admission@niet.co.in
+91-8010-500-700
Experience
22 Years
Dr. Vivek Kumar is associated with NIET, Greater Noida, India as a professor in IT department. He received the Ph.D. degree in Computer Engineering and Technology from Suresh Gyan Vihar University, Jaipur, Rajasthan, India in 2013 with Teaching and Research experience of 23 years.
He did research work on vendor selection through agent, Fuzzy Logic and Case Base Reasoning (Soft Computing). He published papers in several peer reviewed and indexed journals and presented papers in Conferences of national and international repute. His area of interest in research in Applied Machine learning and soft computing. He has Published/Granted patents and books in the fields of emerging technologies like 6G. His current research interests focus on role of Machine Learning (Artificial Neural Network and Deep Neural Network) in Radio waves propagation/6G through Python (Google Co-lab)/Tensor Board/Knime/Azure ML tool/Metlab etc.
Education
Post Doctorate Fellowship (PDF) from Department of Future Technologies for Business Echo System Innovation (FT4BI) at The Aarhus University, Herning, Denmark since January 2, 2021 for the period until December 31, 2022 Under Prof Ramjee Prasad Field of Research: The purpose of the research is joint research publications in the area of 6G wireless communications (Python-Keras with Tensorboard/Knime)
(Computer Engineering and Technology)
Computer Science and Engineering
Doc Fellowship from Aarhus University. Denmark
Research
AI/ML, Fuzzy Logic, Case Based Reasioning
Key Publications
- Kumar, V., Singh, H., Saxena, K., Kapse, V. M., & Prasad, R. (2022). A Deep Learning based model for Prediction of RF Wave Attenuation due to Rain. Wireless Personal Communications.
- Kumar, V@., Singh, H., Saxena, K., Kapse, V. M., & Prasad, R. (2022). Smart Channel Modelling for Cloud and Fog Attenuation using ML for designing of 6G Networks at D and G Bands.
- Singh, H., Kumar, V@., Saxena, K., & Prasad, R. (2022). Smart Channel Modelling for Rain Attenuation using ML for designing of 6G Networks at D and G Bands. Wireless Personal Communications.
- Singh, H., Kumar, V., Saxena, K., Boncho, B., & Prasad, R. (2022). ANN: A Deep Learning model for Prediction of Radio Wave Attenuation due to Clouds. Wireless Personal Communications.
- Minshul Sharma, Dr. Hitesh Singh, Mr.Vikrant Malik, Ms.Tanya Varshney, Dr.Vivek Kumar, “New Indian Currency Detection and Recognition”, Grenze International Journal of Engineering and Technology, June Issue.
- Vivek Kumar, Hitesh Singh, Kumud Saxena, Boncho Bonev, Ramjee Prasad. "" Machine Intelligence method for rain classification by using signal strength for designing of 6G networks“ Radioelektronika 2022, Němcovej 32 Košice 040 01 Slovakia (Under Review) [Implementation is in Knime]
- Hitesh Singh, Vivek Kumar@, Kumud Saxena, Boncho Bonev, Ramjee Prasad. "" Computational Intelligent method for Cloud Layer Classification using millimeter wave technology for designing of 6G network"" Radioelektronika 2022, Němcovej 32 Košice 040 01 Slovakia (Under Review) [Implementation is in Knime]
- Hitesh Singh, Vivek Kumar, Kumud Saxena, Boncho Bonev, Ramjee Prasad. "" ANN: A Deep Learning model for Prediction of Radio Wave Attenuation due to Clouds "" International Journal of Satellite Communications and Networking. (SCI-Under Review) [Implementation in Kears with TensorFlow]
- Vivek Kumar, Singh, Hitesh, Kumud Saxena, Boncho Bonev, Ramjee Prasad. ""A Deep Learning based model for Prediction of RF Wave Attenuation due to rain"" International Journal of Satellite Communications and Networking. (SCI-Under Review) [Implementation in Kears with TensorFlow]
- Vivek Kumar@, Hitesh Singh, Kumud Saxena, Boncho Bnev, Ramjee Prasad. "" A journey from traditional to Machine Learnig of Radio wave attenuation caused by Rain: A State of Art"" Wireless Personal Communications (SCI-Published)
- Singh, Hitesh, Vivek Kumar, Kumud Saxena, and Ramjee Prasad. "" Radio Wave Attenuation due to Clouds from Traditional Models to ML Models – A State of Art"" Wireless Personal Communications (2021): 1-19. (SCI-Published)
- Singh, Hitesh, Vivek Kumar, Kumud Saxena, and Ramjee Prasad. ""A Smart Model for Prediction of Radio Wave Attenuation Due to Clouds and Fog (SMRWACF)."" Wireless Personal Communications (2021) : 1-19. (SCI-Published)
- Kumar, Vivek@, Hitesh Singh, Kumud Saxena, Boncho Bonev, Ramjee Prasad. ""Soft Clustering for Enhancing ITU Rain Model based on Machine Learning Techniques."" Wireless Personal Communications (2021): 1-19. (SCI-Published)
- Hitesh Singh, Vivek Kumar@, Kumud Saxena, Boncho Bonev, Ramjee Prasad “Proposed Model for Radio Wave Attenuation due to Rain (RWAR)”, Wireless Personal Communications (Springer, Denmark), volume 115, pages791–807 (18th, June 2020). ISSN: 0929-6212 IF: 1.2, H Index: 48. (SCI-Published)
- Hitesh Singh, Kumud Saxena, Vivek Kumar@, Boncho Bonev, Ramjee Prasad “An Empirical Model for Prediction of Environmental Attenuation of Millimeter”, Wireless Personal Communications (Springer, Denmark), volume 115, pages 809–826 (16th, June 2020). ISSN: 0929-6212 IF: 1.2, H Index: 48. (SCI-Published)
- Hitesh Singh, Vivek Kumar@, Boncho Bonev, Kumud Saxena, “An Intelligent Model for prediction of Attenuation caused by Rain based on Machine Learning Techniques”, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-3, September 2019 {Scopus Indexed & UGC Approved}
- Kumar, Vivek, Hitesh Singh, Kumud Saxena, Boncho Bonev, Ramjee Prasad. "" An ANN Model for Predicting Radio Wave Attenuation Due to Rain and its Business Aspect"" 29th NATIONAL CONFERENCE, TELECOM 2021; 28 – 29 October 2021, National Science and Technical Centre, 108 Rakovsky St., Sofia, IEEE, 2021.
