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Linga Reddy Cenkeramaddi

Linga Reddy Cenkeramaddi

Professor

Department of Information and Communication Technology >

 

+47 37 23 34 36

+47 947 19 291

Office:
B114 ( Jon Lilletuns vei 3, Grimstad )

MS Electrical Engineering (Microelectronics/VLSI) IIT Delhi

Ph.D. Electrical Engineering NTNU Trondheim

Biography:

I received PhD from the Department of electronics and telecommunications, NTNU, Trondheim, Norway. I worked for Texas Instruments in mixed signal circuit design before joining the PhD program at NTNU. After finishing PhD, I worked in radiation imaging for atmosphere space interaction monitor (ASIM mission to International Space Station) at University of Bergen, Norway from 2010 to 2012. I did one Master of Science in Physics from IIT Chennai (Indian Institute of Technology, Chennai) and the second Master of Science in Integrated Electronics and Circuits from IIT Delhi (Indian Institute of Technology, Delhi).

My current activities include teaching electronic circuit design courses (Analog, Digital and Mixed signal), embedded systems design courses, mmWave sensing and wireless prototyping using SDRs at masters and PhD level at University of Agder and guiding several undergraduate, graduate and PhD students in their theses.

My research activity focuses on foundational and applied research to solve cutting edge problems in the research areas of Cyber-Physical systems, Autonomous systems, Robotics and Automation involving advanced sensor systems, Computer vision, Thermal imaging, LiDAR imaging, Radar imaging, wireless sensor networks, smart electronic systems, advanced machine learning techniques, connected autonomous systems including drones/unmanned aerial vehicles (UAVs), unmanned ground vehicles (UGVs), unmanned underwater systems (UUSs), 5G- (and beyond) enabled autonomous vehicles, and Socio-Technical Systems like urban transportation systems, Smart Agriculture and Smart Cities.

I am serving as a Guest Editor for MDPI Electronics Special Issue "Sensors, Sensor Fusion, and Inter-connected Networked Autonomous Systems, Submissions until 31.12.2021"

I am Reviewer for:

  • IEEE Transactions on Industrial Informatics
  • IEEE Transactions on Instrumentation and Measurement
  • IEEE Transactions on Aerospace and Electronic Systems
  • IEEE Transactions on Medical Imaging
  • IEEE Sensors Journal
  • IEEE Systems Journal
  • IEEE Access Journal
  • IEEE Consumer Electronics Magazine
  • Technical Program Committee member in many IEEE conferences in Electronic Circuit Design and Wireless Communications.

 

Research interests

My current Research activities include Internet of Things, Cyber-Physical Systems, Embedded Systems, Autonomous Embedded Electronics, Wireless Sensor Networks, Signal Processing, Sensor – Human Interface, Testbed design for Wireless Communications Systems, Protocol Implementation for Wireless Sensor Networks, Big Analog Data, FPGA/ASIC design for Wireless Communications Systems, Energy Harvesting for Wireless Embedded Systems & IoT Devices and Analog, Digital & Mixed Signal Circuit Design.

Courses and teaching

Present courses at University of Agder:

Previous courses:

2000-2001: Electronics Laboratory IIT, Delhi

2001-2002: Analog Electronics Laboratory IIT, Delhi

2002-2003: Digital Electronics Laboratory IIT, Delhi

2004-2005: Analog Integrated Circuits (TFE 4200) NTNU, Trondheim

2005-2006: Analog CMOS-1 (TFE 4186) NTNU, Trondheim

2012-2013 Electronics 1 (ELE200), Electronics 2 (ELE205), Electronics Projects (ELE212), Research Project (ELE301) and Master’s thesis (IKT590) UiA, Grimstad.

2013-2014 Electronics 1 (ELE200), Electronics 2 (ELE205), Electronics Projects (ELE212), Research Project (ELE301) and Master’s thesis (IKT590) UiA, Grimstad.

2014-2015 Electronics 1 (ELE200), Electronics 2 (ELE205), Electronics Projects (ELE212), Research Project (ELE301), ICT Seminar1/Embedded Systems (IKT440) and Master’s thesis (IKT590) UiA, Grimstad.

Academic interests

My current Research activities include Internet of Things, Cyber-Physical Systems, Embedded Systems, Autonomous Embedded Electronics, Wireless Sensor Networks, Signal Processing, Sensor – Human Interface, Testbed design for Wireless Communications Systems, Protocol Implementation for Wireless Sensor Networks, Big Analog Data, FPGA/ASIC design for Wireless Communications Systems, Energy Harvesting for Wireless Embedded Systems & IoT Devices and Analog, Digital & Mixed Signal Circuit Design.

Projects

1. Wireless Social Devices enabled by Self-Organized Spectrum Cartography (WISECART), FRIPRO TOPPFORSK Grant Award, Research Council of Norway, 4/2016 – 4/2021, Researcher. 

2. Off-shore--On-shore Collective Analytics & Intelligence for condition-based monitoring in drilling & operations using heterogeneous networks (SMART-RIG), Researcher Project, Research Council of Norway, 4/2015 – 4/2020, Researcher.

3. Offshore Mechatronics (Center of Research-Driven Innovation SFI), Research Council of Norway, 5/2015 – 5/2023, WP: IT Integration, Data Analytics and Big Data, Researcher. 

4. Data-driven cyber-physical networked systems for autonomous cognitive control and adaptive learning in industrial & urban water environments (INDURB), IKTPLUSS Program, Research Council of Norway, 04/2017, Researcher.

