Explore the top 300 Digital Signal Processing projects. DSP project with innovative ideas and technologies for students and professionals.
Digital Signal Processing Projects
S.No. | DSP Projects |
---|---|
1 | Frequency-Domain Equalization for Optical Communication Systems |
2 | Medical Image Retrieval Using Pattern Similarity Scheme |
3 | Adaptive Directional Wavelet Transform via Pre-filtering |
4 | Accelerated Consensus via Optimal Filter Design in Signal Processing on Random Graphs |
5 | Image Segmentation with Information Bottleneck Method |
6 | Multi-Resolution Analysis for Efficient Image and Video Compression |
7 | Delay-Less Sub-Band Adaptive Filtering Algorithm for Active Noise Cancellation |
8 | Extended Kalman Filtering for MIMO-OFDM Channel Estimation |
9 | Active Constellation Extension Algorithm in OFDM Peak-to-Average Ratio Reduction |
10 | Dominant Objective Contextual Multi-Armed Bandit in Multi-Objective Scenarios |
11 | Signal Detection and Separation via Windowed State-Space Filters |
12 | 3D Sound Localization Using Sparse Array Processing |
13 | Sliced Ridgelet Transform for Enhanced Image De-noising |
14 | Budget-Constrained Low-Rank Subspace Tracking for Large-Scale Kernel-Based Feature Extraction |
15 | Reversible Watermarking Expansion Embedding Techniques |
16 | Uplink Scheduling Fractional Programming in Communication Systems |
17 | Confidence Interval Based Hierarchical Clustering for Metric Distances |
18 | Filter Banks for Graph Signal Subgraph Structuring |
19 | Convex Variational Inference for Associating Multiple Scan Data |
20 | DWT Modeling for Human Vision Interpolation Phenomenon via Piecewise Lifting Scheme |
21 | MISO Wireless Network Beamforming for Physical Layer Security Optimization |
22 | Enhanced Visual Cryptography for Secured Secret Hiding |
23 | Downlink BER Simulation in IEEE 802.16e OFDM Physical Layer |
24 | Variable Step-Size Affine Projection for Acoustic Echo Cancellation |
25 | Robust Watermarking with Blind Self-Authentication via Integer Wavelet Transform |
26 | Empirical Mode Decomposition for ECG Signal De-noising and Baseline Wander Correction |
27 | Morphological Processing Techniques for Color Images |
28 | Decentralized Joint Precoding with Pilot-Aided Techniques |
29 | Manifold Separation Application in Parametric Localization of Distributed Sources |
30 | Multi-Sensor Medical Image Fusion at Pixel Level Analysis |
31 | Robust Speech Recognition via Deep Learning in Noisy Environments |
32 | Enhanced Quantizer Design for Uniform Planar Array FD-MIMO Systems |
33 | Massive MIMO Channel Non-Reciprocity Estimation and Mitigation |
34 | Training Amount Optimization in Correlated Massive MIMO Channels |
35 | Energy-Efficient DSP Techniques for Prolonged Battery Life in Mobile Devices |
36 | Natural Image Blind and Semi-Blind De-blurring |
37 | ADMM in Big Data Processing Based on Multileader Multifollower Game Theory |
38 | Post-Processing of Low Bit Rate Block DCT Coded Images with Fields of Experts Prior |
39 | Non-Linear Predictive Coding for High-Quality Music Streaming |
40 | Power-Efficient Coexistence Approach for MIMO Radar and Cellular Systems |
41 | Sensor Network Localization System’s Attack Detection with Quantized Data |
42 | Multi-layer Sparse Approximations in Flexible Matrix Structures |
43 | Secrecy Constraints Oriented Optimal Parameter Encoding with ECRB |
44 | Stochastic Amplitude Flow for Random Quadratic Equation Solvers |
45 | K-Means Clustering for Image Classification |
46 | System Tracking with Graph-Structured Inputs for Efficient Adaptive Equalization |
47 | Stochastic Sensor Selection and Field Reconstruction in Heterogeneous Sensor Networks |
48 | Adaptive Filter Design for Echo Cancellation in VoIP |
