Suhas A R received his BE in Electronics and Communication Engineering, MTech in Digital Electronics and Communication and he is on verge of completing PhD in Electronics and Communication Engineering from Visvesvaraya Technological University, Belagavi, India. Currently he is working as an Associate Professor in the Department of Electronics and Communication Engineering, HKBK College of Engineering, Bengaluru, Karnataka, India. His areas of research include wireless sensor networks and IoT. He has ten years of experience in teaching and research and has published research articles in various national and international journals such as Springer, Inderscience, Emerald, etc. Also, he is a member in ISTE, WASET and IAENG.
EDUCATION
B.E, M.Tech., (
RESEARCH, TEACHING, or OTHER INTERESTS
Multidisciplinary, Electrical and Electronic Engineering
8
Scopus Publications
293
Scholar Citations
10
Scholar h-index
10
Scholar i10-index
Scopus Publications
Health Ratio Optimization of Group Detection-Based Data Network Using Genetic Algorithm A. R. Suhas, M. Manoj Priyatham Journal of Interconnection Networks, 2024 A physical region can have multiple parts, each part is monitored with the help of a Special DDN (SDDN). In the existing methods, namely, LEACH, the Fuzzy method has a larger path between the initiator DDN to destination DDN. Non-healthy DDNs can occur in the Group-based Detection Data Network (GDDN) when the battery level of the DDN reaches below the threshold. The possibility of more Non-healthy DDNs can be of multiple reasons (i) when the link path is of larger length (ii) Same DDN is used multiple times as an SDDN and (iii) repeated communication between base station to DDNs causes the DDN to lose more battery. If a mechanism is created to recover the DDNs or recharge them, then the number of Non-healthy DDNs can be reduced and DDN performance can be improved a lot. The Proposed Genetic (PGENETIC) method will find the SDDN in a battery-aware manner and also at path will be of minimum length along with regular interval trigger to identify DDNs which are non-healthy and replace or recharge them. PGENETIC is compared with LEACH, Fuzzy method, and Proposed CHEF (PCHEF) and proved that PGENETIC exhibits better performance.
Advanced Pothole Detection Using Image Processing SUHAS A R, GIRIJALAKSHMI, PAVAN T A, SANDEEP REDDY P, SHREYAS B S, MAHENDRA M 2024 International Conference on Signal Processing Computation Electronics Power and Telecommunication Iconscept 2024 Proceedings, 2024 Road transport is the most common mode of transport worldwide, so regulatory authorities should pay more attention to the safety of passengers. Despite the various causes of road safety problems, poorly maintained roads are important, as potholes appear to be a major cause of accidents worldwide. This paper proposes a comprehensive approach to identifying potholes, autonomous filling of them, and maintaining a database with constant updates on the potholes and their clearance to prevent accidents and improve road safety. A web-based portal reports the potholes to concerned authorities by sending the location, size, depth, and predictive analytics to anticipate pothole-related issues. Implemented as a monocular vision autonomous car prototype using an Arduino UNO as a processing chip. This paper highlights the importance of proactive measures to enhance road safety in addition to pothole prevention. Regulators are urged to invest in remediation and technical improvements to reduce the risks associated with poor roads. Together, we may assist in reducing accidents and improving overall road safety by encouraging good driving practices and citizen participation in reporting accidents on the roads. However, combined with the latest innovations like predictive analytics and automated vehicle technology, this collaborative approach has a chance to build safer routes for communities across the world.
Hybrid Threshold Speech Enhancement Scheme Using TEO and Wavelet Coefficients Latha R, Suhas A R, B P Pradeep Kumar, M.Mohammed Ibrahim, Sathiyapriya V 2023 2nd International Conference on Electrical Electronics Information and Communication Technologies Iceeict 2023, 2023 Speech Enhancement (SE) aims to improve the quality of degraded speech while maintaining its intelligibility. The Wavelet Transform (WT) has become a powerful tool of signal analysis thereby widely used in signal detection and signal denoising. In this paper, we propose an effective means of SE by a hybrid threshold scheme using WT. The proposed methodology looks into both falling the noise and preserving edges of the speech signal unlike the conventional Hybrid Threshold (HT) and Soft Threshold (ST) in the wavelet domain. The threshold value in the wavelet domain is maintained constant for all sub-bands of the signal which reduces denoising efficiency. A novel speech augmentation technique built on the wavelet onsets and time adaption of introduced by calculating wavelet coefficients of the Teager Energy. Performance analysis of speech enhancement techniques using Wavelet coefficients and Teager Energy Operator (TEO) with hybrid threshold method is done. The experiment is carried out for speech data with various values of SNR vacillating from -10 to +10 db with Additive White Gaussian Noise (AWGN).
