Rajesh M. Hegde

Orcid: 0000-0002-6142-7724

According to our database1, Rajesh M. Hegde authored at least 155 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Socially Aware Network Clustering for Throughput Maximization in Mobile Wireless Sensor Networks.
IEEE Trans. Netw. Serv. Manag., February, 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

Network-aware RF-energy harvesting for designing energy efficient IoT networks.
Internet Things, July, 2023

A Socially-Aware Radio Map Framework for Improving QoS of UAV-Assisted MEC Networks.
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

Sniper Localization using Acoustic Signal Processing based on Time of Arrivals.
Proceedings of the 28th National Conference on Communications, 2023

Long-Term Temporal Audio Source Localization using SH-CRNN.
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
Improving Quality-of-Service in Cluster-Based UAV-Assisted Edge Networks.
IEEE Trans. Netw. Serv. Manag., 2022

A generalized framework for autonomous calibration of wheeled mobile robots.
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

Joint Optimization of Network Lifetime and SNR in UAV-Assisted Edge Networks.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Energy-Efficient UAV Trajectory Planning in Rechargeable IoT Networks.
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

DOA Estimation using Multiclass-SVM in Spherical Harmonics Domain.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Joint DOA Estimation in Spherical Harmonics Domain using Low Complexity CNN.
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

UAV Altitude Optimization for Efficient Energy Harvesting in IoT Networks.
Proceedings of the 27th National Conference on Communications, 2022

Optimal Active Elements Selection in RIS-Assisted Edge Networks for Improved QoS.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

Group Delay based Methods for Detection and Recognition of Whispered Speech.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Learning Speaker-specific Lip-to-Speech Generation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Learning to Predict Speech in Silent Videos Via Audiovisual Analogy.
Proceedings of the IEEE International Conference on Acoustics, 2022

Cluster-based 3D-Beam Power Management in Resource-Constrained Wireless Networks.
Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

Hybrid SH-CNN-MP Approach for Super Resolution DOA Estimation.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Context-Aware RF-Energy Harvesting for IoT Networks.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Clustering-Assisted 3D Beamforming for Throughput Maximization in mmWave Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Speech Prediction in Silent Videos Using Variational Autoencoders.
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

Bridged Variational Autoencoders for Joint Modeling of Images and Attributes.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Spatial HRTF Interpolation using Spectral Phase Constraints.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Dynamic Subarray Beamforming for Angular Superresolution of Coherent Targets.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Sparse Plane-wave Decomposition for Upscaling Ambisonic Signals.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Sparse Framework for Personal Sound Reproduction with Differential Phase Constraint.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Stochastic Talking Face Generation Using Latent Distribution Matching.
Proceedings of the Interspeech 2020, 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

Sparse Framework for Reproduction of NFC-HOA.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Generating Personal Sound Zones using Directional Loudspeakers.
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

Near-Field Acoustic Source Localization Using Spherical Harmonic Features.
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

Model Free Calibration of Wheeled Robots Using Gaussian Process.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Low complexity landmark-node tracing in WSNs using multi-agent random walks.
Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019

Multi-Sensor Data Fusion for Cluster-based Data Aggregation in IoT Applications.
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

Low-Latency and Energy-Balanced Data Transmission Over Cognitive Small World WSN.
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

Energy-efficient wake-up radio protocol using optimal sensor-selection for IoT.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Radial Filter Design Using Kaiser Window Polynomials for Speech Source Separation.
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

Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors.
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

A Review of Localization and Tracking Algorithms in Wireless Sensor Networks.
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

Music Tempo Estimation Using Sub-Band Synchrony.
Proceedings of the Interspeech 2017, 2017

Robust online direction of arrival estimation using low dimensional spherical harmonic features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Energy-efficient landmark tracing in WSNs using random walks on network graphs.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

Cooperative localization in small world wireless sensor networks.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

Second order cone programming based localization method for Internet of Things.
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

Multi-sensor data fusion methods for indoor localization under collinear ambiguity.
Pervasive Mob. Comput., 2016

A Bayesian Approach to Estimation of Speaker Normalization Parameters.
CoRR, 2016

Gaussian Process Regression for Fingerprinting based Localization.
Ad Hoc Networks, 2016

The spherical harmonics root-music.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Radial filters for near field source separation in spherical harmonic domain.
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

Robust acoustic echo cancellation using Kalman filter in double talk scenario.
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

Probabilistic Detection Methods for Acoustic Surveillance Using Audio Histograms.
Circuits Syst. Signal Process., 2015

Second Order Cone Programming for Sensor Node Localization in Mixed LOS/NLOS Conditions.
CoRR, 2015

Sensor node tracking using semi-supervised Hidden Markov Models.
Ad Hoc Networks, 2015

Sniper localization using passive acoustic measurements over an ad-hoc sensor array.
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 INTERSPEECH 2015, 2015

Hybrid maximum depth-kNN method for real time node tracking using multi-sensor data.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Representation and modeling of spherical harmonics manifold for source localization.
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

Greedy node localization in mobile sensor networks using Doppler frequency shift.
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

A Bayesian approach to speaker normalization using vowel formant frequency.
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

Monaural speaker segregation using group delay spectral matrix factorization.
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

A range-free tracking algorithm in vehicular ad-hoc networks.
Proceedings of the Twentieth National Conference on Communications, 2014

New encoding schemes for efficient multilingual text messaging.
Proceedings of the Twentieth National Conference on Communications, 2014

Domain specific audio indexing using linguistic information.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Speech dereverberation in multisource environment using LCMV filter.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Active Speaker Detection using audio-visual sensor array.
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 INTERSPEECH 2014, 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

Near-field source localization using spherical microphone array.
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 INTERSPEECH 2013, 2013

Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech.
Proceedings of the INTERSPEECH 2013, 2013

Doppler based speed estimation of vehicles using passive sensor.
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

Multiple source localization using randomly distributed wireless sensor nodes.
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

Multi channel reverberant speech enhancement using LP residual cepstrum.
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

An Adaptive Non Reference Anchor Array Framework for Distant Speech Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Distant Speaker Verification Using a Combined Family of MVDR Estimates.
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
On the Soft Fusion of Probability Mass Functions for Multimodal Speech Processing.
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
On the Design and Prototype Implementation of a Multimodal Situation Aware System.
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 INTERSPEECH 2008, 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
Significance of the Modified Group Delay Feature in Speech Recognition.
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

Spectral Estimation of Voiced Speech using a Family of MVDR Estimates.
Proceedings of the IEEE International Conference on Acoustics, 2007

Sentient Networks: A New Dimension in Network Capability.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Automatic identification of bird calls using Spectral Ensemble Average Voice Prints.
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
The modified group delay feature: a new spectral representation of speech.
Proceedings of the INTERSPEECH 2004, 2004

Continuous speech recognition using joint features derived from the modified group delay function and MFCC.
Proceedings of the INTERSPEECH 2004, 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
Segmentation of speech into syllable-like units.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003


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