49 | Distributed Linear Estimation Amidst Observation Model Uncertainties |
50 | Compressed Sensing for Efficient Wireless Sensor Networks |
51 | Fuzzy Clustering Algorithm for Abnormal MR Image Segmentation |
52 | Coarray-Based MUSIC Performance in Sensor Location Error Scenarios |
53 | Realistic Color Image Retrieval in Content-Based Systems |
54 | Nonlinear Image Enhancement for Aerial Imagery via Automatic Wavelet Techniques |
55 | Optimal Resource Allocation for Multicarrier Communication Systems |
56 | Sparse Representation and Dictionary Learning for Image Super-Resolution |
57 | Hybrid Analog-Digital Beamforming for Spectrum Sharing Networks |
58 | Coexistence Strategy Design for Joint MIMO Radar and Communication Systems |
59 | Dual Trace Discrete Wavelet Packet Image and Video De-noising |
60 | MRI Brain Tumor Detection via Effective Fuzzy C-Means Clustering |
61 | Electromyogram Based Japanese Janken Recognition using Support Vector Machine |
62 | Robust Adaptive Filtering with Generalized Correntropy |
63 | ROF Method Implementation for Image De-noising |
64 | Multi-Band Signal Reconstruction from Sub-Nyquist Samples |
65 | High-Parallelism, Low-Complexity Preprocessing Algorithm for K-Best MIMO System Detection |
66 | Dynamic Texture Analysis in Video Using Higher Order SVD |
67 | Cell Camera Image Blur Reduction via Adaptive Tonal Correction |
68 | Multisubject Complex Valued FMRI Data Analysis with Adaptive Fixed-point IVA Algorithm |
69 | Pareto Optimality Based Beam Design and User Scheduling in Nonorthogonal Multiple Access |
70 | Optimized Solutions for High-Dimensional MVDR Beamforming Based on Spiked Models |
71 | Discrimination of Speech/Music for Radio Station Analysis |
72 | Tree-Based Parity Check in Optimal Data Hiding Schemes |
73 | Scalable Video Coding for Multi-Platform Distribution |
74 | Dual-Linear Equalizer for Enhanced MIMO Systems |
75 | Low-Latency Video Streaming Optimization Over Wireless Networks |
76 | Multimodal Sentiment Analysis from Audio-Visual Data |
77 | Perceptual Audio Coding with Integer Modified Discrete Cosine Transform |
78 | Biometric Identification Using Gait Analysis and Deep Learning |
79 | Matching Pursuit Subspace Rejection in Unresolved Target Environments |
80 | Iterative Multi-User Detection in CDMA System Channel Estimation Performance Analysis |
81 | Lattice Basis Reduction Design for Finite Wordlength FIR Filters |
82 | Retrieving Images through Both Color and Texture Features |
83 | Optimizing Joint Transmit and Receive Filters for Sub-Nyquist Estimation |
84 | Techniques for Asymptotic Confidence in Structured High-Dimensional Sparsity |
85 | MIMO Radar Waveform Design in Multiple Target Scenarios |
86 | Dynamic, Decidable Dataflow for Signal Processing on Diverse Platforms |
87 | Spectral Efficiency Enhancement with Wavelets in Digital Communication Systems |
88 | Exploring the Null Space of Nonsparse and Canonical-Sparse Blind Deconvolution |
89 | Angular Estimation for Incoherently Distributed Sources via Generalized Shift Invariance |
90 | Image Watermarking with Robust Scaling and Maximum-Likelihood Decoding |
91 | Phase-Aware Speech Enhancement in Time-Frequency Domain |
92 | Fingerprint Detail Enhancement Using Short-Time Fourier Transform Analysis |
93 | Efficient Robust RFI Extraction with Sparse Recovery Techniques |
94 | High-Capacity Architecture for List Successive Cancellation Polar Code Decoders |
95 | Time-Frequency Analysis for Detecting Microsleep Events |
96 | Sub-Nyquist Sampling Enhancement with Intentional Aliasing Method |
97 | Low Power Motion Estimation via Variable Block Size Pixel Truncation |
98 | Robust Kalman Filtering for GPS Signal Tracking |
99 | Massive Connectivity in Sparse Activity Detection |
100 | Active Learning Influence on Acoustic Model Changes in Speech Recognition |