Speech-to-text Transfiguration in Language Numerals for Perpetual Deaf Patients B P Pradeep Kumar, Venkatesan C, Suhas A R, Balamurugan D, Sathiyapriya V 2023 2nd International Conference on Electrical Electronics Information and Communication Technologies Iceeict 2023, 2023 This paper primarily designates the isolated words transfiguration in the Kannada language based on a few techniques like Mel Frequency Cepstral Coefficients (MFCCs), Euclidean distance measure, Wavelet Transforms and Vector Quantization (VQ) technique. The contiguous match to the test speech exclamation is found by comparing the Euclidean distance value of the MFCC coefficients with that of the utterances present in the training set. The matched sampled word is detected by the display of its text equivalent message trained during the test phase. MATLAB R2019b software is employed to build the framework.
FPGA Implementation of Polyphase CIC Based Multistage Filter for Digital Receivers R. Latha, C. Venkatesan, A.R. Suhas, T. Thamaraimanalan 8th International Conference on Advanced Computing and Communication Systems Icaccs 2022, 2022 The main focus of this work is to propose suitable architectures for the decimation filter networks of digital receivers that use the reduced logic and are capable of receiving multiple communication standard signals. It also involves the design, simulation, and implementation of multi-stage multi-rate filter architectures with reduced Very Large Scale Integrated (VLSI) cost functions. In the first multi-stage architecture namely, the Multi-Standard Decimation Filter (MSDF) structure is proposed to cater to the need of reception of multi-standard receiver signals. The MSDF architecture is designed for GSM and WiMAX wireless communication specifications and its first stages are designed using Cascaded Integrator Comb (CIC) filters. In the second architecture, a modified MSDF structure is implemented using polynomial CIC filters to meet the multi-standard requirements. The third architecture concentrates on design parameters of polyphase CIC-based decimation filter and its implementation concepts. Spartan FPGA-based implementation results that the proposed polynomial CIC-based MSDF architecture provides 32.11% of area reduction when related with the multistage MSDF. The proposed polyphase CIC-based MSDF architecture provides 28.57% of dynamic power-saving and a 15.5% increase in speed when compared to polynomial-based MSDFC architecture. Thus, the proposed polyphase MSDF architecture provides low power and lesser delay solutions using a multistage decimation approach and it is best suited for multi-standard communication applications in digital receivers.
Heal nodes specification improvement using modified CHEF method for group based detection point network A. R. Suhas, M. ManojPriyatham International Journal of Pervasive Computing and Communications, 2021 Purpose The purpose of the paper is to make use of multiple parameters namely; residual energy, closeness to centre and mobility of detection point (DP) for the selection of detection point network (DPN). In the novel method proposed, the path will have less number of DPs participating in the entire DPN. Design/methodology/approach The proposed novel method will find out the special detection point (SDP) based on three criteria, namely, the amount of mobility for DP, the amount of remaining energy and the amount of distance between two DPs. This proposed method is an attempt to resolve the network lifetime problems during the communication of DPs over a period of time. It is developed for increasing the lifetime ratio, throughput, residual energy, number of alive nodes. Findings The simulation results of the novel method show the improvement over the existing methods investigated based on the lifetime ratio, throughput, remaining energy and alive nodes. Practical implications In the proposed method, the communication is done between different DPs in the network. The commutation is done using SDPs only from one cluster to another cluster. It is proposed for the implementation of energy efficient data sensing in mobile communication networks. Originality/value It is a significant mechanism for energy efficient data sensing of one DP to another DP of different clusters in the network. The total energy consumed for a period of time by the network is significantly reduced from the novel method.
Design and implementation of chicken egg incubator for hatching using IoT L. Niranjan, C. Venkatesan, A.R. Suhas, S. Satheeskumaran, S. Aaquib Nawaz International Journal of Computational Science and Engineering, 2021 In this paper, the egg fertilisation is one of the major factors to be considered in the poultry farms. The smart incubation system is designed to combine the IoT technology with the smart phone in order to make the system more convenient to the user in monitoring and operation of the incubation system. The incubator is designed first with both setter and the hatcher in one unit and incorporating both still air incubation and forced air incubation which is a controller and monitored by the controller keeping in mind the four factors: temperature, humidity, ventilation and egg turning system. Here we are setting with three different temperatures for the experimental purpose at T1 = 36.5°C, T2 = 37.5°C and T3 = 38°C. The environment is maintained same in all the three cases and which is the best temperature for the incubation of the chicken eggs is noted.
