Rajesh M. Hegde

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 98

Top Venues

Publications

Aman Mishra, Yash Garg, Om Jee Pandey, Mahendra Kumar Shukla, Athanasios V. Vasilakos, Rajesh M. Hegde
A Novel Resource Management Framework for Blockchain-Based Federated Learning in IoT Networks. IEEE Trans. Sustain. Comput. 9 (4) (2024)
Arun Goel, Rajesh M. Hegde
Sparse reconstruction methods for wideband source localization in spherical harmonics domain. Digit. Signal Process. 154 (2024)
Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde
Octant Spherical Harmonics Features for Source Localization Using Artificial Intelligence Based on Unified Learning Framework. IEEE Trans. Artif. Intell. 5 (8) (2024)
Deepali Kushwaha, Ananya Mehrotra, Rajesh M. Hegde
Data Distribution-Aware Model Aggregation for non-IID Data in a Federated Learning Framework. NOMS (2024)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
Socially Aware Network Clustering for Throughput Maximization in Mobile Wireless Sensor Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Priyadarshini Dwivedi, Gyanajyoti Routray, Devansh Kumar Jha, Rajesh M. Hegde
Improving Source Tracking Accuracy Through Learning-Based Estimation Methods in SH Domain: A Comparative Study. IEEE Trans. Artif. Intell. 5 (8) (2024)
Gyanajyoti Routray, Rajesh M. Hegde
Sparsity-driven loudspeaker gain optimization for sound field reconstruction with spherical microphone array. Digit. Signal Process. 154 (2024)
Aditya Singh, Rahul Rustagi, Rajesh M. Hegde
Lifetime Improvement in Rechargeable Mobile IoT Networks Using Deep Reinforcement Learning. IEEE Trans. Circuits Syst. II Express Briefs 71 (8) (2024)
Roshan Kumar, Om Jee Pandey, Rajesh M. Hegde
An Unified Data Compression Framework in an IoT Network: Towards Performance Improvement. ANTS (2023)
Aditya Singh, Surender Redhu, Baltasar Beferull-Lozano, Rajesh M. Hegde
Network-aware RF-energy harvesting for designing energy efficient IoT networks. Internet Things 22 (2023)
Gyanajyoti Routray, Rajesh M. Hegde
Spatial audio reproduction over ad hoc loudspeaker array using near-field compensation in spherical harmonics domain. Digit. Signal Process. 142 (2023)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
An Optimal Reflective Elements Grouping Model for RIS-Assisted IoT Networks Using Q-Learning. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Deepali Kushwaha, Surender Redhu, Christopher G. Brinton, Rajesh M. Hegde
Optimal Device Selection in Federated Learning for Resource-Constrained Edge Networks. IEEE Internet Things J. 10 (12) (2023)
Reddy Rakesh, Gyanajyoti Routray, Priyadarshini Dwivedi, Rajesh M. Hegde
Sniper Localization using Acoustic Signal Processing based on Time of Arrivals. NCC (2023)
Shraddha Tripathi, Om Jee Pandey, Linga Reddy Cenkeramaddi, Rajesh M. Hegde
A Socially-Aware Radio Map Framework for Improving QoS of UAV-Assisted MEC Networks. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Shubham Dwivedi, Tushar Sandhan, Om Jee Pandey, Rajesh M. Hegde
Small-World Inspired Neural Network (SW-NN) for an Effective and Accurate Diagnosis of Diabetes. ICCCNT (2023)
Aditya Singh, Yash Dixit, Rajesh M. Hegde
Information Loss Minimization in FANET-Aided Rechargeable IoT Networks Using Q-Learning. NCC (2023)
Priyadarshini Dwivedi, Siddesh Bharat Hazare, Gyanajyoti Routray, Rajesh M. Hegde
Long-Term Temporal Audio Source Localization using SH-CRNN. NCC (2023)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
Optimal Data Transfer Over RIS-Assisted Edge Networks Using Coordinated 3D Beamforming. NCC (2023)
Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde
Learning based method for near field acoustic range estimation in spherical harmonics domain using intensity vectors. Pattern Recognit. Lett. 165 (2023)
Aditya Singh, Rahul Rustagi, Surender Redhu, Rajesh M. Hegde
Mobile Energy Transmitter Scheduling in Energy Harvesting IoT Networks using Deep Reinforcement Learning. WF-IoT (2022)
