PhD Research Topics

PhD Research Topics

PhD research topic presented below is gathered based on current research trend by our eminent research team. For Every topic, we have a separate technical expert who gathers premium topics from High Impact journals and updates them continuously.

Network Routing
Network Routing
  • Bio-Inspired Routing
  • Deep Learning based Routing
  • Route by Hybrid Protocols
  • Routing Protocols Design
  • Multi-Criteria based Routing
  • Network Structure/Topology based Routing
5G Network
5G Network
  • Network Slicing
  • New Waveform & Channel Modeling
  • Resource & Spectrum Allocation
  • Energy Harvesting in URLLC & eNBB
  • Privacy & Security Preservation
  • Radio Network Technologies for Multi-RAT
Artificial Neural Network
Artificial Neural Network
  • VM Swapping by New Deep ANN
  • Self-Diagnosis of Medical Field
  • Text, Character, & Symbols Detection
  • Robots (e.g. Walk Climbing Painting)
  • Mixing with other methods (e.g. Optimization)
  • Massive Data Analysis with Differential Privacy
  • Geometry Processing & Modeling
Network
Network
  • Cross Layer Design in Wireless Networks
  • Multimedia Transmission in HetNets
  • Next Generation Wireless Networks
  • Many to One Wireless Flows
  • Channel Rate Adaptation in Wireless Networks
  • Multi-Hop Energy Constrained Wireless Network
Power Electronics
Power Electronics
  • Renewable Energy Systems
  • Transformer Fault Prediction
  • Energy Forecasting System
  • Motors / Battery Storage Monitoring
  • Load Supply in Off-grid /On-grid
  • Islanding / Non Islanding Detection
LTE
LTE
  • HD Video Streaming
  • Mobile Data Networking
  • Carrier / Channel Aggregation
  • Delay Sensitive Packet Scheduling
  • Scheduling Inter & Intra Cell Resource
  • Uplink & Downlink Synchronization
RPL Protocol
RPL Protocol
  • QoS /Traffic aware Routing
  • Security & Privacy Measurements
  • DODAG Fault Tolerance
  • Network Traffic Balancing
  • Traffic / Congestion Control
  • Mobility Control
Industrial Internet of Things
Industrial Internet of Things
  • Energy Management
  • Edge for Brownfield IIoT
  • Smart Supply Chain (Logistics 4.0)
  • Cobots in Manufacturing Application
  • Carbon Neutral Production By Smart Actuators
  • Data Deduplication Detection over Fog – IIoT
Wireless
Wireless
  • Scalable Parameterization
  • Channel & Self-Interference Avoidance
  • Heterogeneity of Wireless Devices
  • Interference aware Radio Resource Allocation
  • Dynamic Frequency Hopping
  • Data Suppression & Compression
Vein Recognition
Vein Recognition
  • Hand Vein
  • Palm Vein
  • Eye Vein
  • Combined Vein
  • Apple Patents Infrared Vein
  • Authentication Vein System
Software Engineering
Software Engineering
  • Agile Method Analysis & Fact Extraction
  • Software Migration & Reconstruction
  • Service Oriented Software Development
  • Software Quality Checking & Simulation
  • Software Visualization & Recovery
  • Software Repository for Mining & Analytics
Cloud Computing Security
Cloud Computing Security
  • Attacks Detection & Mitigation
  • User Identity Management
  • Hashing & Pattern based Security
  • Privacy Preserving Public Auditing
  • Single / Multi Factor Authentication Monitor
  • Analyze & Log User Access
Arduino
Arduino
  • Health & smart home monitoring
  • Power track & control in PV panel
  • 3G/4G/5G using Arduino for real-time
  • Automated vehicles control
  • Truck platoon coordination vehicles
  • 3D printed Open Source Robotic Arm
MIMO
MIMO
  • MIMO Routing
  • Hybrid Beamforming
  • Interference Management
  • Channel Characterization
  • Pilot Contamination
  • 3D Channel Modeling
