Rajesh M. Hegde
Orcid: 0000-0002-6142-7724
According to our database1,
Rajesh M. Hegde
authored at least 167 papers
between 2003 and 2024.
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Bibliography
2024
Lifetime Improvement in Rechargeable Mobile IoT Networks Using Deep Reinforcement Learning.
IEEE Trans. Circuits Syst. II Express Briefs, August, 2024
Improving Source Tracking Accuracy Through Learning-Based Estimation Methods in SH Domain: A Comparative Study.
IEEE Trans. Artif. Intell., August, 2024
Octant Spherical Harmonics Features for Source Localization Using Artificial Intelligence Based on Unified Learning Framework.
IEEE Trans. Artif. Intell., August, 2024
Socially Aware Network Clustering for Throughput Maximization in Mobile Wireless Sensor Networks.
IEEE Trans. Netw. Serv. Manag., February, 2024
A Novel Resource Management Framework for Blockchain-Based Federated Learning in IoT Networks.
IEEE Trans. Sustain. Comput., 2024
Sparsity-driven loudspeaker gain optimization for sound field reconstruction with spherical microphone array.
Digit. Signal Process., 2024
Sparse reconstruction methods for wideband source localization in spherical harmonics domain.
Digit. Signal Process., 2024
Proceedings of the International Conference on Signal Processing and Communications, 2024
Data Distribution-Aware Model Aggregation for non-IID Data in a Federated Learning Framework.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
DoA Estimation in RIS-Assisted Network via Element Sampling and Sparse Reconstruction.
Proceedings of the 2nd International Conference on 6G Networking, 2024
2023
Spatial audio reproduction over ad hoc loudspeaker array using near-field compensation in spherical harmonics domain.
Digit. Signal Process., October, 2023
An Optimal Reflective Elements Grouping Model for RIS-Assisted IoT Networks Using Q-Learning.
IEEE Trans. Circuits Syst. II Express Briefs, August, 2023
Internet Things, July, 2023
IEEE Trans. Netw. Serv. Manag., March, 2023
Learning based method for near field acoustic range estimation in spherical harmonics domain using intensity vectors.
Pattern Recognit. Lett., January, 2023
Optimal Device Selection in Federated Learning for Resource-Constrained Edge Networks.
IEEE Internet Things J., 2023
Optimal Data Transfer Over RIS-Assisted Edge Networks Using Coordinated 3D Beamforming.
Proceedings of the 28th National Conference on Communications, 2023
Information Loss Minimization in FANET-Aided Rechargeable IoT Networks Using Q-Learning.
Proceedings of the 28th National Conference on Communications, 2023
Proceedings of the 28th National Conference on Communications, 2023
Proceedings of the 28th National Conference on Communications, 2023
Small-World Inspired Neural Network (SW-NN) for an Effective and Accurate Diagnosis of Diabetes.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023
An Unified Data Compression Framework in an IoT Network: Towards Performance Improvement.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023
2022
IEEE Trans. Netw. Serv. Manag., 2022
Robotics Auton. Syst., 2022
Energy-Efficient Data Transfer in Delay-Throughput Constrained Small-World LPWAN Using RISs.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022
Low-latency Data Transfer over SNR Constrained IoT Networks Using Optimal Active RIS Elements: A Q-learning Framework.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022
Mobile Energy Transmitter Scheduling in Energy Harvesting IoT Networks using Deep Reinforcement Learning.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022
Low Latency Federated Learning over Wireless Edge Networks via Efficient Bandwidth Allocation.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Upscaling HOA Signals using Order Recursive Matching Pursuit in Spherical Harmonics Domain.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022
Proceedings of the 27th National Conference on Communications, 2022
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
A Cluster based Sensor-Selection Scheme for Energy-Efficient Agriculture Sensor Networks.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
2020
Cooperative Network Model for Joint Mobile Sink Scheduling and Dynamic Buffer Management Using Q-Learning.
IEEE Trans. Netw. Serv. Manag., 2020
Fault-Resilient Distributed Detection and Estimation Over a SW-WSN Using LCMV Beamforming.
