design Engineering, 2072-2083 , 2021 2021
Implementation of FPGA accelerator architecture for Convolution Neural Network in Emotional Recognition System JS Immanuel, G Manoj, PS Divya Turkish Journal of Computer and Mathematics Education 12 (6), 127-135 , 2021 2021
Analysis of FPGA accelerator architecture for Fast Statistical Convolutional Neural Network in real time Emotional Recognition System | Analiza architektury akceleratora FPGA … HV Immanuel, J.S., Manoj, G., Prince, S., Du John Przeglad Elektrotechniczny 97 (7), 132–134 , 2021 2021
Design of BIST(Built-In-Self-Test)embedded master-slave communication using SPI protocol JS Jose, B., Immanuel 2021 3rd International Conference on Signal Processing and Communication … , 2021 2021 Citations: 15
Simplified Ciphertext Policy Attribute Based Encryption for Multimedia Applications JS Daniel Raj, J.J., Karthik, P., Immanuel Procedia Computer Science, 2713–2719 , 2020 2020 Citations: 8
An efficient data analytics model for predicting the harmful effects of air pollutants S Naveen Sundar, G., Narmadha, D., Immanuel International Journal of Scientific and Technology Research 9 (2), 2486 - 2490 , 2020 2020
Low power VLSI architecture for mining medical data chip [articol] JS Immanuel, AP Haran Timișoara: Editura Politehnica , 2019 2019
A compact UWB slot antenna for WIMAX and WLAN applications P Amir Anton Jone, A., Samson Immanuel, J., Manoj, G., Martin Sagayam, K ... International Journal of Innovative Technology and Exploring Engineeringthis … , 2019 2019
Portable UWB based monopole antenna for wearable applications E Amir Anton Jone, A., Prince, S., Samson Immanuel, J., Martin Sagayam, K ... International Journal of Recent Technology and Engineering 8 (2), 71-75 , 2019 2019
Folded shorted patch antenna with slots for wireless applications J Amir Anton Jone, A., John Paul, J., Prince, S., Martin Sagayam, K., Samson ... International Journal of Engineering and Advanced Technology 9 (1), 1437–1441 , 2019 2019 Citations: 4
MOST CITED SCHOLAR PUBLICATIONS
Virtual Education, Training And Internships In Hospitality And Tourism During Covid-19 Situation. AR Jamader, JS Immanuel, R RA, KM Sagayam, P Das Journal of Pharmaceutical Negative Results 14 (2) , 2023 2023 Citations: 17
Design of BIST(Built-In-Self-Test)embedded master-slave communication using SPI protocol JS Jose, B., Immanuel 2021 3rd International Conference on Signal Processing and Communication … , 2021 2021 Citations: 15
Simplified Ciphertext Policy Attribute Based Encryption for Multimedia Applications JS Daniel Raj, J.J., Karthik, P., Immanuel Procedia Computer Science, 2713–2719 , 2020 2020 Citations: 8
Folded shorted patch antenna with slots for wireless applications J Amir Anton Jone, A., John Paul, J., Prince, S., Martin Sagayam, K., Samson ... International Journal of Engineering and Advanced Technology 9 (1), 1437–1441 , 2019 2019 Citations: 4
A comprehensive review: Advances in MIMO antenna for IOT application P Prakash, G Manoj, JS Immanuel Wireless Personal Communications 136 (2), 793-826 , 2024 2024 Citations: 3
8 Bit SAR Low Power Data Converter Design in 90nm Technology for Low Frequency Signal Acquisition EGV Shriashwinraja, JS Immanuel, G Manoj, K Aneesh, DS Shylu, ... 2023 4th International Conference on Signal Processing and Communication … , 2023 2023 Citations: 3
Design and Analysis of Frequency Synthesizer for Implantable Cardioverter Defibrillator (ICD) in 90 nm Technology S Babafakruddin, G Manoj, JS Immanuel, DSS Sam, RD Balaji, VS EG 2023 4th International Conference on Signal Processing and Communication … , 2023 2023 Citations: 3
Prediction of electric vehicle price in India using simple linear regression JD Raj, JS Immanuel, P Karthik, M Jayanthi International Conference on Trends in Automotive Parts Systems and … , 2024 2024 Citations: 2
Audio Compression using a Modified Vector Quantization algorithm for Mastering Applications S Prince, AA Kirubaraj, SJ Immanuel, S M International Journal of Electronics and Telecommunications 69 (2), 287-292 , 2023 2023 Citations: 2
Modelling of system configuration and reconfiguration for IMS AP Manoj, G., Samson Immmanuel, J., Divya, P.S., Haran Communications in Computer and Information Science, 285–292 , 2012 2012 Citations: 2
Next-gen physics education: AR/VR-powered simple pendulum learning for OBE and NEP 2020 A Mathew, KM Sagayam, JS Immanuel, PE Jebarani Archives for Technical Sciences 3 (34), 1285-1296 , 2025 2025 Citations: 1
Explosive Metal Detection Using Sensors and Microcontroller RM Das, JJD Raj, AN AS, M BS, JS Immanuel, K Ezhilarasan 2024 2nd International Conference on Sustainable Computing and Smart Systems … , 2024 2024 Citations: 1
Pre LayoutAnd Post Layout Analysis of Parallel Counter Architecture Based On State Look Ahead Logic UNCM Yadav, J Samson International Journal of Advanced Research in Computer Engineering … , 2013 2013 Citations: 1
Realization of spin-torque transfer magnetoresistive RAM R Mandhdapu, JS Immanuel IEEE-International Conference On Advances In Engineering, Science And … , 2012 2012 Citations: 1
A Lightweight and Explainable Machine Learning Approach for Intrusion Detection JJD Raj, JS Immanuel 2025 5th International Conference on Soft Computing for Security … , 2025 2025
Adaptive Attribute-based Encryption (A-ABE) Framework for Securing Smart IoT Networks JJD Raj, JS Immanuel 2025 5th International Conference on Soft Computing for Security … , 2025 2025
Fast Region based Convolutional Neural Network for Emotion Recognition in Health Care Applications JS Immanuel, G Manoj, JJD Raj Design Engineering, 2072-2083 , 2021 2021
Implementation of FPGA accelerator architecture for Convolution Neural Network in Emotional Recognition System JS Immanuel, G Manoj, PS Divya Turkish Journal of Computer and Mathematics Education 12 (6), 127-135 , 2021 2021
Analysis of FPGA accelerator architecture for Fast Statistical Convolutional Neural Network in real time Emotional Recognition System | Analiza architektury akceleratora FPGA … HV Immanuel, J.S., Manoj, G., Prince, S., Du John Przeglad Elektrotechniczny 97 (7), 132–134 , 2021 2021
An efficient data analytics model for predicting the harmful effects of air pollutants S Naveen Sundar, G., Narmadha, D., Immanuel International Journal of Scientific and Technology Research 9 (2), 2486 - 2490 , 2020 2020