Wind Turbine Solar Energy
Wind Turbine Solar Energy
  • Dynamic Mode Selection
  • Optimal Battery Equalization
  • Unidirectional Dual Bridge Topology
  • Linear Active Disturbance Rejection
  • Optimal Sizing by Deep Learning
  • Power Peak Load Shifting Mixing
Signals & Systems
Signals & Systems
  • Physiological Signal in E-Healthcare
  • Optical Signal Modulation for RAN
  • Compression & Expansion of Signals
  • Analog mixed & RF signal processing
  • VLSI & ASIC & FPGAs signal processing
  • Affective/Emotional Computing
Solar Energy Systems
Solar Energy Systems
  • Passivated Edge for Silicon PV-Cells
  • Multi-agent Energy Management
  • Power Quality Improvement
  • PV Energy Harvesting by Multicharger
  • Distributed PV Generation & Penetration
  • Multi-Class Fault Detection in Off-Grid
Industrial Electronics
Industrial Electronics
  • Industrial Control Systems
  • URLLC in Industrial Networks
  • High-Speed Control Interconnects
  • Automatic Tuning of Industrial Elements
  • Energy Harvesting Smart Industrial Sensors
  • Applications Design via Industrial Standards
Green Electronics
Green Electronics
  • User Centric Networks
  • Low Power Systems
  • Waste Recycling
  • Software & Hardware Interaction
  • Energy Efficacy in Consumer Electronics
  • Green Electronic Design & Optimization
Power Systems
Power Systems
  • Abnormal Load Identification
  • Smart Grid (Continuous Power Flow)
  • New Resources System (Biogas & Alagal)
  • Multi-Microgrid Optimization & Design
  • Hybrid Power System (e.g. Wind + Solar)
  • Autonomous Power Generation & Control
Currency Recognition
Currency Recognition
  • Identification Mark
  • Shape & Texture
  • Center numeral & Fluorescence
  • Country seal & Intaglio Printing
  • Micro letters & Watermark
  • Latent image & Bleed Lines
Finger Vein Recognition
Finger Vein Recognition
  • On the Fly Finger Vein
  • Full View / MultiView
  • Multimodality (PET/CT)
  • 3D / 4D based Finger Vein
  • Pixel / Feature Point Grouping
  • Deep Learning with Multi-Feature
Skull Identification
Skull Identification
  • Video & Image based Superimposition
  • AC & PC landmark mechanism
  • Sex & Race identification using 3D image
  • Post mortem & ante mortem image
  • 3D & weighted Land mark based approach
  • Multi – Radon Transform FFT and so on
Face Emotion Recognition
Face Emotion Recognition
  • Pixel selection & Dual Vision Method
  • Pose & Age Invariant mechanism
  • Feature clustering & also Selection
  • BoW & BoVW Dictionary Learning
  • Landmark & multi-feature assisted recognition
  • Coupled face & emotion recognition
Fingerprint Recognition
Fingerprint Recognition
  • Live Acquisition of Fingerprint
  • Accurate Pixel Level Entropy
  • Indexing Fingerprints Extraction
  • Contactless Fingerprint Recognition
  • Fingerprint Crowdsourcing
  • Clustering & Matching Fingerprint
Iris Recognition
Iris Recognition
  • Cancelable feature extrication
  • Haar feature extraction
  • 3D/4D Iris Structure Recognition
  • Non Cooperative Iris Recognition
  • Specular Reflection Removal
Remote Sensing
Remote Sensing
  • Image Recognition / Classification
  • Geo Data Collection & Separation
  • Disasters Detection & Prevention
  • Geo Applications (Agriculture & Hydrology)
  • Land Cover Detection (LiDAR/RADAR)
  • Precision Agriculture in Satellite Imaging
Face Recognition
Face Recognition
  • Facial Diet Maintenance
  • Face Sketch Synthesis
  • Facial Expression Detection
  • Face Familiarity Detection
  • Age Invariant Face Recognition
  • Preserve Person De-Identification
Biometrics Identification
Biometrics Identification
  • Person Re-Identification
  • Continuous Authentication
