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A. Amini

5 papers hereh-index 273.3k citations165 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.IT4
  • math.ST1

identity via Semantic Scholar / OpenAlex

most citedHigh-dimensional analysis of semidefinite relaxations for sparse principal components

123 citations · 148 across the 5 of their papers we have counts for

collaborators
Showing cs.ITShow all

4 papers · 1 filter

cs.IT2009★ 5 cited

Deterministic Construction of Compressed Sensing Matrices using BCH Codes

Arash Amini, Farokh Marvasti

In this paper we introduce deterministic m×n RIP fulfilling ±1 matrices of order k such that logklogm​≈log(log2​k)log(log2​n)​. Th…

cs.IT2009★ 13 cited

A Unified Approach to Sparse Signal Processing

F. Marvasti, A. Amini, F. Haddadi +6

A unified view of sparse signal processing is presented in tutorial form by bringing together various fields. For each of these fields, various algorithms and techniques, which hav…

cs.IT2009★ 7 cited

OFDM Channel Estimation Based on Adaptive Thresholding for Sparse Signal Detection

Mahdi Soltanolkotabi, Arash Amini, Farokh Marvasti

Wireless OFDM channels can be approximated by a time varying filter with sparse time domain taps. Recent achievements in sparse signal processing such as compressed sensing have fa…

cs.IT2009

Limits of Deterministic Compressed Sensing Considering Arbitrary Orthonormal Basis for Sparsity

Arash Amini, Farokh Marvasti

It is previously shown that proper random linear samples of a finite discrete signal (vector) which has a sparse representation in an orthonormal basis make it possible (with proba…

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