5. Low-altitude UAV communication and tracking (LUCAT); Funding sources: The Research Council of Norway (NFR) and the Department of Science and Technology (DST), India, under the joint INDNOR program; Project manager/PI: Associate Professor Linga Reddy Cenkeramaddi; Project duration: 2018-2023.

6. Indo-Norwegian collaboration in Autonomous Cyber-Physical Systems (INCAPS): The Research Council of Norway (NFR) under the INTPART program; Project manager/PI: Associate Professor Linga Reddy Cenkeramaddi; Project duration: 2019-2022.

Partners and/or collaborators:

Indian Institute of Science, Bangalore (IISc)

Indian Institute of Technology, Hyderabad (IITH)

International Institute of Information Technology, Hyderabad (IIITH)

Birla Institute of Technology and Science, Hyderabad (BITS)

Norwegian University of Science and Technology (NTNU)

Norwegian Institute for Water Research (NIVA)

Previous projects:

  1. 2004-2009 Smart Microsystems for Diagnostic Imaging in Medicine-SMiDA(Roles: PhD student, project website in-charge, project website management, dept. of IET,NTNU,Trondheim)
  2. 2009-2012 Atmosphere-Space Interaction Monitor - ASIM (Roles: Leading working group member of Design, development and testing of system, dept. of Physics and Technology, UiB, Bergen)
  3. 2012-2013 1D ultrasound imaging system (Role: Project manager, dept. of ICT, UiA, Grimstad)
  4. 2012-2013 Ultrasound test system (Role: Project manager, dept. of ICT, UiA, Grimstad)
  5. 2013-2015 Fall detection system for old age homes (Role: Project manager, dept. of ICT, UiA, Grimstad)