Poorva Sironja, Surender Redhu, Rajesh M. Hegde, Baltasar Beferull-Lozano
Cluster-based 3D-Beam Power Management in Resource-Constrained Wireless Networks. COMSNETS (2022)
Kishore Vedvyasan, Karan Nathwani, Rajesh M. Hegde
Group Delay based Methods for Detection and Recognition of Whispered Speech. ICPR (2022)
Shraddha Tripathi, Om Jee Pandey, Linga Reddy Cenkeramaddi, Rajesh M. Hegde
Optimal Active Elements Selection in RIS-Assisted Edge Networks for Improved QoS. SAM (2022)
Aditya Singh, Surender Redhu, Rajesh M. Hegde
Energy-Efficient UAV Trajectory Planning in Rechargeable IoT Networks. SPCOM (2022)
Aditya Singh, Surender Redhu, Rajesh M. Hegde
UAV Altitude Optimization for Efficient Energy Harvesting in IoT Networks. NCC (2022)
Munender Varshney, Ravindra Yadav, Vinay P. Namboodiri, Rajesh M. Hegde
Learning Speaker-specific Lip-to-Speech Generation. CoRR (2022)
Deepali Kushwaha, Surender Redhu, Rajesh M. Hegde
Low Latency Federated Learning over Wireless Edge Networks via Efficient Bandwidth Allocation. WF-IoT (2022)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
Energy-Efficient Data Transfer in Delay-Throughput Constrained Small-World LPWAN Using RISs. WF-IoT (2022)
Priyadarshini Dwivedi, Raj Prakash Gohil, Gyanajyoti Routray, Vishnuvardhan Varanasi, Rajesh M. Hegde
Joint DOA Estimation in Spherical Harmonics Domain using Low Complexity CNN. SPCOM (2022)
Mohan Krishna Nutalapati, Lavish Arora, Anway Bose, Ketan Rajawat, Rajesh M. Hegde
A generalized framework for autonomous calibration of wheeled mobile robots. Robotics Auton. Syst. 158 (2022)
Munender Varshney, Ravindra Yadav, Vinay P. Namboodiri, Rajesh M. Hegde
Learning Speaker-specific Lip-to-Speech Generation. ICPR (2022)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
Low-latency Data Transfer over SNR Constrained IoT Networks Using Optimal Active RIS Elements: A Q-learning Framework. WF-IoT (2022)
Gyanajyoti Routray, Sumit Kumar Sahu, Rajesh M. Hegde
Upscaling HOA Signals using Order Recursive Matching Pursuit in Spherical Harmonics Domain. SPCOM (2022)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Learning to Predict Speech in Silent Videos Via Audiovisual Analogy. ICASSP (2022)
Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde
Hybrid SH-CNN-MP Approach for Super Resolution DOA Estimation. IEEECONF (2022)
Shraddha Tripathi, Om Jee Pandey, Rajesh M. Hegde
Joint Optimization of Network Lifetime and SNR in UAV-Assisted Edge Networks. SPCOM (2022)
Tushar Bose, Aala Suresh, Om Jee Pandey, Linga Reddy Cenkeramaddi, Rajesh M. Hegde
Improving Quality-of-Service in Cluster-Based UAV-Assisted Edge Networks. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde
DOA Estimation using Multiclass-SVM in Spherical Harmonics Domain. SPCOM (2022)
Shraddha Tripathi, Surender Redhu, Rajesh M. Hegde
Clustering-Assisted 3D Beamforming for Throughput Maximization in mmWave Networks. ICC Workshops (2021)
Surender Redhu, Amrendra P. Singh, Rajesh M. Hegde, Baltasar Beferull-Lozano
A Cluster based Sensor-Selection Scheme for Energy-Efficient Agriculture Sensor Networks. CCNC (2021)
Aditya Singh, Surender Redhu, Rajesh M. Hegde
Context-Aware RF-Energy Harvesting for IoT Networks. WF-IoT (2021)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Speech Prediction in Silent Videos Using Variational Autoencoders. ICASSP (2021)
Mohan Krishna Nutalapati, Lavish Arora, Anway Bose, Ketan Rajawat, Rajesh M. Hegde
A Generalized Framework for Autonomous Calibration of Wheeled Mobile Robots. CoRR (2020)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Speech Prediction in Silent Videos using Variational Autoencoders. CoRR (2020)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Stochastic Talking Face Generation Using Latent Distribution Matching. CoRR (2020)
Aditya Srivastava, Gyanajyoti Routray, Rajesh M. Hegde
Spatial HRTF Interpolation using Spectral Phase Constraints. SPCOM (2020)
Surender Redhu, Rajesh M. Hegde