IEEE Trans. Netw. Serv. Manag., 2020
A Deep Learning Framework for Robust DOA Estimation Using Spherical Harmonic Decomposition.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Time Synchronized Node Localization Using Optimal H-Node Allocation in a Small World WSN.
IEEE Commun. Lett., 2020
Optimal relay node selection in time-varying IoT networks using apriori contact pattern information.
Ad Hoc Networks, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the International Conference on Signal Processing and Communications, 2020
Proceedings of the International Conference on Signal Processing and Communications, 2020
Proceedings of the International Conference on Signal Processing and Communications, 2020
Proceedings of the International Conference on Signal Processing and Communications, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Learning Based DOA Estimation in Adverse Acoustic Environment using Co-prime Circular Microphone Array.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
Optimal Relay Node Selection for Robust Data Forwarding Over Time-Varying IoT Networks.
IEEE Trans. Veh. Technol., 2019
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Keyword Spotting in Continuous Speech Using Spectral and Prosodic Information Fusion.
Circuits Syst. Signal Process., 2019
Network lifetime improvement using landmark-assisted mobile sink scheduling for cyber-physical system applications.
Ad Hoc Networks, 2019
A Complex Matrix Factorization Approach to Joint Modeling of Magnitude and Phase for Source Separation.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019
Proceedings of the 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2019
2018
Joint Localization and Data Gathering Over a Small-World WSN With Optimal Data MULE Allocation.
IEEE Trans. Veh. Technol., 2018
IEEE Trans. Veh. Technol., 2018
Client-wise cohort set selection by combining speaker- and phoneme-specific I-vectors for speaker verification.
Multim. Tools Appl., 2018
Cooperative localisation over small world WSN using optimal allocation of heterogeneous nodes.
IET Wirel. Sens. Syst., 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018
Poster: Joint Data Latency and Packet Loss Optimization for Relay-Node Selection in Time-Varying IoT Networks.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018
Stochastic Online Dictionary Learning for Speech Source Localization and Separation in Spherical Harmonic Domain.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Joint Mobile Sink Scheduling and Data Aggregation in Asynchronous Wireless Sensor Networks Using Q-Learning.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Joint Adaptive Impulse Response Estimation and Inverse Filtering for Enhancing In-Car Audio.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Sparsity Based Framework for Spatial Sound Reproduction in Spherical Harmonic Domain.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Localization in Wireless Sensor Networks Using Visible Light in Non-Line of Sight Conditions.
Wirel. Pers. Commun., 2017
Minimum-Phase HRTF Modeling of Pinna Spectral Notches using Group Delay Decomposition.
CoRR, 2017
CoRR, 2017
Node localization over small world WSNs using constrained average path length reduction.
Ad Hoc Networks, 2017
Fusion of spectral and prosodic information using combined error optimization for keyword spotting.
Proceedings of the Twenty-third National Conference on Communications, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Robust online direction of arrival estimation using low dimensional spherical harmonic features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017
Proceedings of the 4th International Conference on Control, 2017
2016
Near-Field Acoustic Source Localization and Beamforming in Spherical Harmonics Domain.
IEEE Trans. Signal Process., 2016
Pervasive Mob. Comput., 2016
Ad Hoc Networks, 2016
Proceedings of the 2016 International Conference on Signal Processing and Communications (SPCOM), 2016
Proceedings of the 2016 International Conference on Signal Processing and Communications (SPCOM), 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Horizontal plane HRTF interpolation using linear phase constraint for rendering spatial audio.
Proceedings of the 24th European Signal Processing Conference, 2016
Binaural source localization using a HRTF data model with enhanced frequency diversity.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
An Efficient Compartmental Model for Real-Time Node Tracking Over Cognitive Wireless Sensor Networks.
IEEE Trans. Signal Process., 2015
Stochastic Cramér-Rao Bound Analysis for DOA Estimation in Spherical Harmonics Domain.
IEEE Signal Process. Lett., 2015
Speech Commun., 2015
Joint source separation and dereverberation using constrained spectral divergence optimization.