Efficient Usage of water for smart irrigation system using Arduino and Proteus design tool S. N., Niranjan L, Gangadhar N, Seema Jahagirdar, Suhas A R, S. N. Proceedings 2nd International Conference on Smart Electronics and Communication Icosec 2021, 2021 To optimize usage of water in agriculture crops, this research work has proposed an automatic irrigation system. The temperature and moisture sensors are used in the roots of the plants which are connected to a wireless network of systems. The information is sent to the gateway to collect all the information related to the sensor values. A procedure is followed with set of threshold points in the controller to meet the desired output with the help of sensors, actuators to control the flow of water into the irrigation land. The system is powered by solar panel, battery and has duplex communication using internet. The data from the system is analysed using IoT technique using Blynk server with scheduled water system. The proposed automated system was developed and tested in Realtime for 90days with water savings of 90% compared with the normal irrigation system. Due to its low power consumption and low cost the system can be incorporated in areas where the scarcity of water and also in isolated area.
RECENT SCHOLAR PUBLICATIONS
Hybrid DeepSentX Framework for AI-Driven Requirements Insight and Risk Prediction in Multilingual Sports Using Natural Language Processing S Alalasandra Ramakrishnaiah, Y Abdullah Rabi, A John Patrick, ... Big Data 14 (2), 67-86 , 2026 2026
Health Ratio Optimization of Group Detection-Based Data Network Using Genetic Algorithm AR Suhas, M Manoj Priyatham Journal of Interconnection Networks 24 (supp01), 2241001 , 2024 2024
Advanced Pothole Detection Using Image Processing AR SUHAS, TA PAVAN, RP SANDEEP, BS SHREYAS, M Mahendra 2024 International Conference on Signal Processing, Computation, Electronics … , 2024 2024 Citations: 3
Speech-to-text transfiguration in language numerals for perpetual deaf patients BPP Kumar, C Venkatesan, AR Suhas, D Balamurugan, V Sathiyapriya 2023 Second international conference on electrical, electronics, information … , 2023 2023 Citations: 22
Hybrid threshold speech enhancement scheme using TEO and wavelet coefficients R Latha, AR Suhas, PK BP, V Sathiyapriya 2023 Second international conference on electrical, electronics, information … , 2023 2023 Citations: 11
A Modified Routing Approach For Extending Wireless Sensor Network Life Time with Global Energy Balance NL Suhas A R IN Patent App. 202,341,018,072 , 2023 2023
An Improved Hierarchical Routing Approach with The Enhanced Cluster Head selection Criteria and Recovery of Dead Nodes with The Application of Genetics NL Suhas A R IN Patent App. 202,341,018,078 , 2023 2023
FPGA implementation of polyphase CIC based multistage filter for digital receivers R Latha, C Venkatesan, AR Suhas, T Thamaraimanalan 2022 8th International Conference on Advanced Computing and Communication … , 2022 2022 Citations: 36
Heal nodes specification improvement using modified chef method for group Based Detection Point Network S AR, M Priyatham M International Journal of Pervasive Computing and Communications 17 (5), 509-532 , 2021 2021 Citations: 10
Efficient usage of water for smart irrigation system using Arduino and proteus design tool N Shwetha, L Niranjan, N Gangadhar, AR Suhas, N Sangeetha 2021 2nd International Conference on Smart Electronics and Communication … , 2021 2021 Citations: 31
Design and implementation of chicken egg incubator for hatching using IoT L Niranjan, C Venkatesan, AR Suhas, S Satheeskumaran, SA Nawaz International Journal of Computational Science and Engineering 24 (4), 363-372 , 2021 2021 Citations: 83
Lifetime and Energy Efficiency Improvement Techniques for Hierarchical Networks MPM Suhas A. R International Journal of Engineering and Advanced Technology (IJEAT) 9 (1S6 … , 2019 2019 Citations: 9
Design and implementation of robotic arm using proteus design tool and arduino-uno L Niranjan, A Suhas, B Sreekanth Indian J Sci Res 17 (2), 126-131 , 2018 2018 Citations: 27
DESIGN AND IMPLEMENTATION OF SELF-BALANCED ROBOT USING PROTEUS DESIGN TOOL AND ARDUINO-UNO CHS Niranjan L, Suhas A R Indian Journal of Scientific Research 17 (2), 556-563 , 2018 2018 Citations: 24
Cycle Time Reduction of Transmitting Output Power Measurement of URRF Radio RR Suhas A R, Pratiksha R Matlawar International Journal of Engineering Research in Electronics and … , 2017 2017
Extended kalman filter and unsceted kalman filter for traffic state estimation AR Suhas Jhunjhunu , 2016 2016