Optimal relay node selection in time-varying IoT networks using apriori contact pattern information. Ad Hoc Networks 98 (2020)
Om Jee Pandey, Ved Gautam, Saket Jha, Mahendra Kumar Shukla, Rajesh M. Hegde
Time Synchronized Node Localization Using Optimal H-Node Allocation in a Small World WSN. IEEE Commun. Lett. 24 (11) (2020)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Stochastic Talking Face Generation Using Latent Distribution Matching. INTERSPEECH (2020)
Ajay Dagar, Rajesh M. Hegde
Sparse Framework for Personal Sound Reproduction with Differential Phase Constraint. SPCOM (2020)
Surender Redhu, Rajesh M. Hegde
Cooperative Network Model for Joint Mobile Sink Scheduling and Dynamic Buffer Management Using Q-Learning. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Gyanajyoti Routray, Rajesh M. Hegde
Sparse Plane-wave Decomposition for Upscaling Ambisonic Signals. SPCOM (2020)
Ajay Dagar, Rajesh M. Hegde
Generating Personal Sound Zones using Directional Loudspeakers. ACSSC (2020)
Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde
Bridged Variational Autoencoders for Joint Modeling of Images and Attributes. WACV (2020)
Gyanajyoti Routray, Rajesh M. Hegde
Sparse Framework for Reproduction of NFC-HOA. ACSSC (2020)
Mamilla Sivasankar, Rajesh M. Hegde
Dynamic Subarray Beamforming for Angular Superresolution of Coherent Targets. SPCOM (2020)
Raj Gohil, Aditya Raikar, Gyanajyoti Routray, Rajesh M. Hegde
Learning Based DOA Estimation in Adverse Acoustic Environment using Co-prime Circular Microphone Array. APSIPA (2020)
Vishnuvardhan Varanasi, Harshit Gupta, Rajesh M. Hegde
A Deep Learning Framework for Robust DOA Estimation Using Spherical Harmonic Decomposition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Om Jee Pandey, Ved Gautam, Ha H. Nguyen, Mahendra Kumar Shukla, Rajesh M. Hegde
Fault-Resilient Distributed Detection and Estimation Over a SW-WSN Using LCMV Beamforming. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Mohan Krishna Nutalapati, Lavish Arora, Anway Bose, Ketan Rajawat, Rajesh M. Hegde
Model Free Calibration of Wheeled Robots Using Gaussian Process. IROS (2019)
Mohan Krishna Nutalapati, Lavish Arora, Anway Bose, Ketan Rajawat, Rajesh M. Hegde
Model Free Calibration of Wheeled Robots Using Gaussian Process. CoRR (2019)
Chaitanya Ahuja, Karan Nathwani, Rajesh M. Hegde
A Complex Matrix Factorization Approach to Joint Modeling of Magnitude and Phase for Source Separation. ISSPIT (2019)
Surender Redhu, Rajesh M. Hegde
Low complexity landmark-node tracing in WSNs using multi-agent random walks. ICDCN (2019)
Vishnuvardhan Varanasi, Ayushya Agarwal, Rajesh M. Hegde
Near-Field Acoustic Source Localization Using Spherical Harmonic Features. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Laxmi Pandey, Rajesh M. Hegde
Keyword Spotting in Continuous Speech Using Spectral and Prosodic Information Fusion. Circuits Syst. Signal Process. 38 (6) (2019)
Surender Redhu, Mayank Anupam, Rajesh M. Hegde
Optimal Relay Node Selection for Robust Data Forwarding Over Time-Varying IoT Networks. IEEE Trans. Veh. Technol. 68 (9) (2019)
Surender Redhu, Rajesh M. Hegde
Network lifetime improvement using landmark-assisted mobile sink scheduling for cyber-physical system applications. Ad Hoc Networks 87 (2019)
Surender Redhu, Rajesh M. Hegde
Multi-Sensor Data Fusion for Cluster-based Data Aggregation in IoT Applications. ANTS (2019)
Surender Redhu, Pratyush Garg, Rajesh M. Hegde
Joint Mobile Sink Scheduling and Data Aggregation in Asynchronous Wireless Sensor Networks Using Q-Learning. ICASSP (2018)
Surender Redhu, Rahul Mahavar, Rajesh M. Hegde
Energy-efficient wake-up radio protocol using optimal sensor-selection for IoT. WCNC (2018)
Waquar Ahmad, Harish Karnick, Rajesh M. Hegde
Client-wise cohort set selection by combining speaker- and phoneme-specific I-vectors for speaker verification. Multim. Tools Appl. 77 (7) (2018)
Vishnuvardhan Varanasi, Ayushya Agarwal, Rajesh M. Hegde
Radial Filter Design Using Kaiser Window Polynomials for Speech Source Separation. SPCOM (2018)