  • Human Behavior Analysis
  • Multimodal Biometrics
  • Soft & Cardiovascular Biometrics
  • Identity Management (Smart Devices)
Computer Vision & Pattern Recognition
Computer Vision & Pattern Recognition
  • Image-Based 3D Reconstruction
  • Image-Based Localization
  • Multimedia Data Processing
  • Character Animation (2D to 3D Motion)
  • Multi-Robot Pattern Recognition & ML
  • DL based Computer Vision
Mobile Cloud Computing
Mobile Cloud Computing
  • Mobile Cloud Apps Development
  • Energy aware Mobile Computing
  • Mobile Multimedia Discovery
  • Resource Consuming Applications
  • Task Offloading Decision
  • Heterogeneous Mobile Communication
Ubiquitous Computing
Ubiquitous Computing
  • Ubiquitous Connectivity in IoT
  • Semantic Technologies
  • Context based Ontology Construction
  • Security Issues in Ubiquitous Computing
  • Web –based Access (Any User Place & Time)
  • Ubiquitous Social Computing
Soft Computing
Soft Computing
  • Packet / Data Stream Modeling
  • Online / Offline Fault Diagnosis
  • Uncertainty in Geographical Data
  • Optimization of Results
  • Process Control & Predict Outputs
  • Software & Multiple Agents Utilization
Pervasive Computing
Pervasive Computing
  • Social Impact Analysis
  • Service Storage & Discovery
  • AI in Pervasive Systems
  • Patients Healthcare Management
  • Cyber Physical Pervasive Computing
  • Online / Offline Pervasive Computing
Fog Computing
Fog Computing
  • Data Loss Prevention
  • Task Offloading Among Fog Nodes
  • Automatic Software Updates
  • Edge Resource Management
  • System & Service Management
  • Secure Fog Assisted Computing
Grid Computing
Grid Computing
  • Grid based Data Processing
  • Query Search & Retrieval
  • Query Reformulation
  • Scheduling Authorized Requests
  • Grid Resource Management
  • Server Placement in Regions
Distributed Computing
Distributed Computing
  • Fault Tolerance & Dependability
  • Federated ML in Edge Nodes
  • Distributed Ledger Management
  • Autonomous Distributed Systems
  • Distributed Nodes Energy Management
  • Security & Privacy in Distributed Systems
Mobile Computing
Mobile Computing
  • Load Balancing (Resources & Tasks)
  • Semantic Web in Urban MC (Web 3.0)
  • Distributed Users Authentication
  • User Behavior Analysis & Modeling
  • Energy-aware MC for Next-Gen Networks
  • Semantic / Context Awareness Computing
Dependable Secure Computing
Dependable Secure Computing
  • Cyper Physical Systems
  • Noise Aware Secure System
  • Soft Error Analysis & Correction
  • Botnet / Faults Detection
  • Distributed
  • & Phishing Attacks Detection
  • Secure & Trusted Ecosystem
Context Aware Computing
Context Aware Computing
  • Context-Aware IR
  • Clustering & Collaboration
  • Context based Ontology
  • Services Responses by Agents
  • Inter Agent Communication
  • Context Aware Security
Cloud Computing
Cloud Computing
  • Load Balancing
  • Federated Cloud
  • Task Scheduling
  • Resource Management
  • Inter & Intra VM Migration
  • Secure Cloud Virtualization
OFDM Wireless Communication
OFDM Wireless Communication
  • Initial Uplink Synchronization
  • Nearest Antenna Selection
  • Adaptive or Spatial Modulation
  • PAPR Mitigation
  • Multiple Access (SCMA & PDMA)
  • Waveforms (Filtered OFDM)
Molecular Communication
Molecular Communication
  • Adjustment of power
  • Demodulation & ISI mitigation
  • Reactive obstacle prediction
  • Localization schemes
  • Channel coding & aggregation
  • Co-channel interference reduction
Optical Communication
Optical Communication
  • DWDM in Fiber Optic
  • Hybrid Optical-Wireless Systems
  • Packet Switching & Optimal Routing