Substation automation system TV Arun, L Lathesh, AR Suhas International Journal of Scientific & Engineering Research 7 (5), 215-218 , 2016 2016 Citations: 19
Advanced System for Driving Assistance in Multi-zones using RF and GSM Technology MKBN Niranjan .L, Sreekanth .B, Suhas A.R International Journal of Engineering Research & Technology (IJERT) 3 (6 … , 2014 2014 Citations: 15
A Comparative Study between Extended Kalman Filter and Unscented Kalman Filter for Traffic State Estimation AR Suhas, HL Viswanath International Journal of Innovations in Engineering and Technology (IJIET) 4 … , 2014 2014 Citations: 1
MOST CITED SCHOLAR PUBLICATIONS
Design and implementation of chicken egg incubator for hatching using IoT L Niranjan, C Venkatesan, AR Suhas, S Satheeskumaran, SA Nawaz International Journal of Computational Science and Engineering 24 (4), 363-372 , 2021 2021 Citations: 83
FPGA implementation of polyphase CIC based multistage filter for digital receivers R Latha, C Venkatesan, AR Suhas, T Thamaraimanalan 2022 8th International Conference on Advanced Computing and Communication … , 2022 2022 Citations: 36
Efficient usage of water for smart irrigation system using Arduino and proteus design tool N Shwetha, L Niranjan, N Gangadhar, AR Suhas, N Sangeetha 2021 2nd International Conference on Smart Electronics and Communication … , 2021 2021 Citations: 31
Design and implementation of robotic arm using proteus design tool and arduino-uno L Niranjan, A Suhas, B Sreekanth Indian J Sci Res 17 (2), 126-131 , 2018 2018 Citations: 27
DESIGN AND IMPLEMENTATION OF SELF-BALANCED ROBOT USING PROTEUS DESIGN TOOL AND ARDUINO-UNO CHS Niranjan L, Suhas A R Indian Journal of Scientific Research 17 (2), 556-563 , 2018 2018 Citations: 24
Speech-to-text transfiguration in language numerals for perpetual deaf patients BPP Kumar, C Venkatesan, AR Suhas, D Balamurugan, V Sathiyapriya 2023 Second international conference on electrical, electronics, information … , 2023 2023 Citations: 22
Substation automation system TV Arun, L Lathesh, AR Suhas International Journal of Scientific & Engineering Research 7 (5), 215-218 , 2016 2016 Citations: 19
Advanced System for Driving Assistance in Multi-zones using RF and GSM Technology MKBN Niranjan .L, Sreekanth .B, Suhas A.R International Journal of Engineering Research & Technology (IJERT) 3 (6 … , 2014 2014 Citations: 15
Hybrid threshold speech enhancement scheme using TEO and wavelet coefficients R Latha, AR Suhas, PK BP, V Sathiyapriya 2023 Second international conference on electrical, electronics, information … , 2023 2023 Citations: 11
Heal nodes specification improvement using modified chef method for group Based Detection Point Network S AR, M Priyatham M International Journal of Pervasive Computing and Communications 17 (5), 509-532 , 2021 2021 Citations: 10
Lifetime and Energy Efficiency Improvement Techniques for Hierarchical Networks MPM Suhas A. R International Journal of Engineering and Advanced Technology (IJEAT) 9 (1S6 … , 2019 2019 Citations: 9
Advanced Pothole Detection Using Image Processing AR SUHAS, TA PAVAN, RP SANDEEP, BS SHREYAS, M Mahendra 2024 International Conference on Signal Processing, Computation, Electronics … , 2024 2024 Citations: 3
A Comparative Study between Extended Kalman Filter and Unscented Kalman Filter for Traffic State Estimation AR Suhas, HL Viswanath International Journal of Innovations in Engineering and Technology (IJIET) 4 … , 2014 2014 Citations: 1
Hybrid DeepSentX Framework for AI-Driven Requirements Insight and Risk Prediction in Multilingual Sports Using Natural Language Processing S Alalasandra Ramakrishnaiah, Y Abdullah Rabi, A John Patrick, ... Big Data 14 (2), 67-86 , 2026 2026
Health Ratio Optimization of Group Detection-Based Data Network Using Genetic Algorithm AR Suhas, M Manoj Priyatham Journal of Interconnection Networks 24 (supp01), 2241001 , 2024 2024
A Modified Routing Approach For Extending Wireless Sensor Network Life Time with Global Energy Balance NL Suhas A R IN Patent App. 202,341,018,072 , 2023 2023
An Improved Hierarchical Routing Approach with The Enhanced Cluster Head selection Criteria and Recovery of Dead Nodes with The Application of Genetics NL Suhas A R IN Patent App. 202,341,018,078 , 2023 2023
Cycle Time Reduction of Transmitting Output Power Measurement of URRF Radio RR Suhas A R, Pratiksha R Matlawar International Journal of Engineering Research in Electronics and … , 2017 2017
Extended kalman filter and unsceted kalman filter for traffic state estimation AR Suhas Jhunjhunu , 2016 2016