Scientific publications

  • K, Naveen Kumar; C., Krishna Mohan; Cenkeramaddi, Linga Reddy; Awasthi, Navchetan (2024). Minimal data poisoning attack in federated learning for medical image classification: An attacker perspective. Artificial Intelligence in Medicine. ISSN: 0933-3657. 159doi:https://doi.org/10.1016/j.artmed.2024.103024.
  • Y. V., Srinivasa Murthy; Agrawal, Smiti; Malu, Reya; Cenkeramaddi, Linga Reddy; Madhusudhan, K. S. (2024). A Comparative Approach for Weapon Detection from Images using Deep Learning Algorithms. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Nathala, Sai Sree; Yakkati, Rakesh Reddy; Breland, Daniel Skomedal; Yeduri, Sreenivasa Reddy; Manikandan, M. Sabarimalai; Jha, Ajit; Zhou, Jing; Cenkeramaddi, Linga Reddy (2024). A Deep CNN-based Hand Gestures Recognition using High-Resolution Thermal Imaging. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Mohammad, Buran Basha; Dhuli, Venkata Sateeshkrishna; Enduri, Murali Krishna; Cenkeramaddi, Linga Reddy (2024). A Novel Convex Combination-Based Mixed Centrality Measure for Identification of Influential Nodes in Complex Networks. IEEE Access. ISSN: 2169-3536. 12s 123897 - 123920. doi:10.1109/ACCESS.2024.3450296.
  • Mahipathi, Ashoka Chakravarthi; Bethi, Pardhasaradhi; Lingadevaru, Purushottama; Pathipati, Srihari; D’Souza, John; Cenkeramaddi, Linga Reddy (2024). A Survey on Waveform Design for Radar-Communication Convergence. IEEE Access. ISSN: 2169-3536. 12s 75442 - 75461. doi:10.1109/ACCESS.2024.3404628.
  • Patel, Vinitkumar Vasantbhai; Yadav, Arvind R.; Jain, Prateek; Cenkeramaddi, Linga Reddy (2024). A Systematic Kidney Tumour Segmentation and Classification Framework Using Adaptive and Attentive-Based Deep Learning Networks With Improved Crayfish Optimization Algorithm. IEEE Access. ISSN: 2169-3536. 12s 85635 - 85660. doi:10.1109/ACCESS.2024.3410833.
  • Vadakkan, Jomole Varghese; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2024). A Unified ECG Paper Digitization Framework with R-peak Detection for RR Interval Analysis and Deep ECG Learning Applications. 2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI). ISBN: 979-8-3503-7115-4. IEEE conference proceedings. KAPITTEL. s 1 - 6.
  • Joshi, Anushka; Raman, Balasubramanian; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2024). A new machine learning approach for estimating shear wave velocity profile using borelog data. Soil Dynamics and Earthquake Engineering. ISSN: 0267-7261. 177doi:10.1016/j.soildyn.2023.108424.
  • Akarsh K, Nair; Jayakrushna, Sahoo; Cenkeramaddi, Linga Reddy; Gaurav, Jaswal; Ebin Deni, Raj (2024). A streamlined FL framework for process optimisation via client clustering using rough c-means algorithm. CPSS '24: Proceedings of the 10th ACM Cyber-Physical System Security Workshop. ISBN: 979-8-4007-0420-8. Association for Computing Machinery (ACM). KAPITTEL. s 88 - 97.
  • Sreedev, Sreekumar; Shashank, S K; Pathipati, Srihari; Vandana, G S; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Adult and Child Classification Using Automotive Radar for In-Cabin Monitoring. 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). ISBN: 979-8-3503-8592-2. IEEE conference proceedings. KAPITTEL.
  • Pudi, Dhilleswararao; Yang, Yu; Stathis, Dimitrios; Prajapati, Sunil Kumar; Boppu, Srinivas; Hemani, Ahmed; Cenkeramaddi, Linga Reddy (2024). Application Level Synthesis: Creating Matrix-Matrix Multiplication Library, A Case Study. IEEE Access. ISSN: 2169-3536. doi:10.1109/ACCESS.2024.3484175.
  • P, Vishnu Prasad; G S, Vandana; Nandagiri, Ashwin; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Automotive Radar Signal Authentication via Correlation and Power Spectral Density. 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT). ISBN: 979-8-3503-0546-3. IEEE conference proceedings. KAPITTEL. s 29 - 34.
  • Gupta, Khushi Anil; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2024). Breathing Rate Classification using Piezoresistive Sensor utilizing Continuous Wavelet Transform and Lightweight CNN. IEEE Access. ISSN: 2169-3536. 12s 50362 - 50375. doi:10.1109/ACCESS.2024.3384983.
  • Vadakkan, Jomole Varghese; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2024). CNN Based Heart Rate Classification Using ECG Signal Without R-peak Detection for Rhythm-Aware Health and Emotion Monitoring. 2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI). ISBN: 979-8-3503-7115-4. IEEE conference proceedings. KAPITTEL. s 1 - 5.
  • Nandam, Sreevidya; Nathala, Sai Sree; Dayal, Aveen; Manikandan, M. Sabarimalai; Zhou, Jing; Cenkeramaddi, Linga Reddy (2024). Classification of Anomalies in Industrial Machines utilizing Machine Sounds and Deep Learning. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Mahipathi, Ashoka Chakravarthi; Bethi, Pardhasaradhi; Pathipati, Srihari; D’Souza, John; Jena, Paramananda; Zhou, Jing; Cenkeramaddi, Linga Reddy (2024). Communication-aided Target State Estimation in a Cooperative Radar-Communication System. IEEE Transactions on Radar Systems. 2s 832 - 848. doi:10.1109/TRS.2024.3452869.
  • Mohammad, Buran Basha; Dhuli, V Sateeshkrishna; Enduri, Murali Krishna; Cenkeramaddi, Linga Reddy (2024). Convex Isolating Clustering Centrality to Discover the Influential Nodes in Large Scale Networks. IEEE Access. ISSN: 2169-3536. 12s 48404 - 48419. doi:10.1109/ACCESS.2024.3384242.