101 | Modified SPIHT-Based Natural Image Compression |
102 | Conditionally Linear Gaussian Model Particle Smoothing via Message Passing |
103 | Extrinsic Probabilities Utilization in Non-Bayesian Cramér–Rao Bounds Computation for Signal Processing |
104 | Graph-Based Semi-Supervised Learning for Image Segmentation |
105 | Spatio-Temporal Function Inference over Graphs with Multikernel Kalman Filtering |
106 | Adaptive Bilateral Filter for Image Sharpness Enhancement and Noise Reduction |
107 | Full Rank Regularization in MMSE Detection for Multi-User CDMA Systems |
108 | Eigenvalue Decomposition in Parahermitian Matrices: Existence and Uniqueness Insights |
109 | Quality of Service-Oriented Linear Transceiver Design for Full-Duplex Communications |
110 | Audio Scene Classification Using Machine Learning Techniques |
111 | Stochastic Models for Adaptive Noise Cancellation in Hearing Aids |
112 | Cramer–Rao Bounds and Algorithms for Quantized Spectral Compressed Sensing |
113 | Kernel Induced Distance Measure for Robust Image Segmentation using Fuzzy Clustering |
114 | Double Talk Tolerant Acoustic Echo Cancellation Algorithm |
115 | Voice Activity Detection via Spectrum Energy Analysis |
116 | Noisy Speech Enhancement Based on Warped DCT |
117 | Wavelet Transform Techniques for Texture Analysis and Recognition |
118 | Asynchronous Stochastic Dual Descent for Network Resource Allocation |
119 | Multi-Layer Perceptron for RF Fingerprinting in Cognitive Radio Networks |
120 | Potential of Data Transmission with Advanced Large Intelligent Surfaces |
121 | Rapid Channel Estimation Algorithm for Sensor Networks |
122 | Noisy, Quantized and Erroneous Measurement Recovery in Low-Rank Matrix |
123 | Accelerated LMS/Newton Methods for Stereophonic Acoustic Echo Cancellation |
124 | Graph-Based Lifting Transform Optimization for Enhanced Update/Prediction |
125 | Fingerprint Recognition Using Ridge Thinning Method |
126 | Image Enhancement through Quadratic Programming |
127 | Optimized Algorithms for Max and Min Filters in Random Input Analysis |
128 | Pattern Recognition in Non-Invasive Brain Signals for Neuroprosthetics |
129 | Hierarchical Clustering for Image Retrieval in Large Databases |
130 | Linear Pre-coding Technique in Cellular Relay Network Multiuser Environment |
131 | Distributed Beamforming for Enhanced Wireless Network Performance |
132 | Palm Print Authentication System Employing Wavelets |
133 | Non-Overlapping Pilot Signals Based Adaptive OFDMA/TDMA Uplink Channel Estimation and Prediction |
134 | Image Coding with Curved Wavelet Transform |
135 | Function Evaluation Techniques for Efficient Wideband DOA Estimation |
136 | Weighted Adaptive Wavelet Transform for Enhanced Image Coding |
137 | Dual-Polarized Antenna Array Signal Processing for 5G Communications |
138 | Adaptive DS-CDMA Receiver Code Tracking in Phase Unknown Environments |
139 | SISO Volterra Filter in Ultraharmonic Ultrasound Echo Signal Modeling |
140 | Adaptive Fuzzy Filtering for Composed Image and Video Artifact Reduction |
141 | Signal Processing Architecture for FMCW Radar with Active Backscatter Tags |
142 | Optimal Sequential Fusion Estimation in Energy Harvesting Sensors |
143 | Linear Time Invariant System Identification via Nonparametric DWT |
144 | Pre-DFT Processing in MIMO OFDM Systems with Space-Time-Frequency Coding |
145 | Vibration Analysis for Structural Health Monitoring using DSP |
146 | Advanced Algorithms for Satellite Image Denoising and Sharpening |
147 | Lifting Wavelet Transform for Low Complexity Image Codec |
148 | Content-Based Speech Watermarking Using Discrete Wavelet Transform |
149 | Explicit Calculations of State-Estimation Errors in Flag Hidden Markov Models |