  • Secure Optical with Visual MIMO
  • Burst Loss Probability Reduction
  • Flexible Branching of an Optical Fiber
Satellite Communication
Satellite Communication
  • UAV to Satellite optical
  • Low earth orbit satellite
  • M2M satellite communication
  • Heterogeneous satellite-cooperative
  • Hybrid satellite terrestrial relay network
  • Inter-satellite Optical communication
D2D Communication
D2D Communication
  • Best Relay Selection
  • Power Allocation
  • D2D Enabled Cellular Networks
  • Adaptive Multiple D2D Pairs
  • Coverage & Capacity Improvement
  • Joint Models (Power allocation & scheduling)
Wireless Communication
Wireless Communication
  • Self-Blockage aware Beamforming
  • Multi-path Parallel Multimedia Routing
  • Energy Efficient Cell Sectorization
  • Small Satellite Constellations in 5G / B5G
  • AI based Resource Allocation
  • MAC Frame Synchronization
Network Communication
Network Communication
  • Flying Vehicle Communication
  • Submarine Data Transmission
  • Visual MIMO System for Large-Scale Networks
  • mmWave & THz b& for LOS & NLOS Systems
  • Telecommunication St & ards
  • Energy Efficient Network Management & Node Deployment
M2M Communication
M2M Communication
  • Traffic Offloading & Management
  • M2M based Radio Link Concept
  • Short & Long Range Mesh Communication Sensor
  • Smart & Device Management
  • Spectral Efficiency Improvement
  • Dynamic Radio Resource Allocation
Telecommunication
Telecommunication
  • Ultra-wide band for multimedia streaming
  • Multi-RAT secure slicing in HetNets
  • Small cell management & optimization
  • Service oriented interoperability in B5G
  • Coexistence of OFDMA & NAMO
  • Traffic differentiation for QoS & QoE
Mobile Communication
Mobile Communication
  • Mobile VNFs Orchestration
  • Containerized Mobile Services
  • Quantum Mobile Communication
  • Physical Layer Mobile Communication
  • SDN / NFV Mobile Communication
  • Scalability Improvement (High Connections)
V2X Communication
V2X Communication
  • Channel Equalization & Tracking
  • Trust model for security
  • Clustering & routing of packets
  • Enhanced MAC protocol design
  • 3D Beam alignment & Blockage mitigation
  • Offloading & resource allocation at edge
 
Artificial Intelligence
Artificial Intelligence
  • Multimedia Indexing & Retrieval
  • Smart supply chain & logistics
  • Robot & Multi-Robot Systems
  • Industrial Production Control
  • Interoperability between cloud & fog
  • Knowledge based learning by multi-agents
Deep Learning
Deep Learning
  • Multi-Modality Motion Analysis
  • Wireless Security & Routing
  • Tumor segmentation & interpretation
  • 3D surface reconstruction
  • Anosmia feature by COVID-19
  • Disaster mitigation & recovery
Pattern Analysis Machine Intelligence
Pattern Analysis Machine Intelligence
  • Structural
  • Statistical & Syntactic PR
  • Multi-Modal Integration
  • Psychology Behavioral Modals
  • Image & Action Recognition
  • Object Detection by Deep Learning
Computer Graphics
Computer Graphics
  • Point Based Graphics
  • 3D / 4D Image Reconstruction
  • Multiresolution Modeling
  • Stylized Rendering
  • Shape Editing & Mesh Warp
  • Geometry Processing & Modeling
Brain Computer Interface
Brain Computer Interface
  • Multi-Modal BCI
  • Mental Status Identification
  • Neurofeedback Prediction
  • Neuroergonomics cBCIs
  • Environment / User Adaptive BCIs
  • Environmental Control (e.g. Lights)
Virtual Augmented Reality
Virtual Augmented Reality
  • Robot Perception & Learning
  • Visual SLAM & Motion Tracking
  • 3D Point Cloud Generation
  • Scene Analysis & Reconstruction
  • Marker-based & Markerless AR
  • Image Multi-view from Sensors