  • Alli, Sai Prakash; G S, Vandana; Nandagiri, Ashwin; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Cyber Attacking Active FMCW Radar Signal AoA Estimation Using Passive FMCW Radar for ADAS Applications. 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT). ISBN: 979-8-3503-0546-3. IEEE conference proceedings. KAPITTEL. s 248 - 253.
  • Kusum, Lata; Singh, Prashant; Saini, Sandeep; Cenkeramaddi, Linga Reddy (2024). Deep Learning-Based Brain Tumor Detection in Privacy-Preserving Smart Health Care Systems. IEEE Access. ISSN: 2169-3536. 12s 140722 - 140733. doi:10.1109/ACCESS.2024.3456599.
  • B N, Dayananda; Srivastava, Neetesh; G, Achala; Nandagiri, Ashwin; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Depth Information Fusion Using Radar-LiDAR-Camera Experimental Setup for ADAS Applications. 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT). ISBN: 979-8-3503-0546-3. IEEE conference proceedings. KAPITTEL. s 59 - 65.
  • K A, AnoopKumar; B N, Dayananda; G, Achala; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Design of Barker-7 Radar Pulse Compressor Using DSP Architecture Minimization Techniques. 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT). ISBN: 979-8-3503-0546-3. IEEE conference proceedings. KAPITTEL. s 83 - 87.
  • Amendola Netto Andrade, José; Cenkeramaddi, Linga Reddy; Jha, Ajit (2024). Drone Landing and Reinforcement Learning: State-of-Art, Challenges and Opportunities. IEEE Open Journal of Intelligent Transportation Systems. 5s 520 - 539. doi:10.1109/OJITS.2024.3444487.
  • Sonny, Amala; Kumar, Abhinav; Cenkeramaddi, Linga Reddy (2024). Dynamic Targets Occupancy Status Detection utilizing mmWave Radar Sensor and Ensemble Machine Learning. IEEE Open Journal of the Industrial Electronics Society (OJ-IES). ISSN: 2644-1284. 5s 251 - 263. doi:10.1109/OJIES.2024.3377012.
  • Yeduri, Sreenivasa Reddy; Jeeru, Sindhusha; Pandey, Om Jee; Cenkeramaddi, Linga Reddy (2024). Energy-Efficient and Latency-Aware Data Routing in Small-World Internet of Drone Networks. IEEE Transactions on Network and Service Management. ISSN: 1932-4537. doi:10.1109/TNSM.2024.3452414.
  • Vinod, Dinsha; Zhou, Jing; Beferull-Lozano, Baltasar; Cenkeramaddi, Linga Reddy (2024). Event-Triggered Control for a Fog Computing Platform with AI-based Inference. IEEE Xplore Digital Library. doi:10.1109/ICIT58233.2024.10540954.
  • G, Achala; S., Nandana; Jomy, Frankson; M. M., Girish; U., Shripathi Acharya; Pathipati, Srihari; Cenkeramaddi, Linga Reddy (2024). FPGA implementation of SSRS codes for NAND flash memory device. IEEE Access. ISSN: 2169-3536. 12s 140128 - 140143. doi:10.1109/ACCESS.2024.3464235.
  • Narayanan, Sivaranjini Perikamana; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2024). Fast Autocorrelation Feature-Based Infant Cry Detector for Resource-Efficient Affordable Edge Cry Sound Analysis Systems. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Ellore, Ram Chandra Kamavaram; Yakkati, Rakesh Reddy; Yeduri, Sreenivasa Reddy; Boppu, Srinivas; Cenkeramaddi, Linga Reddy (2024). GSM-based Mobile Handset Identification Using RF Fingerprints and Deep Learning on the Edge Computing Devices. IEEE Sensors Journal. ISSN: 1530-437X. doi:10.1109/JSEN.2024.3464742.
  • A., Soumya; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2024). High Precision Single Shot Object Detection in Automotive Scenarios. Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - (Volume 2). ISBN: 978-989-758-679-8. SciTePress. KAPITTEL. s 604 - 611.
  • Pudi, Mohan; B N, Dayananda; G, Achala; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). High-Speed Strassen Matrix Multiplication Accelerators for 2D Kalman Filter. 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). ISBN: 979-8-3503-8592-2. IEEE conference proceedings. KAPITTEL.
  • Mondikathi, Chiranjeevi; Dhuli, V Sateeshkrishna; Enduri, Murali Krishna; Cenkeramaddi, Linga Reddy (2024). Identifying and Ranking of Best Influential Spreaders with Extended Clustering Coefficient Local Global Centrality Method. IEEE Access. ISSN: 2169-3536. 12s 52539 - 52554. doi:10.1109/ACCESS.2024.3387745.
  • Amendola Netto Andrade, José; Cenkeramaddi, Linga Reddy; Jha, Ajit (2024). Image Translation and Reconstruction Using a Single Dual Mode Lightweight Encoder. IEEE Access. ISSN: 2169-3536. 12s 26787 - 26799. doi:10.1109/ACCESS.2024.3365831.
  • Dhilleswararao, Pudi; Malviya, Shivam; Boppu, Srinivas; Yu, Yang; Hemani, Ahmed; Cenkeramaddi, Linga Reddy (2024). Integer Linear Programming-Based Simultaneous Scheduling and Binding for SiLago Framework. IEEE Access. ISSN: 2169-3536. 12s 124081 - 124094. doi:10.1109/ACCESS.2024.3453503.
  • Mohammad, Buran Basha; Dhuli, Venkata Sateeshkrishna; Enduri, Murali Krishna; Cenkeramaddi, Linga Reddy (2024). Isolating Coefficient Based Framework To Recognize Influential Nodes In Complex Networks. IEEE Access. ISSN: 2169-3536. doi:10.1109/ACCESS.2024.3507384.
