GitHub

Adnan-Adel/Sparse-Array-and-Matrix

This project implements sparse data structures (1D sparse array and 2D sparse matrix) using doubly linked lists. Instead of storing large arrays and matrices full of zeros (wasting time and memory), ...
GitHub

Fast 2D Sparse Recovery with Sparse Arrays using BCCB Matrices

This repository supplements the paper "Fast Single-Snapshot Harmonic Recovery with 2D Sparse Arrays using BCCB Matrices". We implement computationally efficient versions of the ISTA, FISTA, and ADMM ...
University of Stirling

Sparse Linear Array Synthesis Using Exponential Analysis

Sengupta R, Cuyt A, Prinsloo DS, Nyström L & Smolders AB (2023) Sparse Linear Array Synthesis Using Exponential Analysis. In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA). CAMA ...
IEEE

DenSparSA: A Balanced Systolic Array Approach for Dense and Sparse Matrix Multiplication

Abstract: Numerous studies have proposed hardware architectures to accelerate sparse matrix multiplication, but these approaches often incur substantial area and power overhead, significantly ...
IEEE

Sparse Array Wideband Beamforming Based on Covariance Matrix Reconstruction and Neural Network

Abstract: Sparse arrays offer economic advantages by reducing the number of antennas. However, directly utilizing the covariance matrix of sparse array signals for wideband beamforming may lead to the ...