150 | Digital Forensics: Image and Video Tampering Detection |
151 | Online Censoring for Regression in Large-Scale Data Streams |
152 | GHM, CAL, SAS Multi-Wavelets Based Image Codec |
153 | Dynamic Programming Approach to Data Hiding in Grayscale Images Based on Human Vision |
154 | High-Fidelity Audio Reconstruction with Advanced DSP Techniques |
155 | Multi-Wavelet Transform Steganography using BPCS |
156 | Time of Arrival-Based Matrix Rank Characterization |
157 | Ocular Artifact Correction of EEG Signal Using a Wavelet-Based De-noising Technique |
158 | Analog Flat-Fading Bandpass Channels Speech Watermarking |
159 | Speaker Recognition with MFCC and Feature Mapping via GMM |
160 | Tone Reservation Peak-to-Average Power Ratio Control in Orthonormal Transmission Systems |
161 | Probability Hypothesis Density and Cardinalized Filtering with Uncertain Detection Rates |
162 | Wideband Effects in Millimeter-Wave Massive MIMO Systems |
163 | Sturdy Parallel Algorithm for Compressed Sensing in Combinatorial Domains |
164 | Semi-definite Programming in Computable Bounds for Block-Sparsity Recovery |
165 | SNR Estimation in Frequency Selective Channels for OFDM Systems with Preamble |
166 | Distributed Signal Processing for Networked Unmanned Aerial Vehicles |
167 | Carrier Frequency Offset Estimation for OFDM in Fading Channels via Maximum Likelihood |
168 | Lossless Compression for Bayer Color Filter Array Images |
169 | Large-Scale Network Regression via Data-Adaptive Censoring |
170 | Pre-DFT Combining Optimization in Coded SIMO-OFDM Systems through Multi-Objective Approaches |
171 | Adaptive Beamforming for Underwater Acoustic Communications |
172 | Fundamentals of Super Nested Arrays in Sparse Linear Arrays with Reduced Coupling |
173 | Mixed-Norm Array Processing for Enhanced Radar Imaging |
174 | Texture Extraction Using Gabor Filters for Adaptive Wavelet Packets |
175 | Region-Based Segmentation with Variational Multiple Texture Statistics |
176 | Sparse-Promoting Prior in Weak and Strong Target Radar Scene Estimation |
177 | Blind Identification of Error Correcting Codes Using Euclidean Distance Classification |
178 | Cross-Frequency Coupling Measurement in Epilepsy using Mutual Information Techniques |
179 | BER Analysis in Nonlinear Distortion Effects on DS-CDMA Downlink Signals |
180 | Distributed Sensor Fusion Mitigation via Least Squares in Quantization-Affected Environments |
181 | Time-Frequency Block Thresholding Approach for Audio De-noising |
182 | Ensemble Face Recognition Methods with Bit Plane Decomposition |
183 | FPGA Implementation of Real-Time Video Stabilization |
184 | Hybrid Sensing Optimization under Spectrum Sensing Constraints |
185 | Speech Enhancement Using Adaptive KLT Approach |
186 | Adaptive Directional Partitioning in Contourlet Transform |
187 | Deep Learning for Automated Optical Inspection in Manufacturing |
188 | Adaptive Thresholding in Morphological Component Analysis |
189 | SVD Transform in Video Watermarking Algorithms |
190 | Bayesian Compressive Sensing in Frequency-Hopping Spectrum Estimation with Missing Observations |
191 | Extended Sparse Bayesian Learning Alternatives and Pattern-Coupled Relations |
192 | Robust Adaptive Kalman Filtering for Speech Enhancement |
193 | Wavelet-Based Statistical Method for De-Noising EEG Signals with Ocular Artifacts |
194 | Unified Framework for Web Image Retrieval with Relevance Feedback |
195 | Parameter Tracking and Fusion Estimation with Stochastic Perturbations and Correlated Noises |
196 | HOUGH Transform Implementation in IRIS Recognition System |
197 | Regularized Least Squares BER Analysis in BPSK Recovery |
198 | Speech Compression via Adaptive Cosine Packet Transform Algorithm |
199 | High-Speed OFDM Systems Timing Jitter Impact Reduction via Oversampling |