  • Vadakkan, Jomole Varghese; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2024). Lightweight Time-Domain Statistical Parameter Based Muscle Artifacts Detection for Trustworthy Wearable ECG Analysis Devices. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Yakkati, Rakesh Reddy; Boddu, Anudeep Bhaskar; Bethi, Pardhasaradhi; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2024). Low Probability of Intercept Radar Signal Classification using Multi-Channel 1D-CNN. 2024 10th International Conference on Communication and Signal Processing (ICCSP). ISBN: 979-8-3503-5306-8. IEEE conference proceedings. KAPITTEL. s 536 - 541.
  • Dayal, Aveen; K B, Vimal; Cenkeramaddi, Linga Reddy; C., Krishna Mohan; Kumar, Abhinav; Balasubramanian, Vineeth N (2024). MADG: Margin-based Adversarial Learning for Domain Generalization. NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems. ISBN: 9781713899921. ACM Digital Library. KAPITTEL. s 58938 - 58952.
  • Jena, Paramananda; Singh, Ashutosh; G S, Vandana; Nandagiri, Ashwin; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). MIMO-SAR Image Reconstruction Experiment Using Back-Projection Algorithm With Automotive Radar for ADAS Applications. 2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT). ISBN: 979-8-3503-0546-3. IEEE conference proceedings. KAPITTEL. s 139 - 144.
  • Tiwari, Vaibhav; Pandey, Chandrasen; Yadav, Satyendra Singh; Roy, Diptendu Sinha; Pandey, Om Jee; Cenkeramaddi, Linga Reddy (2024). Maximizing Coverage and Energy Conservation in B5G Networks Using Hexagonal Tiling to Deploy FT-S2ES. IEEE Open Journal of the Communications Society. ISSN: 2644-125X. 5s 2541 - 2554. doi:10.1109/OJCOMS.2024.3389591.
  • Jain, Prateek; Joshi, Amit Mahesh; Mohanty, Saraju P.; Cenkeramaddi, Linga Reddy (2024). Non-Invasive Glucose Measurement Technologies: Recent Advancements and Future Challenges. IEEE Access. ISSN: 2169-3536. 12s 61907 - 61936. doi:10.1109/ACCESS.2024.3389819.
  • Chilamkurthy, Naga Srinivasarao; Hakeem, Shaik Abdul; Tiwari, Satish K.; Ghosh, Anirban; Cenkeramaddi, Linga Reddy; Pandey, Om Jee (2024). Optimal Routing Protocol in LPWAN Using SWC: A Novel Reinforcement Learning Framework. IEEE Sensors Journal. ISSN: 1530-437X. 24 (9). s 15607 - 15619. doi:10.1109/JSEN.2024.3378463.
  • Havås, Robin; Noori, Nadia Saad; Auby, Christian; Cenkeramaddi, Linga Reddy (2024). Optimized Unmanned Aerial Vehicle (UAV) Localization and Autonomous Navigation Stack for Tightly Closed Industrial Spaces. 2024 IEEE International Systems Conference (SysCon). ISBN: 979-8-3503-5880-3. IEEE conference proceedings. KAPITTEL.
  • R., Kothai; N, Prabakaran; Y.V., Srinivasa Murthy; Cenkeramaddi, Linga Reddy; Kakani, Vijay (2024). Pavement Distress Detection, Classification and Analysis using Machine Learning Algorithms: A Survey. IEEE Access. ISSN: 2169-3536. 12s 126943 - 126960. doi:10.1109/ACCESS.2024.3455093.
  • Dhuli, Sateeshkrishna; Atik, Fouzul; Chhabra, Anamika; Singh, Prem; Cenkeramaddi, Linga Reddy (2024). Performance Analysis of Gossip Algorithms for Large Scale Wireless Sensor Networks. IEEE Open Journal of the Computer Society (OJ-CS). 5s 290 - 302. doi:10.1109/OJCS.2024.3397345.
  • Chiranjeevi, Mondikathi; Dhuli, Venkata Sateeshkrishna; Enduri, Murali Krishna; Hajarathaiah, Koduru; Cenkeramaddi, Linga Reddy (2024). Quantifying Node Influence in Networks: Isolating-Betweenness Centrality for Improved Ranking. IEEE Access. ISSN: 2169-3536. 12s 93711 - 93722. doi:10.1109/ACCESS.2024.3424834.
  • Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2024). RL-based Small-World Internet of Drones Network for Low-Latency and Energy-Efficient Data Routing. 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom). ISBN: 979-8-3503-0948-5. IEEE conference proceedings. KAPITTEL. s 245 - 250.
  • Puduru, Vamsi Krishna; Yakkati, Rakesh Reddy; Bethi, Pardhasaradhi; Babu, Korra Sathya; Cenkeramaddi, Linga Reddy (2024). Real-Time Detection of Spot Jamming Attacks in mmWave Radar Systems Using a Lightweight CNN. IEEE Sensors Letters. ISSN: 2475-1472. 8 (12). doi:10.1109/LSENS.2024.3480815.
  • Soma, Anil Kumar; G, Achala; G S, Vandana; Pathipati, Srihari; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2024). Real-Time Radar Imaging With Time Domain Correlation and Doppler Beam Sharpening. 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). ISBN: 979-8-3503-8592-2. IEEE conference proceedings. KAPITTEL.
  • Yalagala, Sivanjaneyulu; Manikandan, M. Sabarimalai; Boppu, Srinivas; Cenkeramaddi, Linga Reddy (2024). Resource-Efficient Derivative PPG-based Signal Quality Assessment Using One-Dimensional CNN with Optimal Hyperparameters for Quality-Aware PPG Analysis. IEEE Access. ISSN: 2169-3536. 12s 141251 - 141267. doi:10.1109/ACCESS.2024.3464231.
  • P., Priakanth; K., Jothimani; S., Gopikrishnan; Cenkeramaddi, Linga Reddy (2024). Smart City Survey on AIoT Using Machine Learning, Deep Learning, and Its Computing Tools. Advances in Distributed Computing and Machine Learning Proceedings of ICADCML 2024, Volume 2. ISBN: 978-981-97-3523-5. Springer. KAPITTEL. s 43 - 55.
  • Sarkar, Debbarni; Yogita, Yogita; Yadav, Satyendra Singh; Cenkeramaddi, Linga Reddy; Pandey, Om Jee (2024). TDRA: Transformer-Based Deep Recurrent Architecture for Automatic Modulation Classification Pertinent to Intelligent-Reflecting-Surface-Assisted Internet of Things Networks. IEEE Internet of Things Journal. ISSN: 2327-4662. 11 (23). s 38907 - 38924. doi:10.1109/JIOT.2024.3455434.