Ajay Dagar, Satyavolu Sai Nitish, Rajesh M. Hegde
Joint Adaptive Impulse Response Estimation and Inverse Filtering for Enhancing In-Car Audio. ICASSP (2018)
Aditya Raikar, Sourya Basu, Rajesh M. Hegde
Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors. GlobalSIP (2018)
Om Jee Pandey, Rajesh M. Hegde
Cooperative localisation over small world WSN using optimal allocation of heterogeneous nodes. IET Wirel. Sens. Syst. 8 (4) (2018)
Gyanajyoti Routray, Rajesh M. Hegde
Sparsity Based Framework for Spatial Sound Reproduction in Spherical Harmonic Domain. EUSIPCO (2018)
Om Jee Pandey, Rajesh M. Hegde
Low-Latency and Energy-Balanced Data Transmission Over Cognitive Small World WSN. IEEE Trans. Veh. Technol. 67 (8) (2018)
Surender Redhu, Mukund Maheshwari, Kshitij Yeotikar, Rajesh M. Hegde
Poster: Joint Data Latency and Packet Loss Optimization for Relay-Node Selection in Time-Varying IoT Networks. MobiCom (2018)
Vishnuvardhan Varanasi, Rajesh M. Hegde
Stochastic Online Dictionary Learning for Speech Source Localization and Separation in Spherical Harmonic Domain. ICASSP (2018)
Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde
Second order cone programming based localization method for Internet of Things. CoDIT (2017)
Shreyan Chowdhury, Tanaya Guha, Rajesh M. Hegde
Music Tempo Estimation Using Sub-Band Synchrony. INTERSPEECH (2017)
Surender Redhu, Rajesh M. Hegde
Energy-efficient landmark tracing in WSNs using random walks on network graphs. COMSNETS (2017)
Om Jee Pandey, Akshay Mahajan, Rajesh M. Hegde
Cooperative localization in small world wireless sensor networks. COMSNETS (2017)
Laxmi Pandey, Kuldeep Chaudhary, Rajesh M. Hegde
Fusion of spectral and prosodic information using combined error optimization for keyword spotting. NCC (2017)
Sandeep Reddy C, Rajesh M. Hegde
Minimum-Phase HRTF Modeling of Pinna Spectral Notches using Group Delay Decomposition. CoRR (2017)
Sudhir Kumar, Rajesh M. Hegde
A Review of Localization and Tracking Algorithms in Wireless Sensor Networks. CoRR (2017)
Vishnuvardhan Varanasi, Rajesh M. Hegde
Robust online direction of arrival estimation using low dimensional spherical harmonic features. ICASSP (2017)
Om Jee Pandey, Rajesh M. Hegde
Node localization over small world WSNs using constrained average path length reduction. Ad Hoc Networks 67 (2017)
Om Jee Pandey, Richika Sharan, Rajesh M. Hegde
Localization in Wireless Sensor Networks Using Visible Light in Non-Line of Sight Conditions. Wirel. Pers. Commun. 97 (4) (2017)
C. Sandeep Reddy, Rajesh M. Hegde
Horizontal plane HRTF interpolation using linear phase constraint for rendering spatial audio. EUSIPCO (2016)
Lalan Kumar, Guoan Bi, Rajesh M. Hegde
The spherical harmonics root-music. ICASSP (2016)
C. Sandeep Reddy, Rishika Agarwal, Lavisha Aggarwal, Rajesh M. Hegde
Binaural source localization using a HRTF data model with enhanced frequency diversity. EUSIPCO (2016)
Sudhir Kumar, Rajesh M. Hegde, Niki Trigoni
Gaussian Process Regression for Fingerprinting based Localization. Ad Hoc Networks 51 (2016)
Lalan Kumar, Rajesh M. Hegde
Near-Field Acoustic Source Localization and Beamforming in Spherical Harmonics Domain. IEEE Trans. Signal Process. 64 (13) (2016)
Isha Agrawal, Rajesh M. Hegde
Radial filters for near field source separation in spherical harmonic domain. ICASSP (2016)
Dhananjay Ram, Debasis Kundu, Rajesh M. Hegde
A Bayesian Approach to Estimation of Speaker Normalization Parameters. CoRR (2016)
Sudhir Kumar, Rajesh M. Hegde
Multi-sensor data fusion methods for indoor localization under collinear ambiguity. Pervasive Mob. Comput. 30 (2016)
Sudhir Kumar, Shriman Narayan Tiwari, Rajesh M. Hegde
Greedy node localization in mobile sensor networks using Doppler frequency shift. ACSSC (2015)
Aseem Kushwah, Sudhir Kumar, Rajesh M. Hegde
Multi-sensor data fusion methods for indoor activity recognition using temporal evidence theory. Pervasive Mob. Comput. 21 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rajesh M. Hegde