Biomedical Signal Processing
Biomedical Signal Processing
  • Biomedical Signal Classification
  • ECG Power-Line Interference Detection
  • Warping for Multi-Dimensional Signals
  • Multiscale Biomedical Signal Analysis
  • EEG/ECG Signal Authentication
  • Multichannel Biomedical Signal Clustering
Medical Image Processing
Medical Image Processing
  • Earlier Disease Diagnosis
  • 3D Image Reconstruction
  • GITract WCE Localization 3D & 4D & 5D Medical Imaging
  • Lossless Image Coding for HD Images
  • Content–based Medical Image Retrieval
Digital Image Processing
Digital Image Processing
  • Image Completion / Texture Synthesis
  • High Quality & Real-time Visualization
  • Visual Watermarking (Fragile
  • Semi-fragile)
  • Content based Image / Video Retrieval
  • Image Registration
  • & Enhancement
  • RGBD Sensors & Visual Analytics
Digital Signal Processing
Digital Signal Processing
  • Active & passive processing
  • Radio Signal Classification
  • Signal Modulation & Demodulation
  • Channel Estimation & Hybrid Precoding
  • Discrete-time & continuous signals processing
  • Filters Design for specific signal applications
Software Engineering
Software Engineering
  • Agile Method Analysis & Fact Extraction
  • Software Migration & Reconstruction
  • Service Oriented Software Development
  • Software Quality Checking & Simulation
  • Software Visualization & Recovery
  • Software Repository for Mining & Analytics
Video Processing
Video Processing
  • CCTV Real Video Tracking
  • Car Moving for Pedestrian Tracking
  • Motion Estimation in Live Video
  • BoW & BoVW Generation
  • Video Retrieval & Indexing
  • Human / Object Tracking
Natural Language Processing
Natural Language Processing
  • Named entity recognition
  • Multilingual NLP
  • Dialog & interactive systems
  • Empirical Methods in NLP
  • Lexical semantics & Syntactic analysis
  • QA Systems & Attention Mechanism
Data Mining
Data Mining
  • Information Hiding
  • Fraud Detection
  • Big Sensor Data Management
  • Frequent Pattern Mining
  • Information Retrieval (Query based)
  • Data Integration & Management
  • Multimedia Data Mining (Text & Video)
Big Data
Big Data
  • Parallel Data Massive Processing
  • Database Technologies
  • Big Sensor Data Management
  • Multi-structured Big Data (up to 10\’s)
  • Trust Management & Threat Detection
  • P2P Search in STORM
  • Hadoop & Spark
Hadoop
Hadoop
  • Job Scheduling
  • Data Skew Mitigation
  • Apache Spark Development
  • Large Scale Data Management
  • AWS & HDFS Integration
  • Data Validation & Warehousing
MANET
MANET
  • QoS aware Routing & Clustering
  • 3D / 4D MANET with Massive Users
  • Interoperability to D2D Cloud & 5G
  • Lightweight Cryptography in MANET
  • New Protocol Design for MANET-IoT
  • Large Scale Network Management
CRN
CRN
  • Secondary Users Routing
  • PUEA Detection
  • Spectrum & Power Allocation
  • Error Control & Fault Prediction
  • Dynamic Spectrum Access
  • Target Channel Scheduling & Sensing
Cellular Network
Cellular Network
  • Bulk / Multimedia Streaming
  • Fast Content Search
  • Massive Channel Access
  • H&off Management
  • Real-Time Video Traffic Scheduling
  • Video Transmission & Streaming
VANET
VANET
  • Routing & Security
  • Service Discovery
  • Source Location Privacy
  • Emergency Message Dissemination
  • Vehicle Traffic Analysis
  • UAS. UAV & Drone based VANET
SDN
SDN
  • Flow Rule Placement
  • Multimedia Flows Routing
  • Buffer & Traffic Management
  • Dynamic Offloading
  • Controller Placement
  • Attack Detection & Mitigation
Wireless Body Area Network
Wireless Body Area Network
  • MAC Frame Design In-body.
