IEEE

Two Novel Low Mutual Coupling Sparse Array Configurations: Combining Multiple Uniform Linear Arrays and Additional Sensors

Abstract: The mutual coupling (MC) effect between sensors is a critical factor in sparse array (SA) design, substantially affecting direction-of-arrival (DOA) estimation performance. In this paper, we ...
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
IEEE

A Dual Electrode Mixed Potential SO₂ Sensor With Humidity Self-Correction Function Utilizing Multiple Linear Regression Model

Abstract: Gas sensors have been widely used for environmental gas monitoring in many fields. However, the change of ambient humidity will cause deviation in gas concentration measurement. Moreover, ...
Frontiers

Analysis of upper airway CT-based radiomics in adult obstructive sleep apnea

Department of Otolaryngology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China Purpose: Computed tomography (CT) is a key tool for evaluating the upper airway in ...
GitHub

Linear Regression Practice Using Python

From the first 5 rows of the dataset, we can see that there are several columns available: species, island, bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g, and sex. There also appears ...