IEEE

IntML-KNN: A Few-Shot Radio Frequency Fingerprint Identification Scheme for LoRa Devices

Abstract: Deep learning (DL) is widely used in radio frequency fingerprint identification (RFFI). However, in few-shot case, traditional DL-based RFFI need to construct auxiliary dataset to realize ...
IEEE

Application of KNN for Linear Array Pattern Prediction Based on the Active Element Pattern Method

Abstract: In this letter, a machine learning-based algorithm, K-nearest neighbor, is employed to predict the actual patterns of the linear arrays with arbitrary positions and varied element numbers.
GitHub

Machine Learning project for classifying Iris flower species using Python and K-Nearest Neighbors (KNN).

This project uses Machine Learning to classify Iris flowers into three different species based on their physical measurements. The classification is performed using the K-Nearest Neighbors (KNN) ...
GitHub

Unblur-SLAM: Dense Neural SLAM for Blurry Inputs

Welcome to the official repository for Unblur-SLAM, a dense neural RGB SLAM pipeline designed for sharp 3D reconstruction from blurry image inputs. In contrast to previous work, Unblur-SLAM can handle ...