  • Birkeland, Simen; Fjeldvik, Lin Julie; Noori, Nadia Saad; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2024). Thermal video-based hand gestures recognition using lightweight CNN. Journal of Ambient Intelligence and Humanized Computing. ISSN: 1868-5137. doi:10.1007/s12652-024-04851-6.
  • Yeduri, Sreenivasa Reddy; Sharma, Neha; Pandey, Om Jee; Cenkeramaddi, Linga Reddy (2024). Throughput Maximization in Delay-Critical and Energy-Aware SW-UAV-WNs Using Q-Learning. IEEE Open Journal of the Communications Society. ISSN: 2644-125X. doi:10.1109/OJCOMS.2024.3496740.
  • Saji, Sidharth; Manikandan, M. Sabarimalai; Zhou, Jing; Cenkeramaddi, Linga Reddy (2024). Underwater Debris Detection using Visual Images and YOLOv8n for Marine Pollution Monitoring. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Tellefsen, Anders; Yakkati, Rakesh Reddy; Cenkeramaddi, Linga Reddy (2024). Vehicle Type Classification using Lightweight CNN from Aerial Images for Traffic Management Applications. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Nathala, Sai Sree; Yakkati, Rakesh Reddy; Dayal, Aveen; Manikandan, M. Sabarimalai; Zhou, Jing; Cenkeramaddi, Linga Reddy (2024). Vessel Type Classification utilizing Underwater Acoustic Data and Deep Learning. 2024 IEEE 19th Conference on Industrial Electronics and Applications - ICIEA. ISBN: 979-8-3503-6086-8. IEEE (Institute of Electrical and Electronics Engineers). KAPITTEL.
  • Birkeland, Simen; Fjeldvik, Lin Julie; Noori, Nadia Saad; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2024). Video based hand gesture recognition dataset using thermal camera. Data in Brief. ISSN: 2352-3409. doi:10.1016/j.dib.2024.110299.
  • M., Durga Prasad Varma; Yeduri, Sreenivasa Reddy; Yakkati, Rakesh Reddy; Boddu, Anudeep Bhaskar; Cenkeramaddi, Linga Reddy (2024). Wireless Technology Identification Using Continuous Wavelet Transform and Deep Learning. IEEE Sensors Journal. ISSN: 1530-437X. doi:10.1109/JSEN.2024.3467681.
  • Narayanan, Sivaranjini Perikamana; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2024). “Spectrogram and LSTM Based Infant Cry Detection Method for Infant Wellness Monitoring Systems. 2024 16th International Conference on Human System Interaction (HSI). ISBN: 979-8-3503-6291-6. IEEE conference proceedings. KAPITTEL.
  • Joshi, Anushka; Raman, Balasubramanian; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2023). Application of a new machine learning model to improve earthquake ground motion predictions. Natural Hazards. ISSN: 0921-030X. doi:10.1007/s11069-023-06230-4.
  • Sonny, Amala; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2023). Autonomous UAV Path Planning Using Modified PSO for UAV-Assisted Wireless Networks. IEEE Access. ISSN: 2169-3536. 11s 70353 - 70367. doi:10.1109/ACCESS.2023.3293203.
  • Sonny, Amala; Kumar, Abhinav; Cenkeramaddi, Linga Reddy (2023). Carry Object Detection Utilizing mmWave Radar Sensors and Ensemble-Based Extra Tree Classifiers on the Edge Computing Systems. IEEE Sensors Journal. ISSN: 1530-437X. 23 (17). s 20137 - 20149. doi:10.1109/JSEN.2023.3295574.
  • Jomole, Varghese V; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). Compressed ECG Sensing Based Fast/Slow HR and Regular/Irregular Rhythm Recognition for Resource-Constrained Health Monitoring Devices. 2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI). ISBN: 979-8-3503-2138-8. IEEE conference proceedings. KAPITTEL.
  • P N, Sivaranjini; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). Compressed Sensing Based SpO2 and PR Estimation for Improving Resource Utilization Efficiency of Wearables in IoMT Applications. 2023 IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA). ISBN: 979-8-3503-4338-0. IEEE conference proceedings. KAPITTEL. s 30 - 35.
  • Sinha, Nidhi; M. A., Ganesh Kumar; Joshi, Amit Mahesh; Cenkeramaddi, Linga Reddy (2023). DASMcC: Data Augmented SMOTE Multi-Class Classifier for Prediction of Cardiovascular Diseases Using Time Series Features. IEEE Access. ISSN: 2169-3536. 11s 117643 - 117655. doi:10.1109/ACCESS.2023.3325705.
  • Sharma, Jaya; Peketi, Divya; C., Vishnu; Cenkeramaddi, Linga Reddy; B.H., Shekar; C., Krishna Mohan (2023). Deformable and Structural Representative Network for Remote Sensing Image Captioning. VISAPP 2023 : 18th International Conference on Computer Vision Theory and Applications. ISBN: 978-989-758-634-7. SciTePress. KAPITTEL. s 56 - 64.
  • Akella, Sriram Mahateja; Mubasier, Kamar; Michallik, Maximilian; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2023). Distributed Q-Learning-Based UAV-Assisted Small World Wireless Network for Energy-Efficient and Delay-Critical Data Transmission. 2023 2nd International Conference on 6G Networking (6GNet). ISBN: 979-8-3503-0673-6. IEEE conference proceedings. KAPITTEL. s 1 - 7.
  • Amendola Netto Andrade, José; Cenkeramaddi, Linga Reddy; Jha, Ajit (2023). Drone Landing on Moving UGV Platform With Reinforcement Learning Based Offsets. 2023 IEEE International Symposium on Smart Electronic Systems (iSES). ISBN: 979-8-3503-8324-9. IEEE conference proceedings. KAPITTEL. s 16 - 21.
  • Dondup, Thacchan; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). EEG Based Emotion Recognition using Variational Mode Decomposition and Convolutional Neural Network for Affective Computing Interfaces. 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA). ISBN: 979-8-3503-1568-4. IEEE conference proceedings. Conference paper. s 37 - 42.
