m_param_est: m_param_est
In Mufabo/Rrobustsp: Robust Signal Processing
View source: R/robustFiltering_mParamEst.R
m_param_est R Documentation
m_param_est
Description
The function computes an M-estimator of regression using the asymetric tanh score function.
Usage
m_param_est(receive, C, Theta, param)
Arguments
receive:
is the received signal
Theta:
contains the initial estimate
C:
is the regression matrix of the model y = C*x + n
param:
Named structure
Value
th2: M-estimate of regression
Theta: M-estimates of regression for all iterations
kk: iteration index
residual: residuals given Theta
Note
in file robustFiltering_mParamEst.R
Used in ekf_toa_robust.
References
"Robust Statistics for Signal Processing"
Zoubir, A.M. and Koivunen, V. and Ollila, E. and Muma, M.
Cambridge University Press, 2018.
"Robust Tracking and Geolocation for Wireless Networks in NLOS Environments."
Hammes, U., Wolsztynski, E., and Zoubir, A.M.
IEEE Journal on Selected Topics in Signal Processing, 3(5), 889-901, 2009.
Examples
data("ekf_parameter")
m_param_est( , parameter)
Mufabo/Rrobustsp documentation built on June 11, 2022, 10:41 p.m.
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View source: R/robustFiltering_mParamEst.R
| m_param_est | R Documentation |
m_param_est
Description
The function computes an M-estimator of regression using the asymetric tanh score function.
Usage
m_param_est(receive, C, Theta, param)
Arguments
receive: |
is the received signal |
Theta: |
contains the initial estimate |
C: |
is the regression matrix of the model y = C*x + n |
param: |
Named structure |
Value
th2: M-estimate of regression
Theta: M-estimates of regression for all iterations
kk: iteration index
residual: residuals given Theta
Note
in file robustFiltering_mParamEst.R Used in ekf_toa_robust.
References
"Robust Statistics for Signal Processing" Zoubir, A.M. and Koivunen, V. and Ollila, E. and Muma, M. Cambridge University Press, 2018.
"Robust Tracking and Geolocation for Wireless Networks in NLOS Environments." Hammes, U., Wolsztynski, E., and Zoubir, A.M. IEEE Journal on Selected Topics in Signal Processing, 3(5), 889-901, 2009.
Examples
data("ekf_parameter")
m_param_est( , parameter)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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