- Singh, Hitesh, Vivek Kumar, Kumud Saxena, Boncho Bonev, Ramjee Prasad. ""Prediction of Radio Wave Attenuation due to Clouds using ANN and its business aspects"" 29th NATIONAL CONFERENCE, TELECOM 2021; 28 – 29 October 2021, National Science and Technical Centre, 108 Rakovsky St., Sofia, IEEE, 2021.
- Kumar, Vivek, Hitesh Singh, Kumud Saxena, Boncho Bonev, Ramjee Prasad. ""Approximations for ITV Rain Model Using Machine Learning."" In 2021 56th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), pp. 159-162. IEEE, 2021. {Scopus Indexed}
- Singh, Hitesh, Vivek Kumar, Kumud Saxena, Boncho Bonev, and Ramjee Prasad. ""Prediction of Radio Wave Attenuation due to Cloud Using Machine Learning Techniques."" In 2021 56th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), pp. 163-166. IEEE, 2021. {Scopus Indexed}
- Hitesh Singh, Vivek Kumar, Boncho Bonev, Kumud Saxena, “A Novel Method for Prediction of Attenuation of Millimeter Waves by Fog and Smoke”, IEEE-INTERNATIONAL CONFERNENCE ON CONTEMPORARY COMPUTING AND APPLICATIONS (IC3A 2020)” {Scopus Indexed}
- SCIS & ISIS 2014: Kita-Kyashu, Japan : IEEE 2014, ISBN 978-1-4799-5955-6 Vivek Kumar, S. Srinivasan, Subhra Das, “Optimal Solution for Supplier Selection based on SMART Fuzzy Case Base Approach”, 7th International Conference on Soft Computing and Intelligent Systems, flagship of Japan Society for Fuzzy Theory and intelligent informatics (SOFT) and IEEE Computational Intelligence Society, Dec, 2-4, 2014, Fukuoka, JAPAN. (Presented)
Patent
| No. | Title [Product: P, Design(D)] | Status | Role | Application No. | Date |
|---|---|---|---|---|---|
| 1 | Smart Rain Gauge Device (P) | Granted | Applicant | 386453001 | 17/5/2023 |
| 2 | Efficient Distribution Of Resources In Fog Computing(D) | (Registered) | Applicant | 202311065498 | 11/06/2023 |
| 3 | 3-d Projection Device For Displaying Artifacts (D) | (Registered) | Applicant | 377263-001 | 12/01/2023 |
| 4 | Stand With Intelligence To Detect Motor Ability (D) | (Registered) | Applicant | 377264-001 | 12/01/2023 |
| 5 | Printed Document Authentication (P) | Published | Inventor | 201911045538 A | 08/11/2019 |
| 6 | Smart Energy Effective Next Generation 6g Communication System (P) | Published | Inventor | 202011001315 A | 11/01/2020 |
| 7 | Accurate Microflow Measuring Rain Gauge Unhindered By Dust And Debris (P) | Published | Inventor | 202011007396 A | 20/02/2020 |
| 8 | Light Weight Portable Helmet For The Protection From Covid – 19 (D) | Published | Inventor | 202011020603 A | 15/05/2020 |
| 9 | Printed Document Authentication (P) | Granted | Inventor | 2021100429 | 2021 |
Professional Distinctions
- Received Grant for ATAL FDP on AIML - 2024
- Received best paper award at international Conference.
- Session chair & Technical Committee member in many conferences Reviewer in reputed journals.
- Received Grant and Working with IIT Roorkee for collaborative projects.
- Trained students through workshop mode on Machine Learning and Data Analytics in each semester.
- Grant four Patents in 2023.