Signal Process., 2015
Multi-sensor data fusion methods for indoor activity recognition using temporal evidence theory.
Pervasive Mob. Comput., 2015
Circuits Syst. Signal Process., 2015
Second Order Cone Programming for Sensor Node Localization in Mixed LOS/NLOS Conditions.
CoRR, 2015
Ad Hoc Networks, 2015
Proceedings of the Twenty First National Conference on Communications, 2015
Joint source localization and separation in spherical harmonic domain using a sparsity based method.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A joint sparsity and linear regression based method for customization of median plane HRIR.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
An Adaptive Non Reference Anchor Array Framework for Audio Retrieval in Teleconferencing Environment.
J. Signal Process. Syst., 2014
On the Rapid Prototyping of a Portable Multi Media Acquisition System for Intelligent Meeting Capture.
J. Signal Process. Syst., 2014
Robust Multi-Source Localization Over Planar Arrays Using MUSIC-Group Delay Spectrum.
IEEE Trans. Signal Process., 2014
Cosine Distance Metric Learning for Speaker Verification Using Large Margin Nearest Neighbor Method.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014
Proceedings of the Twentieth National Conference on Communications, 2014
Multi channel speech dereverberation using LP residual cepstrum in an adaptive beamforming framework.
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the Twentieth National Conference on Communications, 2014
3-D mobile node localization using constrained volume optimization over ad-hoc sensor networks.
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the Twentieth National Conference on Communications, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Voice based biometric authentication using collapsing classes discriminative space transform.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
A sparse reconstruction method for speech source localization using partial dictionaries over a spherical microphone array.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Fast modelling of pinna spectral notches from HRTFs using linear prediction residual cepstrum.
Proceedings of the IEEE International Conference on Acoustics, 2014
Extraction of pinna spectral notches in the median plane of a virtual spherical microphone array.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Acoustic echo and noise cancellation using Kalman filter in a modified GSC framework.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Indoor node localization using geometric dilution of precision in ad-hoc sensor networks.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Large margin nearest neighborhood metric learning for i-vector based speaker verification.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Group Delay Based Methods for Speaker Segregation and its Application in Multimedia Information Retrieval.
IEEE Trans. Multim., 2013
Joint noise cancellation and dereverberation using multi-channel linearly constrained minimum variance filter.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Energy efficient optimal node-source localization using mobile beacon in ad-hoc sensor networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013
Event detection in short duration audio using Gaussian Mixture Model and Random Forest Classifier.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013
Robust source localization and tracking using MUSIC-Group delay spectrum over spherical arrays.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Localization of acoustic beacons using iterative null beamforming over ad-hoc wireless sensor networks.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Significance of Parametric Spectral Ratio Methods in Detection and Recognition of Whispered Speech.
EURASIP J. Adv. Signal Process., 2012
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012
MUSIC-group delay based methods for robust DOA estimation using shrinkage estimators.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Joint adaptive beamforming and echo cancellation using a non reference anchor array framework.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
EURASIP J. Adv. Signal Process., 2011
2010
Significance of the MUSIC-group delay spectrum in speech acquisition from distant microphones.
Proceedings of the IEEE International Conference on Acoustics, 2010
On line client-wise cohort set selection for speaker verification using iterative normalization of confusion matrices.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
IEEE Trans. Multim., 2009
Dynamic selection of magnitude and phase based acoustic feature streams for speaker verification.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Significance of group delay based acoustic features in the linguistic search space for robust speech recognition.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Incorporating acoustic feature diversity into the linguistic search space for syllable based speech recognition.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
IEEE Trans. Speech Audio Process., 2007
Significance of Joint Features Derived from the Modified Group Delay Function in Speech Processing.
EURASIP J. Audio Speech Music. Process., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Speech Processing Using Joint Features Derived from the Modified Group Delay Function.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Continuous speech recognition using joint features derived from the modified group delay function and MFCC.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Cluster and Intrinsic Dimensionality Analysis of the Modified Group Delay Feature for Speaker Classification.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Application of the modified group delay function to speaker identification and discrimination.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003