200 | Histogram Modification Based Reverse Data Hiding |
201 | Optimal Spatial Compression Strategy for Beamspace MIMO Signals |
202 | Wavelet-Based Voice Verification System Development |
203 | IEEE 802.11a Physical Layer Performance Analysis |
204 | Spatial Audio Rendering for Virtual Reality Applications |
205 | Low-Light Image Enhancement Using Deep Neural Networks |
206 | Structured Random Matrices Recovery Bounds in Corrupted Sensing |
207 | Wideband Sensor Array Signal Subspace Estimation via Space-Time MUSIC |
208 | Authenticity and Recovery of Images through Wavelet-Based Techniques |
209 | Fast Global Minimization Based MRI Image Segmentation with Snake Model |
210 | Discrete Wavelet Transform for Video Watermarking |
211 | Non-Negative Least Squares Problem in Rectified Gaussian Scale Mixtures |
212 | Amplitude Flow Reweighting in Phase Retrieval Processes |
213 | Self-Adaptive Motion Characteristic Detection and Entropy Model for Video Watermarking |
214 | Partial-Sum Network Architectures for Efficient Polar Codes Decoding |
215 | Coupled Canonical Polyadic Decompositions for Array Processing Enhancement |
216 | Box-Relaxation Decoders in Massive MIMO Symbol Error Rate Analysis |
217 | Compressive Channel Estimation Efficiency for Large-Scale Antenna Systems |
218 | Hilbert Integral Equations and Phase Retrieval in Generalized Minimum-Phase Signals |
219 | Visual Cryptography and D-H Key Agreement Scheme Based Visual Information Encryption |
220 | Second Order Statistics Utilization in Time-Domain Signal Detection for MIMO-OFDM Systems |
221 | Analytical-Computational Method for Constructing Binary Sequences with Favorable Correlation Properties |
222 | Context Tree Modeling for Lossless Compression of Color Map Images |
223 | Adaptive Streaming Algorithms for Maximizing User Experience in VR/AR Applications |
224 | Enhanced Image Compression with Extended JPEG 2000 Systems |
225 | Laplacian Operators in Edge Detection for Range Data |
226 | Companding Transform for PAPR Reduction in OFDM Systems |
227 | Scrambled Digital Video Data Embedding |
228 | DCT Coefficients Scaling for Color Image Enhancement |
229 | Color K-Means Clustering for Brain Tumor Detection |
230 | Multirate Processing for Efficient Digital Down-Conversion |
231 | Observed FIM-Based Adaptive Radar Detectors |
232 | Learning Graphs with Monotone Topology Constraints and Multiple Connected Components |
233 | Scalable Framework for Time-Vertex Signal Processing |
234 | Machine Learning Aided Diagnosis in Medical Image Processing |
235 | Algorithms in Airborne SAR Data Processing Overview |
236 | Low-Rank Model Recovery from Signal Approximation |
237 | Integrated SPIHT Compression in Focal Plane CMOS Image Sensors |
238 | Efficient Wireless Cellular System Resource Allocation Strategy |
239 | Neural Network Based Predictive Control in Industrial Automation |
240 | Binary Key-Image Based Image Encryption Methodology |
241 | Device Activity Detection and Channel Estimation in Massive Connectivity MIMO Systems |
242 | Primary Control Perturbation Based Decentralized DC Microgrid Monitoring |
243 | Robust Power Allocation for MIMO Radar in Multiple Target Localization |
244 | Integer Wavelet Transform Based Adaptive Steganographic Technique |
245 | Blind Source Separation in Amplitude Based Sparsity and Low-Rank Models |
246 | General Power Constraints Oriented Optimal Training Design for MIMO Systems |
247 | Optimal Strategy for Bayesian Transfer Learning |
248 | Blind Video Watermarking with Singular Value Decomposition |
249 | Trilateral Filtering in Graph Spectral Domain for Signal Denoising |
250 | Wavelet Thresholding Inspired EMD-Based De-noising Development |
251 | Quantum Signal Processing for Enhanced Communication Security |
