Determination of Angle of Arrival using Nonlinear Support Vector Machine Regressors

Raj, Neha; Aswathy, P; Sagar, K. Vidya

doi:10.1109/icscn.2007.350652

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Cited by 6 publications

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“…Raj et al [43] pointed out that there were two main disadvantages of the direction-finding algorithms such as MUSIC, root-MUSIC, and ESPRIT. Firstly, they are computational intensive.…”

Section: Capability Enhancementmentioning

confidence: 99%

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A Review on Machine Learning-Based Radio Direction Finding

You¹,

Lu²,

Ye³

et al. 2020

Mathematical Problems in Engineering

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“…Raj et al [43] pointed out that there were two main disadvantages of the direction-finding algorithms such as MUSIC, root-MUSIC, and ESPRIT. Firstly, they are computational intensive.…”

Section: Capability Enhancementmentioning

confidence: 99%

“…And secondly, they assume that the antenna elements are exactly equal. Raj et al [43] used a nonlinear SVR approach for direction finding where the fixed number of angles and their corresponding normalized array input vectors were used as the output/input pair.…”

Section: Capability Enhancementmentioning

confidence: 99%