New Fast Arctangent Approximation Algorithm for Generic Real-Time Embedded Applications.
CORDIC
arctangent approximation
look-up-tables
minimax optimization
novel algorithm
position sensors
rational approximations
signals processing
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
25 Nov 2019
25 Nov 2019
Historique:
received:
14
10
2019
revised:
15
11
2019
accepted:
19
11
2019
entrez:
29
11
2019
pubmed:
30
11
2019
medline:
30
11
2019
Statut:
epublish
Résumé
Fast and accurate arctangent approximations are used in several contemporary applications, including embedded systems, signal processing, radar, and power systems. Three main approximation techniques are well-established in the literature, varying in their accuracy and resource utilization levels. Those are the iterative coordinate rotational digital computer (CORDIC), the lookup tables (LUTs)-based, and the rational formulae techniques. This paper presents a novel technique that combines the advantages of both rational formulae and LUT approximation methods. The new algorithm exploits the pseudo-linear region around the tangent function zero point to estimate a reduced input arctangent through a modified rational approximation before referring this estimate to its original value using miniature LUTs. A new 2nd order rational approximation formula is introduced for the first time in this work and benchmarked against existing alternatives as it improves the new algorithm performance. The eZDSP-F28335 platform has been used for practical implementation and results validation of the proposed technique. The contributions of this work are summarized as follows: (1) introducing a new approximation algorithm with high precision and application-based flexibility; (2) introducing a new rational approximation formula that outperforms literature alternatives with the algorithm at higher accuracy requirement; and (3) presenting a practical evaluation index for rational approximations in the literature.
Identifiants
pubmed: 31775303
pii: s19235148
doi: 10.3390/s19235148
pmc: PMC6928950
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Références
Sensors (Basel). 2016 Jul 26;16(8):
pubmed: 27472330