252 | PCA Analysis Based Facial Recognition System |
253 | Video Quality Assessment with Salient Motion Features |
254 | Image Enhancement Techniques Using Quadratic Programming |
255 | Adaptive OFDM Downlink Channel Estimation and Prediction |
256 | Image Classification with Color Histogram Features in Retrieval Systems |
257 | Spectral Matching and Meta Similarity in Improved Shape Retrieval |
258 | Design and Analysis of Secure Speech Coding Techniques |
259 | Multi-Pose Face Recognition Using Color Images and Gabor Features |
260 | Dual Watermarking Scheme with DWT-SVD |
261 | Low-Rank Bayesian Matrix Completion with Hierarchical Gaussian Prior Models |
262 | Real-time Edge Detection for High-Resolution Video Processing |
263 | Stochastic Policies for Energy Harvesting Communication Network Routing and Scheduling |
264 | Pursuing Global Optimality in Low-Rank Matrix Optimization Endeavors |
265 | Invisible and Blind Watermarking Scheme for Digital Image Copyright Protection |
266 | Variable Step Size NLMS Algorithm for Acoustic Echo Cancellation in Under Modeling |
267 | Equalizer Effect Analysis on Speech Signals |
268 | Alternating Diffusion Kernel Methods in Sequential Audio-Visual Correspondence |
269 | Joint Blind Source Separation via Double Coupled Canonical Polyadic Decomposition |
270 | Content-Based Image Retrieval via Adaptive Non-separable Wavelet Transform |
271 | Multi-User Detection in CDMA Systems with PDA Algorithm under AWGN |
272 | Dynamic Range Compression for HDR Imaging in Real-time Rendering |
273 | Deep Reinforcement Learning for Dynamic Network Routing |
274 | Real-Time Gesture Recognition Using 3D Convolutional Neural Networks |
275 | Image Quality Assessment Using Deep Convolutional Networks |
276 | Global Energy Efficiency in Wireless-Powered Massive MIMO Aided Networks |
277 | Integer-to-Integer Wavelet Transform for Reversible Image Watermarking |
278 | Steganography Enhancement using BPCS in Integer Wavelet Transformed Images |
279 | Millimeter-Wave Massive MIMO Systems Relay Hybrid Precoding Design |
280 | Adaptive Mesh-Based Image Warping for Special Effects Generation |
281 | Two-Level DCT and Wavelet Packets De-noising for Robust Image Watermarking |
282 | Algorithms and Strategies for Optimal Adaptive Graph Signal Processing |
283 | OFDM Frequency Offset Estimation Study using EMD Algorithm |
284 | Fuzzy Measures in Automatic Histogram Thresholding |
285 | Counterlet Based Optimal Detection in Noisy Environment Image Watermarking |
286 | Prior Information Aided Signal Recovery via Correlation Maximization |
287 | Directional Audio Coding in Spatial Sound Reproduction |
288 | MIMO-CDMA Spreading Permutations Based on Space-Time Block Codes Design |
289 | New Approach in Generic Lossless Visible Watermarking |
290 | Real-Time Adaptive Video Encoding for Live Streaming Services |
291 | Audio Compression Employing Munich and Cambridge Morlet Wavelet |
292 | Spectral Graph Clustering: Phase Transitions and Model Order Selection Criterion |
293 | Graph Signal Sampling in the Spectral Domain |
294 | Large-Dimensional Analysis of Regularized Maronna’s M-Estimators of Covariance Matrices |
295 | Tracking Channel Codes in Wireless OFDM Systems |
296 | Correlation Method Resilient to Noise for Signal Period Detection |
297 | Joint Channel-Estimation and Equalization via Bilinear AMP for Single-Carrier Systems |
298 | Robust Localization via Convex Approximation for TDOA under NLOS Conditions |
299 | Multidimensional Mixed-Norm Penalty for Sparse Sound Field Decomposition |
300 | Distributed Target Detection in Homogeneous Environments with Signal Mismatch |
301 | Single-Microphone Wind Noise Reduction for Outdoor Sound Recording |
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