# Advanced Adaptive Filtering Techniques

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/advanced-adaptive-filtering-techniques/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the topic of adaptive filtering in non-Gaussian signal processing, with an emphasis on diffusion strategies, kernel algorithms, sparse system identification, active noise control, distributed estimation, variable step-size algorithms, robust adaptive filtering, and the application of correntropy criterion. The papers cover a wide range of applications and performance analyses for adaptive filtering techniques in complex and non-Gaussian signal environments. |
| Domain | Physical Sciences |
| Field | Engineering |
| OpenAlex ID | t11233 |
| Works | 24 |

## Topic papers all

Showing 15 of 24.

- [Robust Sparse Recovery in Impulsive Noise via $\ell _p$ -$\ell _1$ Optimization](https://scholariq.org/papers/robust-sparse-recovery-in-impulsive-noise-via-ell-p-ell-1-optimization/)
- [BFGS Optimization for Faster and Automated Supervised Learning](https://scholariq.org/papers/bfgs-optimization-for-faster-and-automated-supervised-learning/)
- [An adaptive filter for steady-state evoked responses](https://scholariq.org/papers/an-adaptive-filter-for-steady-state-evoked-responses/)
- [Maximum likelihood estimation for the tensor normal distribution: Algorithm, minimum sample size, and empirical bias and dispersion](https://scholariq.org/papers/maximum-likelihood-estimation-for-the-tensor-normal-distribution-algorithm/)
- [Kalman filters for audio-video source localization](https://scholariq.org/papers/kalman-filters-for-audio-video-source-localization/)
- [Matched filter based spectrum sensing when primary user has multiple power levels](https://scholariq.org/papers/matched-filter-based-spectrum-sensing-when-primary-user-has-multiple-power/)
- [Adaptive Beamforming With a Minimum Mutual Information Criterion](https://scholariq.org/papers/adaptive-beamforming-with-a-minimum-mutual-information-criterion/)
- [Simultaneous localization of mobile robot and multiple sound sources using microphone array](https://scholariq.org/papers/simultaneous-localization-of-mobile-robot-and-multiple-sound-sources-using/)
- [Effects of Real Instrument on Performance of an Energy Detection-Based Spectrum Sensing Method](https://scholariq.org/papers/effects-of-real-instrument-on-performance-of-an-energy-detection-based-spectrum/)
- [Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition](https://scholariq.org/papers/audio-visual-end-to-end-multi-channel-speech-separation-dereverberation-and/)
- [Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals](https://scholariq.org/papers/sparse-bayesian-learning-with-dynamic-filtering-for-inference-of-time-varying/)
- [Cross-Correlation-Based, Phase-Domain Spectrum Sensing With Low-Cost Software-Defined Radio Receivers](https://scholariq.org/papers/cross-correlation-based-phase-domain-spectrum-sensing-with-low-cost-software/)
- [Affine projection algorithms based on sigmoid cost function](https://scholariq.org/papers/affine-projection-algorithms-based-on-sigmoid-cost-function/)
- [Highly accurate radio environment mapping method based on transmitter localization and spatial interpolation in urban LoS/NLoS scenario](https://scholariq.org/papers/highly-accurate-radio-environment-mapping-method-based-on-transmitter/)
- [A 5–9-mw, 0.2–2.5-GHz CMOS low-if receiver for spectrum-sensing cognitive radio sensor networks](https://scholariq.org/papers/a-5-and-amp-x2013-9-mw-0-2-and-amp-x2013-2-5-ghz-cmos-low-if-receiver-for/)

## Topic primary papers

- [BFGS Optimization for Faster and Automated Supervised Learning](https://scholariq.org/papers/bfgs-optimization-for-faster-and-automated-supervised-learning/)
- [Affine projection algorithms based on sigmoid cost function](https://scholariq.org/papers/affine-projection-algorithms-based-on-sigmoid-cost-function/)
- [Variable step-size l<inf>0</inf>-norm NLMS algorithm for sparse channel estimation](https://scholariq.org/papers/variable-step-size-l-and-lt-inf-and-gt-0-and-lt-inf-and-gt-norm-nlms-algorithm/)
- [Performance Analysis of LMS Adaptive FIR Filter and RLS Adaptive FIR Filter for Noise Cancellation](https://scholariq.org/papers/performance-analysis-of-lms-adaptive-fir-filter-and-rls-adaptive-fir-filter-for/)
- [Minimum error entropy with affine projection algorithm for robust adaptive filtering](https://scholariq.org/papers/minimum-error-entropy-with-affine-projection-algorithm-for-robust-adaptive/)
- [Combined Step-size Affine Projection Mix-norm Algorithm with Generalized Maximum Correntropy for Robust Filtering](https://scholariq.org/papers/combined-step-size-affine-projection-mix-norm-algorithm-with-generalized-maximum/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.