  • Chalavadi, Vishnu; Khandelwal, Jayesh; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2023). EVAA - Exchange Vanishing Adversarial Attack on LiDAR Point Clouds in Autonomous Vehicles. IEEE Transactions on Geoscience and Remote Sensing. ISSN: 0196-2892. 61doi:10.1109/TGRS.2023.3292372.
  • Andrade, José Amendola Netto; Dayal, Aveen; Cenkeramaddi, Linga Reddy; Jha, Ajit (2023). Edge-Distributed Fusion of Camera-LiDAR for Robust Moving Object Localization. IEEE Access. ISSN: 2169-3536. 11s 73583 - 73598. doi:10.1109/ACCESS.2023.3295212.
  • Andrade, José Amendola Netto; Cenkeramaddi, Linga Reddy; Jha, Ajit (2023). Embedding Clustering using Lightweight Contrastive Learning For Cross-Modal Classification. 2023 8th International Conference on Computer and Communication Systems (ICCCS). ISBN: 978-1-6654-5612-8. IEEE conference proceedings. KAPITTEL. s 732 - 737.
  • Chilamkurthy, Naga Srinivasarao; Karna, Niteesh; Vuddagiri, Vamsidhar; Tiwari, Satish K.; Ghosh, Anirban; Cenkeramaddi, Linga Reddy; Pandey, Om Jee (2023). Energy-Efficient and QoS-Aware Data Transfer in Q-Learning-Based Small-World LPWANs. IEEE Internet of Things Journal. ISSN: 2327-4662. 10 (24). s 22636 - 22649. doi:10.1109/JIOT.2023.3304337.
  • Sahu, Prajwal Kumar; Boppu, Srinivas; Shafik, Rishad Ahmed; Tunheim, Svein Anders; Granmo, Ole-Christoffer; Cenkeramaddi, Linga Reddy (2023). Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine. 2023 International Symposium on the Tsetlin Machine (ISTM). ISBN: 979-8-3503-4477-6. IEEE conference proceedings. Chapter.
  • Nelson, Wilson Ayyanthole; Jha, Ajit; Kumar, Abhinav; Cenkeramaddi, Linga Reddy (2023). Estimation of UAV Count Using Thermal Imaging and Lightweight CNN. 2023 The 11th International Conference on Control, Mechatronics and Automation (ICCMA 2023). ISBN: 978-1-6654-9048-1. IEEE conference proceedings. Conference paper. s 92 - 96.
  • Kusum, Lata; Cenkeramaddi, Linga Reddy (2023). FPGA-Based PUF Designs: A Comprehensive Review and Comparative Analysis. Cryptography. ISSN: 2410-387X. 7 (4). doi:10.3390/cryptography7040055.
  • P N, Sivaranjini; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). Fast Quality-Aware AMDF Based Pulse Rate Estimation from Compressed PPG Measurements for Wearable Vital Signs Monitor. 2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI). ISBN: 979-8-3503-2138-8. IEEE conference proceedings. Conference paper.
  • Mondikathi, Chiranjeevi; Dhuli, Sateeshkrishna; Enduri, Murali Krishna; Cenkeramaddi, Linga Reddy (2023). ICDC: Ranking Influential Nodes in Complex Networks Based on Isolating and Clustering Coefficient Centrality Measures. IEEE Access. ISSN: 2169-3536. 11s 126195 - 126208. doi:10.1109/ACCESS.2023.3328345.
  • P N, Sivaranjini; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). Lightweight Photoplethysmogram (PPG) Waveform Change Detection for Resource-Constrained IoT Enabled Remote Health Monitoring Devices. 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA). ISBN: 979-8-3503-1568-4. IEEE conference proceedings. Conference paper. s 330 - 335.
  • Varghese V., Jomole; Manikandan, M. Sabarimalai; Cenkeramaddi, Linga Reddy (2023). Lightweight Time-Domain HRV Index Extraction from Compressive ECG Measurements for Resource Constrained Edge Health Computing Devices. 2023 IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA). ISBN: 979-8-3503-4338-0. IEEE conference proceedings. Conference paper. s 12 - 17.
  • Pretto, Riccardo; Dayal, Aveen; Oghbasilasie Haile, Yonas; Amendola Netto Andrade, José; Cenkeramaddi, Linga Reddy; Robbersmyr, Kjell Gunnar; Jha, Ajit (2023). Motor Bearing Fault Classification using Laser Sensor and Light Weight CNN. 2023 IEEE International Symposium on Smart Electronic Systems (iSES). ISBN: 979-8-3503-8324-9. IEEE conference proceedings. KAPITTEL. s 27 - 31.
  • Yakkati, Rakesh Reddy; Yeduri, Sreenivasa Reddy; Tripathy, Rajesh Kumar; Cenkeramaddi, Linga Reddy (2023). Multi-Channel Time-Frequency Domain Deep CNN Approach for Machinery Fault Recognition Using Multi-Sensor Time-Series. IEEE Access. ISSN: 2169-3536. 11s 116570 - 116580. doi:10.1109/ACCESS.2023.3324961.
  • A., Soumya; Cenkeramaddi, Linga Reddy; Chalavadi, Vishnu; Lanjewar, Yash Vinod; C., Krishna Mohan (2023). Multi-Target Classification using Deep Learning Models for Automotive Applications. 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA). ISBN: 979-8-3503-1568-4. IEEE conference proceedings. Conference paper. s 31 - 36.
  • Sonny, Amala; Yeduri, Sreenivasa Reddy; Cenkeramaddi, Linga Reddy (2023). Q-learning-based unmanned aerial vehicle path planning with dynamic obstacle avoidance. Applied Soft Computing. ISSN: 1568-4946. 147doi:10.1016/j.asoc.2023.110773.
  • Nelson, Wilson Ayyanthole; Yeduri, Sreenivasa Reddy; Jha, Ajit; Kumar, Abhinav; Cenkeramaddi, Linga Reddy (2023). RL-Based Energy-Efficient Data Transmission Over Hybrid BLE/LTE/Wi-Fi/LoRa UAV-Assisted Wireless Network. IEEE/ACM Transactions on Networking. ISSN: 1063-6692. 32 (3). s 1951 - 1966. doi:10.1109/TNET.2023.3332296.
