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Hardware Acceleration of MUSIC Algorithm for Sparse Arrays and Uniform Linear Arrays

IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 2022
Multiple Signal Classification (MUSIC) is a high-performance Direction of Arrival (DOA) estimation algorithm, which has been widely used. The algorithm needs to calculate the covariance matrix, eigenvalue decomposition and spectral peak search.
Ze-Ying Li   +5 more
semanticscholar   +1 more source

Compilation of Sparse Array Programming Models [PDF]

open access: yesProceedings of the ACM on Programming Languages, 2021
This paper shows how to compile sparse array programming languages. A sparse array programming language is an array programming language that supports element-wise application, reduction, and broadcasting of arbitrary functions over dense and sparse arrays with any fill value.
Fredrik Kjolstad   +2 more
exaly   +3 more sources

Dilated Arrays: A Family of Sparse Arrays With Increased Uniform Degrees of Freedom and Reduced Mutual Coupling on a Moving Platform

IEEE Transactions on Signal Processing, 2021
Recently, dilated nested arrays have been proposed on a moving platform to increase the uniform degrees of freedom (uDOF) by a factor of three by exploiting array motion.
Shuang Li, Xiao-Ping Zhang
semanticscholar   +1 more source

On the Design of Sparse Arrays With Frequency-Invariant Beam Pattern

IEEE/ACM Transactions on Audio Speech and Language Processing, 2021
Beamformer performs spatial filtering to preserve the desired signal while suppressing interfering signals and noise arriving from directions other than the direction of interest.
S. Phan
semanticscholar   +1 more source

Machine Learning-Based Direction-of-Arrival Estimation Exploiting Distributed Sparse Arrays

Asilomar Conference on Signals, Systems and Computers, 2021
Distributed sparse arrays, consisting of multiple subarrays, facilitate a higher number of degrees of freedom and enhanced direction-of-arrival (DOA) estimation performance beyond what is offered by single uniform linear arrays.
S. Pavel   +4 more
semanticscholar   +1 more source

Rank Properties of Manifold Matrices of Sparse Arrays

Asilomar Conference on Signals, Systems and Computers, 2021
It is well known that the manifold matrix of a sensor array has to satisfy certain rank conditions in order for certain algorithms such as MUSIC and ESPRIT to work without creating ambiguity.
Po-Chih Chen, P. Vaidyanathan
semanticscholar   +1 more source

Direction-of-Arrival Estimation Exploiting Distributed Sparse Arrays

Asilomar Conference on Signals, Systems and Computers, 2021
In this paper, we present a novel direction-of-arrival (DOA) estimation strategy that exploits distributed sparse sensor arrays and structured matrix completion-based information fusion techniques to provide superior DOA estimation performance with ...
M. W. T. S. Chowdhury, Y. Zhang
semanticscholar   +1 more source

Grating Lobe Reduction in Sparse Arrays with a Metasurface Lens

2021 Cross Strait Radio Science and Wireless Technology Conference (CSRSWTC), 2021
Starting from the theory of antenna arrays, this paper proposes a new method to suppress the grating lobes of a sparse array. By loading a metasurface lens with subwavelength periodic configuration and the control of the transmission phases, a new sparse
Shan Lin, Y. Ge, Z. Chen
semanticscholar   +1 more source

An Improved Synthesis of Sparse Planar Arrays Using Density-Weighted Method and Chaos Sparrow Search Algorithm

IEEE Transactions on Antennas and Propagation, 2023
This article presents an improved approach for the synthesis of sparse planar arrays using the density-weighted method and chaos sparrow search algorithm (CSSA) with multiple constraints.
Xue Tian, Bin Wang, Kui Tao, Ke Li
semanticscholar   +1 more source

Spray: Sparse Reductions of Arrays in OPENMP

2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021
We present SPRAY, an open-source header-only C++ library for sparse reductions of arrays. SPRAY is meant for applications in which a large array is collaboratively updated by multiple threads using an associative and commutative operation such as +=. Especially when each thread accesses only parts of the array, SPRAY can perform significantly better ...
Jan Hückelheim, Johannes Doerfert
openaire   +1 more source

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