  • On-body & Off-body
  • Emergency Data Prediction
  • Remote Patient Monitoring System
  • Energy Aware Resource Allocation
  • Power Optimized Data Transmission
Underwater Sensor Network
Underwater Sensor Network
  • Path planning of AUV
  • Inter & Intra cluster transmission
  • Prediction of sensor location
  • Range / Range Free Localization
  • Gateway Placement
  • Mobility Control in Mobile UWSN
Optical Network
Optical Network
  • Systems on a chip
  • Optical fibers application
  • Optical access line switching
  • Passive optical networks
  • Rapid fault handling
  • Optics in 5G based networks
Vehicular Sensor Network
Vehicular Sensor Network
  • Content Dissemination in VSN
  • VSN (4G. 5G & Beyond)
  • Real-Time Mobile Sensing
  • Cyber Security Aspects under VSN
  • Collision Avoidance over Interactions
  • Traffic Congestion Info Collection
Wireless Sensor Network
Wireless Sensor Network
  • Energy Harvesting / Consumption
  • Route Readjustment & Path Prediction
  • Multi-Mobile Sink Location & Relocation
  • Intelligent Agents Deployed Communication
  • 3D / 4D Wireless Sensor Modeling
  • 6TiSCH & TSCH based Sensors Communication
Vertical Handover
Vertical Handover
  • VH between Multi-RAT
  • Best Nearest AP Selection
  • Back-off Delay Assessment
  • Fast VH for RT Packets Transmission
  • Mobility & Handoff Management
  • Multi-Attribute based Handover
Internet of Things
Internet of Things
  • Industry 4.0
  • Mobile Crowdsening
  • Web of Things
  • Semantic IoT & Ocean of IoT
  • Security & Privacy
  • Internet of Medical things
Intrusion Detection System
Intrusion Detection System
  • NIDS & HIDS
  • New Attacks Detection
  • Blockchain based IDS
  • Signature & Anomaly based IDS
  • Hybrid Signature & Anomaly based IDS
  • Learning / Retraining for Massive Data
Steganography
Steganography
  • Audio / Image / Video Transmission
  • Fiber Optical Layer Security
  • ANN based Steganography
  • Internet Traffic Transforming
  • Video Surveillance in WSN
  • Authentication by Industrial Networks
Cryptography
Cryptography
  • Public Key Cryptography
  • Symmetric Key Cryptography
  • Identity based Cryptography
  • Certificateless Cryptography
  • Cryptographic Hashing
  • Lightweight Cryptography
Network Security
Network Security
  • Security for all OSI layers
  • Trust & Reputation based Routing
  • Network Port based Access Control
  • Multi-level Firewall Policies
  • En-Route Filtering & End-to-End Encryption
  • Radio Fingerprinting & Authentication
Digital Forensics
Digital Forensics
  • CoC Preservation in Different Types of Forensics
  • Refine Forensics Architecture
  • SDN with IaaS Cloud Forensics
  • Biometric / Lightweight Architecture
  • Customized Smart Contracts in Blockchain
  • Evidence Collection from Social Networks
Network Attacks
Network Attacks
  • Attacks Mitigation by Firewall
  • Node Hardware Authentication
  • Behavioral Detection in Network
  • Node Authentication & Access Control
  • Multi-Attacks Detection by Single Approach
  • Threats Analysis using Intelligence Scheme
Mobile Security
Mobile Security
  • Dynamic Authentication
  • Security Solutions & Results
  • Security Attacks & Challenges
  • Upcoming Attacks Detection by IDS
  • Data Priority Computation
  • Interoperable Secure Communications
Cybersecurity
Cybersecurity
  • Virtualized Security
  • Ransomware Detection
  • Anti-forensic Techniques
  • Malware / Virus Detection
  • Access Control & Privacy
  • Insider Threat / Intrusion Detection
Blockchain Technology
Blockchain Technology
  • Multi-Factor Authentication
  • Online Social Network Analysis
  • Ransomware Target & StableBitcoins
  • Guarantee for Interoperability & Security
  • Consensus Protocol Design & Optimization
  • Federated & Lightweight Blockchain Design
Named Data Networking
Named Data Networking
  • Data Synchronization
  • Trust Models Design
  • IP Addressing & Management
  • Namespaces & PID Management
  • Rendezvous
  • Discovery & Bootstrapping
  • Security & Privacy on Data Transmission
Delay Tolerant Networks
Delay Tolerant Networks
  • Data fusion & bundling protocols
  • DTN data management & analytics
  • DTN architectures & protocols
  • DTN prototypes & case studies
  • Store-carry forward routing
  • Social Network Content Sharing
Parallel Distributed Systems
Parallel Distributed Systems
  • Parallel & GPU Programming
  • Parallel Model Checking
  • Realtime Interactive Systems
  • Parallel Data Visualization
  • QoS in Distributed Systems
  • Real-Time Parallel Systems Design
Networking
Networking
  • Network Protocols
  • Network designs optimization
  • Hybrid Network Topology
  • QoS & QoE Attainment
  • Physical layer technologies
  • Network Security Analysis