  • Bhardwaj, Jyotirmoy; Harman, Christopher Peter; Gardiyawasam Pussewalage, Harsha; Cenkeramaddi, Linga Reddy (2023). Real-Time Missing Data Estimation in Water Networks. 2023 IEEE Applied Sensing Conference (APSCON). ISBN: 978-1-6654-6163-4. IEEE conference proceedings. KAPITTEL.
  • A., Soumya; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2023). Recent Advances in mmWave-Radar-Based Sensing, Its Applications, and Machine Learning Techniques: A Review. Sensors. ISSN: 1424-8220. 23 (21). doi:10.3390/s23218901.
  • Nemalidinne, Siva Mouni; Yeduri, Sreenivasa Reddy; Kumar, Abhinav; Cenkeramaddi, Linga Reddy (2023). Short Packet Communications in UAV-NOMA System With Imperfect SIC. IEEE Communications Letters. ISSN: 1089-7798. 27 (10). s 2852 - 2856. doi:10.1109/LCOMM.2023.3304063.
  • Amendola Netto Andrade, José; Cenkeramaddi, Linga Reddy; Jha, Ajit (2023). Single Reinforcement Learning Policy for Landing a Drone Under Different UGV Velocities and Trajectories. 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA). ISBN: 979-8-3503-1568-4. IEEE conference proceedings. Conference paper. s 115 - 120.
  • K, Naveen Kumar; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2023). The Impact of Adversarial Attacks on Federated Learning: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence. ISSN: 0162-8828. 46 (5). s 2672 - 2691. doi:10.1109/TPAMI.2023.3322785.
  • Yakkati, Rakesh Reddy; Yeduri, Sreenivasa Reddy; Tripathy, Rajesh Kumar; Cenkeramaddi, Linga Reddy (2023). Time frequency domain deep CNN for automatic background classification in speech signals. International Journal of Speech Technology. ISSN: 1381-2416. doi:10.1007/s10772-023-10042-z.
  • Salata, Gianluca; Cenkeramaddi, Linga Reddy; Huynh, Khang; Robbersmyr, Kjell Gunnar; Jha, Ajit (2023). Time-Frequency Analysis and Fault Prediction of Motor Bearings Using Millimeter-Wave Radar. IEEE Sensors Journal. ISSN: 1530-437X. 23 (16). s 18718 - 18728. doi:10.1109/JSEN.2023.3292899.
  • Pardhasaradhi, Bethi; Gunnery, Srinath; Mahipathi, Ashoka Chakravarthi; Pathipati, Srihari; Cenkeramaddi, Linga Reddy (2022). A GNSS Position Spoofing Mitigation Algorithm using Sparse Estimation. 2022 IEEE 19th India Council International Conference (INDICON). ISBN: 978-1-6654-7350-7. IEEE conference proceedings. KAPITTEL. s 1 - 6.
  • Yakkati, Rakesh Reddy; Pardhasaradhi, Bethi; Zhou, Jing; Cenkeramaddi, Linga Reddy (2022). A Machine Learning Based GNSS Signal Classification. 2022 IEEE International Symposium on Smart Electronic Systems. ISBN: 979-8-3503-9922-6. IEEE conference proceedings. KAPITTEL. s 532 - 535.
  • Yakkati, Rakesh Reddy; Gade, Anurag; Koduru, Balu Harshavardan; Bethi, Pardhasaradhi; Cenkeramaddi, Linga Reddy (2022). Classification of UAVs Using Time-Frequency Analysis of Remote Control Signals and CNN. 2022 IEEE International Symposium on Smart Electronic Systems. ISBN: 979-8-3503-9922-6. IEEE conference proceedings. KAPITTEL. s 1 - 6.
  • Jha, Ajit; Cenkeramaddi, Linga Reddy; Royo, Santiago (2022). Frequency Domain Analysis and Filter Design of Continuous Wave Frequency Modulated Optical Feedback Signal for Photonic Sensing. 2022 IEEE International Symposium on Smart Electronic Systems. ISBN: 979-8-3503-9922-6. IEEE conference proceedings. KAPITTEL. s 136 - 141.
  • Chakkapall, Suryateja Manikanta; Boppu, Srinivas; Cenkeramaddi, Linga Reddy; Barathram, Ramkumar (2022). Hand Gesture Recognition System in the Complex Background for Edge Computing Devices. 2022 IEEE International Symposium on Smart Electronic Systems. ISBN: 979-8-3503-9922-6. IEEE conference proceedings. KAPITTEL. s 13 - 18.
  • B. H., Shekar; Mannan, Shazia; Habtu, Hailu; C., Krishna Mohan; Cenkeramaddi, Linga Reddy (2022). Performance Analysis of Deep Neural Networks for Covid-19 Detection from Chest Radiographs. Fifteenth International Conference on Machine Vision (ICMV 2022). ISBN: 9781510666191. SPIE - The International Society for Optics and Photonics. KAPITTEL.
  • Yakkati, Rakesh Reddy; Pardhasaradhi, Bethi; Yeduri, Sreenivasa Reddy; Pandey, Om Jee; Cenkeramaddi, Linga Reddy (2022). Power Transmission Line Classification From Images Using Pre-Trained Deep Learning Models. 2022 IEEE International Symposium on Smart Electronic Systems. ISBN: 979-8-3503-9922-6. IEEE conference proceedings. KAPITTEL. s 394 - 397.
  • Pardhasaradhi, Bethi; Lingdevaru, Purushottama; BN, Balarami Reddy; Pathipati, Srihari; Cenkeramaddi, Linga Reddy (2022). Robust Positioning and Grubbs Outlier Test for Navigation in GPS Spoofing Environment. 2022 IEEE 19th India Council International Conference (INDICON). ISBN: 978-1-6654-7350-7. IEEE conference proceedings. KAPITTEL. s 1 - 6.
  • Cenkeramaddi, Linga Reddy (2019). 13th IEEE International Conference on Advanced Networks and Telecommunications Systems, 2019 (IEEE ANTS 2019). ISBN: 978-1-7281-3715-5. IEEE conference proceedings.
  • Dayal, Aveen; Lalla, Rishabh; Cenkeramaddi, Linga Reddy; C., Krishna Mohan; Kumar, Abhinav; Balasubramanian, Vineeth N (2024). Improving Unsupervised Domain Adaptation: A Pseudo-Candidate Set Approach.
  • P., Priakanth; K., Jothimani; S., Gopikrishnan; Cenkeramaddi, Linga Reddy (2024). Smart City Survey on AIoT Using Machine Learning, Deep Learning, and Its Computing Tools.

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