- Learning MMSE Filters for OFDM Channel Estimation: Attention Transformer Gains at Linear Inference
2025/05/31 by T.T. Ha, TaeJun Ha, Ha, TaeJun +9 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Adaptive Filtering Techniques #Advanced Wireless Communication Techniques #Artificial neural network #Blind Source Separation Techniques #Channel (broadcasting) #Computational complexity theory #Encoder #Filter (signal processing) #Inference #Minimum mean square error #Orthogonal frequency-division multiplexing #Range (aeronautics) #cs.AI #eess.SP #stat.ML
- Iterative Distributed Minimum Total MSE Approach for Secure Communications in MIMO Interference Channels
2015/10/13 by Zhengmin Kong, Shaoshi Yang, Feilong Wu +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Algorithm #Artificial noise #Channel (broadcasting) #Computer science #Interference (communication) #Iterative method #MIMO #Mathematics #Minimum mean square error #Precoding #Statistics #Telecommunications #Transmitter #Transmitter power output #Wireless Communication Security Techniques #cs.IT #math.IT
- Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments
2015/04/21 by Wentao Ma, Hua Qu, Guan Gui +3 · 14 citations
Computer Science · Engineering · Mathematics · #Adaptive filter #Advanced Adaptive Filtering Techniques #Algorithm #Channel (broadcasting) #Computer science #Engineering #Estimator #Gaussian #Gaussian noise #Mathematics #Mean squared error #Metric (unit) #Minimum mean square error #Power Line Communications and Noise #Robustness (evolution) #Speech and Audio Processing #Statistics #Telecommunications
- Performance of the stochastic MV-PURE estimator in highly noisy settings
2014/03/29 by Tomasz Piotrowski, Isao Yamada · 1 citation
Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Bias of an estimator #Combinatorics #Computer science #Consistent estimator #Direction-of-Arrival Estimation Techniques #Distributed Sensor Networks and Detection Algorithms #Efficient estimator #Estimator #Mathematics #Mean squared error #Minimum mean square error #Minimum-variance unbiased estimator #Noise (video) #Rank (graph theory) #Robustness (evolution) #Sparse and Compressive Sensing Techniques #Statistics #Stein's unbiased risk estimate #Variance (accounting)
- Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error
2011/03/15 by Dongning Guo, Yihong Wu, Shlomo S. Shitz +2 · 34 citations
Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Chaos-based Image/Signal Encryption #Distributed Sensor Networks and Detection Algorithms #Estimator #Gaussian #Gaussian function #Gaussian noise #Gaussian random field #Mathematics #Mean squared error #Minimum mean square error #Physics #Probability density function #Random variable #Statistics #Wireless Communication Security Techniques
- Maneuvering Target Tracking in the Presence of Glint using the Nonlinear Gaussian Mixture Kalman Filter
2010/01/01 by Igal Bilik, I. Bilik, J. Tabrikian +1 · 6 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Computer science #Computer vision #Control theory (sociology) #Ensemble Kalman filter #Estimator #Extended Kalman filter #Fast Kalman filter #Filter (signal processing) #Filter design #Gaussian #Gaussian noise #Inertial Sensor and Navigation #Invariant extended Kalman filter #Kalman filter #Mathematics #Minimum mean square error #Noise (video) #Nonlinear filter #Physics #Radar #Radar tracker #Statistics #Target Tracking and Data Fusion in Sensor Networks #Telecommunications #Tracking (education) #Unscented transform